US20200091962A1 - Methods and Apparatus for Signal Spreading and Multiplexing - Google Patents
Methods and Apparatus for Signal Spreading and Multiplexing Download PDFInfo
- Publication number
- US20200091962A1 US20200091962A1 US16/582,812 US201916582812A US2020091962A1 US 20200091962 A1 US20200091962 A1 US 20200091962A1 US 201916582812 A US201916582812 A US 201916582812A US 2020091962 A1 US2020091962 A1 US 2020091962A1
- Authority
- US
- United States
- Prior art keywords
- streams
- stream
- binary
- symbol
- instructions
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Abandoned
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/69—Spread spectrum techniques
- H04B1/707—Spread spectrum techniques using direct sequence modulation
- H04B1/7097—Interference-related aspects
- H04B1/7103—Interference-related aspects the interference being multiple access interference
- H04B1/7105—Joint detection techniques, e.g. linear detectors
- H04B1/71057—Joint detection techniques, e.g. linear detectors using maximum-likelihood sequence estimation [MLSE]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/69—Spread spectrum techniques
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
- H04L1/0042—Encoding specially adapted to other signal generation operation, e.g. in order to reduce transmit distortions, jitter, or to improve signal shape
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
- H04L1/0043—Realisations of complexity reduction techniques, e.g. use of look-up tables
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0045—Arrangements at the receiver end
- H04L1/0054—Maximum-likelihood or sequential decoding, e.g. Viterbi, Fano, ZJ algorithms
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0056—Systems characterized by the type of code used
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/32—Carrier systems characterised by combinations of two or more of the types covered by groups H04L27/02, H04L27/10, H04L27/18 or H04L27/26
- H04L27/34—Amplitude- and phase-modulated carrier systems, e.g. quadrature-amplitude modulated carrier systems
- H04L27/3405—Modifications of the signal space to increase the efficiency of transmission, e.g. reduction of the bit error rate, bandwidth, or average power
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B2201/00—Indexing scheme relating to details of transmission systems not covered by a single group of H04B3/00 - H04B13/00
- H04B2201/69—Orthogonal indexing scheme relating to spread spectrum techniques in general
- H04B2201/707—Orthogonal indexing scheme relating to spread spectrum techniques in general relating to direct sequence modulation
- H04B2201/70716—Quadrature
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B2201/00—Indexing scheme relating to details of transmission systems not covered by a single group of H04B3/00 - H04B13/00
- H04B2201/69—Orthogonal indexing scheme relating to spread spectrum techniques in general
- H04B2201/707—Orthogonal indexing scheme relating to spread spectrum techniques in general relating to direct sequence modulation
- H04B2201/7097—Direct sequence modulation interference
Definitions
- This application relates to communications, and in particular to spreading a signal and multiplexing a plurality of signals that are to be transmitted.
- FEC Forward Error Correction
- Spreading of a signal over multiple time/frequency resources is performed for the purpose of achieving higher diversity, reliability and robustness to interference and channel variations.
- CDMA Code division multiple access
- Conventional CDMA encoding is a two-step process in which a binary code is mapped to a quadrature amplitude modulation (QAM) symbol before a spreading sequence is applied.
- QAM quadrature amplitude modulation
- CDMA can be considered a form of repetition of QAM symbols by using different amplitude and phases in accordance with the spreading sequence.
- LDS Low density spreading
- OFDM orthogonal frequency division multiplexing
- SCMA sparse code multiple access
- a method involves: applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits; mapping the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other; and applying stream-specific modulations to the plurality of binary streams.
- FEC binary forward error correcting
- a method includes: applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits; mapping the stream of coded bits to a plurality of binary streams; applying stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and applying non-binary FEC encoding to the plurality of first complex-valued streams to generate a second complex-valued stream.
- FEC binary forward error correcting
- an apparatus includes: a binary forward error correcting (FEC) encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other; and a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams.
- FEC binary forward error correcting
- An apparatus includes: a binary forward error correcting (FEC) encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams; a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and a non-binary FEC encoder, coupled to the bit mapper, to encode the plurality of first complex-valued streams into a second complex-valued stream.
- FEC binary forward error correcting
- LLRs coded bit log likelihood ratios
- ML maximum likelihood
- a message passing algorithm is used for calculating the coded bit LLRs, in which case a method includes receiving a signal comprising data streams to be decoded; generating coded bit LLRs using a message passing algorithm; and decoding each data stream using FEC decoding.
- Another method involves: receiving a signal comprising data streams to be decoded; generating a stream of likelihood values using demodulation; calculating the stream of likelihood values by using iterative message passing, and decoding the data stream using FEC decoding.
- a further method involves: receiving a signal comprising a data stream to be decoded; generating a stream of likelihood values using non-binary FEC decoding; calculating a stream of coded bit LLRs by using iterative message passing, and decoding the data stream using FEC decoding.
- a non-transitory processor-readable medium may be used to store instructions which, when executed by one or more processors, cause the one or more processors to perform a method as disclosed herein.
- An apparatus includes: a receiver to receive the signal referenced above; and one or more components, coupled to the receiver, configured to perform the generating, calculating, and/or decoding referenced above.
- such an apparatus includes: a receiver to receive a signal comprising a data stream to be decoded; a signal detector, coupled to the receiver, to generate coded bit likelihood values using one of: ML detection, a message passing algorithm, a combination of demodulation and iterative message passing, and a combination of non-binary FEC decoding and iterative message passing; and a FEC decoder, coupled to the signal detector, to decode the data stream.
- FIG. 1 is a block diagram illustrating an example of an apparatus that could be used in implementing a non-orthogonal multiple access (NoMA) scheme.
- NoMA non-orthogonal multiple access
- FIG. 2A is a block diagram of an apparatus implementing a signal spreading technique according to an aspect of the disclosure.
- FIG. 2B is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure.
- FIG. 3 is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure.
- FIG. 4 is a block diagram of an apparatus implementing a bit mapping and modulation technique according to another aspect of the disclosure.
- FIG. 5 is a block diagram of an apparatus implementing a bit mapping and modulation technique according to another aspect of the disclosure.
- FIG. 6 is a block diagram of an apparatus implementing a sparse signal spreading technique according to another aspect of the disclosure.
- FIG. 7 is a block diagram of a sparse signal spreading apparatus according to another aspect of the disclosure.
- FIG. 8 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure.
- FIG. 9 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure.
- FIG. 10 is a block diagram of a receiver apparatus according to another aspect of the disclosure.
- FIG. 11 is a block diagram of a receiver apparatus according to another aspect of the disclosure.
- FIG. 12 is a block diagram of a receiver apparatus according to another aspect of the disclosure.
- FIG. 13 is a block diagram of a receiver apparatus according to another aspect of the disclosure.
- FIG. 14 is a flow diagram of an example method according to an embodiment.
- FIG. 15 is a block diagram of an example apparatus in which embodiments could be implemented.
- FIG. 16 is a block diagram of another example apparatus in which embodiments could be implemented.
- FIG. 17 is a block diagram of an example processing system, which may be used to implement embodiments disclosed herein.
- FIG. 18 is a block diagram of an example communication system.
- aspects of the present disclosure may involve using current physical layer communication system structure to provide efficient signaling design for spreading.
- Signal spreading may provide more reliability, diversity and robustness towards network impairments.
- Multi-user signal multiplexing may provide more spectral efficiency, scheduling flexibility, robustness to channel state information (CSI) feedback accuracy, robustness to channel aging, and robustness to issues that may arise from UE mobility, for example.
- CSI channel state information
- a first method includes generating different streams of binary sequences at the output of a bit mapping component that is coupled to an output of a FEC encoder, e.g. a turbo encoder, and mapping each stream of the binary sequences to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator, and mapping these streams of complex-valued modulation symbols to another stream of complex-valued symbols using a non-binary FEC encoding, such as Reed-Solomon encoding.
- a FEC encoder e.g. a turbo encoder
- the method includes generating different streams of binary sequences at the output of a bit mapping component that is coupled to an output of a FEC encoder, e.g. a turbo encoder, and mapping each stream of the binary sequences to a QAM symbol or another complex-valued modulation symbol.
- a FEC encoder e.g. a turbo encoder
- Another embodiment of a method at a transmitter includes two-level FEC encoding.
- Such a method may involve using binary FEC encoding to generate a coded bit stream which is then divided into a plurality of coded bit streams, mapping each coded bit stream to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator to generate a plurality of QAM symbols or other complex-valued modulation symbols, and mapping these complex-valued modulation symbols to complex-valued symbols using a non-binary FEC encoding, such as Reed-Solomon encoding.
- a non-binary FEC encoding such as Reed-Solomon encoding.
- a method at a transmitter could also or instead involve applying sparse spreading on the generated complex-valued symbols by mapping the complex-valued symbols to non-zero entries of a signature pattern.
- the method also involves sparse spreading by directly applying non-binary FEC encoding with possible zero output symbols.
- a second method at a transmitter involves multiplexing complex-valued signals that are to be transmitted to multiple UEs.
- the method involves generating complex-valued modulation symbols for each UE signal using a UE-specific (and/or user-specific) mapping rule and/or UE-specific (and/or user-specific) sparse spreading, and multiplexing the symbols in the UEs' signals together using a UE-specific (and/or user-specific) power scaling vector.
- a method at a transmitter involves generating a signal that includes data to be transmitted to a plurality of UEs.
- Binary sequences are generated by a stream-specific bit mapper that is coupled to an output of an FEC encoder, e.g. a turbo encoder, and each multiplexed binary sequence is mapped to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator.
- FEC encoder e.g. a turbo encoder
- Another method at a transmitter includes generating the signal that includes the data to be transmitted to a plurality of UEs by first using a binary FEC to generate a plurality of coded bit streams for each UE, and then multiplexing the coded bit streams of different UEs to generate a binary stream which is then mapped to a plurality of binary streams using a bit mapping component.
- the method further includes mapping each binary stream to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator, generating a plurality of QAM symbols or other complex-valued modulation symbols, and mapping the complex-valued modulation symbols to a plurality of complex-valued symbols using non-binary FEC encoding.
- a first method at a receiver includes attempting to decode the data of at least one of a plurality of UEs.
- the method further includes joint maximum likelihood (ML) detection of the data of at least one of the plurality of UEs, calculating the log-likelihood ratios (LLRs) for the coded bits of at least one of the plurality of UEs, and decoding the data of at least one of the plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- ML joint maximum likelihood
- LLRs log-likelihood ratios
- a method at a receiver involves using a message passing algorithm (MPA) to calculate the LLRs for the coded bits of at least one of a plurality of UEs, and decoding the data of at least one of the plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- MPA message passing algorithm
- Another method at a receiver includes QAM de-mapping to generate the likelihood values of each symbol that includes data for at least one of plurality of UEs, iterative message passing to find a second set of LLRs for coded bits of at least one of plurality of UEs, and decoding the data of at least one of plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- Another method at a receiver includes non-binary FEC decoding to generate the likelihood values of each symbol that includes the data of at least one of plurality of UEs, iterative message passing to find the second set of LLRs for coded bits of at least one of plurality of UEs, and decoding the data of at least one of plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- any module, component, or device disclosed herein that executes instructions may include or otherwise have access to a non-transitory computer/processor readable storage medium or media for storage of information, such as computer/processor readable instructions, data structures, program modules, and/or other data.
- a non-transitory computer/processor readable storage medium includes magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, optical disks such as compact disc read-only memory (CD-ROM), digital video discs or digital versatile discs (i.e.
- Non-transitory computer/processor storage media may be part of a device or accessible or connectable thereto.
- Computer/processor readable/executable instructions to implement an application or module described herein may be stored or otherwise held by such non-transitory computer/processor readable storage media.
- FIG. 1 is a block diagram illustrating an example of an apparatus that could be used in implementing a NoMA scheme.
- NoMA generally allows multiple signals to be transmitted from one or more transmitters to one or more receivers simultaneously on a given shared resource.
- the shared resource may include a time resource, a frequency resource, a space resource or some combination thereof.
- a network side device can transmit to multiple separate user equipment (UE).
- UE user equipment
- UL uplink
- the UEs process information bits arranged in one or more layers to become symbols for transmission on multiple tones.
- a NoMA technique may attempt to distinguish the transmitted signals from the multiple UEs by applying some UE specific (and/or user-specific) or layer-specific features that are unique to the UE or layer, respectively.
- Distinct multiple access schemes can be developed based on such UE-specific (and/or user-specific) or layer specific (or both) features or signal processing operations.
- These signal processing operations may include, but are not limited to: FEC, bit-level interleaving/scrambling; modulated symbol sequence generator; and symbol to RE mapping.
- a framework is proposed for generating a NoMA signal based on selection of a particular set of signal processing operations.
- the set of signal processing operations are then used to process information bits and generate the NoMA signal for transmission.
- Various NoMA schemes that each includes a different subset of the signal processing operations can be derived using the framework.
- Such a framework can be used by a UE to select a NoMA scheme having a set of signal processing operations that meets a desired transmission application.
- FIG. 1 illustrates an example of a system 10 implementing a collection of signal processing operations that may be part of a framework for generating a NoMA signal, which includes units to function as a FEC encoder 20 , a bit-level interleaver/scrambler 22 , a modulated symbol sequence generator 24 , and a symbol to RE mapper 26 .
- Bit-level operations and symbol-level operations are also labelled at 12 , 14 , respectively, in FIG. 1 .
- a stream of information bits is provided to the FEC encoder 20 to perform forward error correction (FEC) encoding 700 .
- the information bits are processed with a FEC channel code, which could be a low density parity check (LDPC) code, a Turbo code, a polar code, or another type of code.
- FEC channel code which could be a low density parity check (LDPC) code, a Turbo code, a polar code, or another type of code.
- LDPC low density parity check
- Turbo code a Turbo code
- polar code polar code
- bit-level interleaver/scrambler 22 for bit-level interleaving/scrambling.
- the coded bits are interleaved and/or scrambled, and interleaved/scrambled bits are generated.
- the bit-level interleaver/scrambler 22 could be user- (or receiver) specific, such that each user or receiver is associated with a specific interleaver/scrambler sequence or scheme, or is associated with a cell-specific interleaver/scrambler sequence, such that a specific interleaver/scrambler sequence or scheme is applied for receivers in each cell or service area in a network.
- An output of coded bits from the bit-level interleaver/scrambler 22 is provided to the modulated symbol level sequence generator 24 .
- the modulated symbol level sequence generator 24 generates symbols from the coded bits.
- the interleaved/scrambled bits are mapped to modulated symbols, with or without additional symbol-level spreading operations.
- the bit-to-symbol mapping could be one or multiple bits to one or multiple symbols.
- Symbol-level spreading could involve multiplying the symbols with spreading codes, which may include one or multiple stages, and the length of spreading code could be different at each stage.
- an output of the modulated symbol level sequence generator 24 could be provided to a symbol sequence precoder that performs symbol precoding.
- Such precoding could be intended to reduce the peak to average power ratio (PAPR) of a transmitted signal, which may improve coverage of the transmitted signal.
- PAPR peak to average power ratio
- DFT discrete Fourier transform
- a symbol sequence which may have been precoded in some embodiments, is provided to the symbol to resource element (RE) mapper 26 .
- the modulation symbols are mapped to resource elements for transmission, with or without additional symbol-level interleaving/scrambling.
- a symbol-level interleaver/scrambler could be user-specific, such that each user has a specific symbol-level interleaver/scrambler sequence or scheme, or cell-specific, with a specific symbol-level interleaver/scrambler sequence or scheme being applied for the receiver in each cell or coverage area of a network.
- a waveform modulator could be implemented to generate, after the symbols have been mapped the REs, the actual signal to be transmitted over the air.
- information bits are first encoded using a FEC encoder, and bit-level interleaving/scrambling is applied to coded bits. These are bit-level operations.
- UE-specific, or more generally user-specific, symbol-level operations including modulated symbol sequence generation and symbol-to RE mapping are applied.
- Such a framework may assist a receiver in decoding signals of multiplexed receivers more efficiently.
- FIG. 1 is intended solely as an illustrative example of a multiple access scenario in which disclosed embodiments could be applied. Embodiments disclosed herein could be used, for example, to implement modulated symbol sequence generation at 24 in FIG. 1 . As will be apparent from the other drawings and the following description, however, embodiments could be related to other parts of the NoMA framework illustrated in FIG. 1 .
- FIG. 2A is a block diagram of an apparatus implementing a signal spreading technique according to an aspect of the disclosure.
- the example apparatus includes a binary FEC encoder 110 , a bit mapper 130 coupled to the binary FEC encoder, modulators 150 a, 150 b, 150 c coupled to the bit mapper, and a non-binary FEC encoder 170 coupled to the modulators.
- the components in FIG. 2A could be implemented in circuitry that is configured to perform operations as disclosed herein. These components could be implemented using hardware, firmware, and/or other components which execute software that is stored on one or more non-transitory computer or processor readable media (e.g.
- Electronic devices that might be suitable for implementing any or all of these components include, among others, microprocessors, microcontrollers, Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), and/or other types of “intelligent” integrated circuits.
- PLDs Programmable Logic Devices
- FPGAs Field Programmable Gate Arrays
- ASICs Application Specific Integrated Circuits
- a bit stream or sequence 100 is shown to represent input binary bits that are to be transmitted to an intended receiver, such as user equipment (UE).
- the input bits of the bit sequence 100 are fed into the binary FEC encoder no to generate the stream or sequence of coded bits 120 .
- the sequence of coded bits 120 is mapped to a plurality of binary sequences 140 a, 140 b and 140 c using a bit mapper 130 .
- the binary sequences 140 a - c include subsets of the coded bits 120 . These subsets are determined by bit mapper 130 .
- Bit mapper 130 also determines the order of the coded bits in each binary sequence 040 a - c.
- the bit mapper 130 could interleave, scramble, or otherwise change the order of the coded bits 120 before they are mapped to the binary sequences 140 a - c.
- a separate bit level interleaver/scrambler as shown at 22 in FIG. 1 , could be provided and coupled between the binary FEC encoder no and the bit mapper 130 .
- the bit mapper 130 performs any bit-level interleaving, and a separate bit-level scrambler is coupled between the FEC encoder no and the bit mapper.
- the binary sequences 140 a - c are mapped to complex-value symbols 160 a, 160 b and 160 c using stream-specific modulators 150 a, 150 b and 150 c.
- the modulators 150 a - c could be QPSK modulators, for example.
- the modulators 150 a - c are QAM modulators with Gray labeling or different labeling. Different modulators 150 a - c could potentially be used for different streams.
- the set of complex-value symbols 160 a, 160 b and 160 c are fed into the non-binary FEC encoder 170 to generate the output symbols 180 to be transmitted.
- the non-binary FEC encoder 170 could apply a spreading matrix in which the output of each modulator 150 a - c is multiplied by a spreading sequence.
- Symbol-level scrambling and/or interleaving could also or instead be implemented by the non-binary FEC encoder 170 , by applying a scrambling sequence and/or interleaving matrix to the symbols 160 a - c.
- the generated output symbols 180 could be provided as inputs for symbol to RE mapping at 26
- FIG. 2B is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure.
- the apparatus in FIG. 2B like the apparatus in FIG. 2A , includes a binary FEC encoder 210 , a bit mapper 230 coupled to the binary FEC encoder, and modulators 250 a, 250 b, 250 c coupled to the bit mapper.
- the example implementations of components in FIG. 2A provided above also apply to the corresponding components in FIG. 2B . Operations of components as described above with reference to FIG. 2A also apply to the corresponding components in FIG. 2B .
- the sequence 200 is shown to represent input binary bits that are to be transmitted to a receiver, such as a UE, for uplink communications.
- a receiver such as a UE
- Embodiments could also or instead be implemented for uplink communications from UEs to a base station or a network node. Therefore, a UE is referenced herein as an illustrative example of a receiver.
- a base station, network node, or other network equipment could also or instead be an intended receiver of transmitted signals.
- Input bits 200 are fed into the binary FEC encoder 210 to generate the sequence of coded bits 220 . Then, the sequence of coded bits 220 is fed into the bit mapper 230 , which outputs a plurality of output streams 240 a, 240 b, and 240 c. Each output binary stream 240 a - c is mapped to a stream-specific modulator 250 a - c, examples of which are described above with reference to FIG. 2A , generating complex-valued symbols of 260 a, 260 b, 260 c per stream. The complex-valued symbols could be encoded by a non-binary FEC encoder as shown at 170 in FIG. 2A , and/or mapped to REs as shown at 26 in FIG. 1 .
- the coded bit stream 220 includes coded bits b 0 b 1 b 2
- bit mapper 230 generates two streams 240 a - b of size 2 , including a first stream with bits bobs and a second stream including bits b 1 b 2
- the modulators 250 a - b are QPSK modulators.
- b 1 is present in both streams.
- FIG. 3 is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure.
- the apparatus in FIG. 3 like the apparatus in FIG. 2A , includes a binary FEC encoder 310 , a bit mapper 330 coupled to the binary FEC encoder, and modulators 350 a, 350 b, 350 c coupled to the bit mapper.
- the example implementations of components in FIG. 2A provided above also apply to the corresponding components in FIG. 3 . Operations of components as described above with reference to FIG. 2A also apply to the corresponding components in FIG. 3 .
- the sequence 300 is shown to represent input binary bits to be transmitted to a receiver, such as a UE.
- Input bits 300 are fed into the FEC encoder 310 to generate the sequence of coded bits 320 .
- the sequence of coded bits 320 is divided into a plurality of binary sequences 340 a, 340 b and 340 c using a serial to parallel (S/P) converter 330 .
- Bit-level interleaving and/or scrambling as shown at 22 in FIG. 1 , could be implemented in an interleaver/scrambler that is coupled between the FEC encoder 310 and the S/P converter 330 , or as a feature of the S/P converter 330 itself.
- the binary sequences 340 a - c are mapped to complex-value symbols 360 a, 360 b and 360 c using stream-specific modulators 350 a, 350 b and 350 c, examples of which are described above with reference to FIG. 2A .
- the sets of complex-value symbols 360 a, 360 b and 360 c are fed into the symbol-level FEC encoder 370 , examples of which are also described above, to generate the output symbols 380 to be transmitted.
- the symbols 380 could be mapped to REs as shown at 26 in FIG. 1 .
- FIGS. 2B and 3 represent example implementations of the overall framework of FIG. 2A .
- Signal spreading could be provided by bit mapping at 230 such that the bit streams 240 a - c have some common bits and some different bits, by the non-binary FEC encoder 370 , or both.
- FIGS. 4 and 5 are block diagrams of an apparatus implementing bit mapping and modulation techniques according embodiments.
- the example implementations and operation of components in FIG. 2A provided above also apply to the corresponding components in FIGS. 4 and 5 .
- FIGS. 4 and 5 illustrate only a bit mapper and modulators coupled to the bit mapper, other components such as a binary FEC encoder, a bit-level interleaver/scrambler, a non-binary FEC encoder, and/or a symbol to RE mapper, for example, could be provided in other embodiments.
- the bit mapper 430 maps input bits 420 to bit streams 440 a - b such that bits b 1 and b 12 are common to both bit streams, and bits b 01 , b 02 , b 21 , and b 22 are disjoint between the bit streams.
- the QPSK modulators 450 a - b are stream-specific modulators in FIG. 4 .
- the bit mapper 430 provides signal spreading, and therefore there may or may not be a non-binary FEC encoder coupled to the QPSK modulators 450 a - b.
- the bit mapper 530 maps input bits 520 to bit streams 540 a and 540 b such that bit b 11 is common to both bit streams.
- the QPSK modulator 550 a and 16-QAM modulator 550 b are the stream-specific modulators in this example.
- the bit streams 540 a - b include segments b 11 b 20 and b 13 b 12 b 14 b 11 of different lengths, in ratios proportional to the modulation orders of the modulators 550 a, 550 b.
- the order of the bits can be changed by the bit mapper 530 , or by a separate interleaver/scrambler coupled to the bit mapper, for both streams.
- the bit mapper 530 provides signal spreading, and therefore there may or may not be a non-binary FEC encoder coupled to the modulators 550 a - b.
- FIG. 6 is a block diagram of an apparatus implementing a sparse signal spreading technique according to another aspect of the disclosure, an example of sparse spreading will be described.
- the apparatus shown in FIG. 6 includes a FEC modulation and spreading module 610 and a sparse spreader 630 .
- the example implementations in FIG. 2A provided above also apply to the components in FIG. 6 .
- Other components such as a bit-level interleaver/scrambler, a non-binary FEC encoder, and/or a symbol to RE mapper, for example, could be provided in other embodiments.
- FIG. 6 relates to an embodiment in which the generated output symbols 620 , generated from input bits 600 , are fed into the sparse spreader 630 .
- Binary FEC encoding, modulation, and spreading are performed by module 610 .
- the sparse spreader 630 maps the output symbols 620 to corresponding non-zero entries of a sparse spreading vector and generates the sparse output symbols 640 .
- Sparse symbol to RE mapping could also or instead be implemented in FIG. 6 .
- a sparse symbol to RE mapper instead of the sparse spreader 630 , could be coupled to the module 610 to implement sparse symbol to RE mapping.
- the sequences of complex-valued symbols at 760 are fed into non-binary FEC encoder 770 with possible “o” output to generate the sparse output symbols 780 .
- the input bits 700 , binary FEC encoder 710 , coded bit stream 720 , bit mapper 730 , bit streams 740 a - c, and modulators 750 a - c are also shown.
- the example implementations and operation of components in FIG. 2A provided above also apply to the corresponding components in FIG. 7 .
- FIG. 8 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure
- an example of signal spreading and multiplexing of receivers such as multiple UEs
- the example implementations of components in FIG. 2A provided above also apply to the components of at least the transmit point 800 in FIG. 8 .
- Such implementations could also be applied to the UEs 870 , 870 b.
- the antennas 850 , 860 a, 860 b could include one or more physical antenna elements of any of various types, together with appropriate transmit circuitry or modules at the transmit point 800 and at least appropriate receive circuitry or modules at the UEs 870 a - b.
- the input bit streams 810 a and 810 b are first fed into the blocks 820 a and 820 b representing binary FEC, modulation, and spreading, by stream-specific bit mapping and/or non-binary FEC encoding, for example.
- Bit-level interleaving/scrambling, symbol-level interleaving/scrambling, and/or symbol to RE mapping could also be provided.
- Each stream of output symbols is fed into UE-specific (and/or user-specific) power scalers 830 a - b, which apply power scaling vectors to scale the input symbols using a real-valued vector to generate the output power-scaled symbols.
- UEs 870 a - b are examples of receivers.
- FIG. 9 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure.
- another example of signal spreading and multiplexing of receivers such as multiple UEs, will be discussed.
- the example implementations and operation of components in FIG. 2A provided above also apply to the components shown in FIG. 9 .
- the input bit streams 910 a and 910 b are first fed into the binary FEC encoders 920 a and 920 b.
- the streams of output coded bits at 930 are fed into bit multiplexer 940 , which performs bit multiplexing to generate a single stream of bits 950 .
- the bit multiplexer 940 may apply additional transformations or logical operations, such as bit-level interleaving/scrambling for example, but in an embodiment applies only bit multiplexing.
- Bit-level interleaving/scrambling could also or instead be applied to the stream 950 by the bit mapper 960 or by a separate interleaver/scrambler, and/or to any or all of the coded bit streams 930 by one or more interleavers/scramblers.
- the stream 950 is divided into a plurality of binary sequences 950 a, 950 b and 950 c by the bit mapper 960 . Then, these binary sequences are mapped to complex-value symbols at 970 , by stream-specific modulators 960 a, 960 b and 960 c. Then, the sets of complex-value symbols at 970 are fed into the non-binary FEC encoder 990 to generate the output symbols 990 to be transmitted, and those symbols could be mapped to REs, as shown at 26 in FIG. 1 .
- FIG. 10 is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described.
- the example apparatus includes a joint maximum likelihood (ML) detector or receiver 1010 , and binary FEC decoders 1030 a, 1030 b, 1030 c coupled to the joint ML detector.
- ML maximum likelihood
- FIG. 10 could be implemented in circuitry that is configured to perform operations as disclosed herein, and examples are described above.
- the received signal 1000 is fed into the joint ML detector 1010 to generate the output LLRs of coded bit streams 1020 a, 1020 b and 1020 c corresponding to each data stream.
- Coded bit streams 1020 a, 1020 b and 1020 c are then fed into the binary FEC decoders 1030 a, 1030 b and 1030 c to generate the final decoded bit streams 1040 a, 1040 b and 1040 c.
- FIG. 11 is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of an embodiment of the receiver in FIG. 10 to decode the data streams corresponding to a plurality of receivers such as UEs with sparse spreading will be described.
- the detector or receiver 1110 and the binary FEC decoders 1130 a, 1130 b, 1130 c coupled thereto could be implemented as described above for the receiver/detector and decoders in FIG. 10 .
- the received signal 1100 is fed into the message passing algorithm (MPA) detector 1110 to generate the output LLRs of coded bit streams 1120 a, mob and 1120 c corresponding to each data stream.
- Coded bit streams 1120 a, mob and 1120 c are then fed into the binary FEC decoders 1130 a, 1130 b and 1130 c to generate the final decoded bit streams 1140 a, 1140 b and 1140 c.
- FIG. 12 is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described.
- the example apparatus includes a demodulator 1210 , an iterative MPA detector 1230 coupled to the demodulator, and binary FEC decoders 1250 a, 1250 b, 1250 c coupled to the detector.
- the components in FIG. 12 could be implemented in circuitry that is configured to perform operations as disclosed herein, and examples are described above.
- the received signal 1200 is fed into the demodulator 1210 to generate the output likelihood streams 1220 a, 1220 b and 1220 c corresponding to each data stream.
- An example of the demodulator 1210 includes a QAM demapper.
- the streams of likelihood values are fed into the iterative message passing detector 1230 to take advantage of the redundant bits in the streams of symbols and potentially enhance the reliability of the LLRs of coded bit streams 1240 a, 1240 b and 1240 c.
- the LLR streams 1240 a, 1240 b and 1240 c are then fed into the binary FEC decoders 1250 a, 1250 b and 1250 c to generate the final decoded bit streams 1260 a, 1260 b and 1260 c.
- FIG. 13 is a block diagram of a receiver apparatus according to another aspect of the disclosure an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described.
- the iterative MPA detector 1330 and the binary FEC decoders 1350 a, 1350 b, 1350 c coupled thereto could be implemented as described above for the detector and decoders in FIG. 12 .
- the example component implementation options provided above for other components could also be applied to the non-binary FEC decoder 1310 .
- the received signal 1300 is fed into the non-binary FEC decoder 1310 to generate the output likelihood streams 1320 a, 1320 b and 1320 c corresponding to each data stream.
- An example of a non-binary FEC decoder is a Reed-Solomon decoder.
- the streams of likelihood values are fed into the iterative message passing detector 1330 to take advantage of the redundant bits in the streams of symbols and potentially enhance the reliability of the LLRs of coded bit streams 1340 a, 1340 b and 1340 c.
- the LLR streams 1340 a, 1340 b and 1340 c are then fed into the FEC decoders 1350 a, 1350 b and 1350 c to generate the final decoded bit streams 1360 a, 1360 b and 1360 c.
- FIG. 14 is a flow diagram of an example method, and more generally illustrates aspects of the present disclosure.
- the example method 1400 includes applying binary FEC encoding to a stream of input bits at 1402 , to generate a stream of coded bits.
- the mapping could include interleaving and/or scrambling of the stream of coded bits. In other embodiments, either or both of interleaving and scrambling could be provided separately from the mapping, as shown at 1404 .
- the example method 1400 also includes mapping the stream of coded bits to a plurality of binary streams at 1406 . In some embodiments, at least one coded bit is mapped to more than one of the binary streams and none of the binary streams are identical to each other. Stream-specific modulations are applied to the plurality of binary streams at 1408 .
- Applying stream-specific modulations at 1408 could involve generating a plurality of first streams comprising complex-valued signals.
- a method could involve applying non-binary FEC encoding to the plurality of first complex-valued streams, at 1410 , to generate a second complex-valued stream.
- An operation of transmitting signals is shown at 1412 as an illustrative example of further operations that could be performed after coding and modulation.
- Other variations of the example method 1400 could include performing the illustrated operations in any of various ways, in a similar or different order than shown, and/or performing additional or fewer operations.
- the binary streams into which coded bits are mapped at 1406 could, but might not necessarily be, disjoint.
- the mapping at 1406 could involve dividing the stream of coded bits among the binary streams.
- Applying binary FEC encoding at 1402 could involve applying binary FEC encoding to streams of input bits that are associated with multiple UEs, to generate streams of coded bits.
- a method could then involve bit multiplexing the streams of coded bits into a bit multiplexed stream of coded bits, and mapping the bit multiplexed stream of coded bits into multiple streams at 1406 .
- the streams of coded bits are mapped at 1406 , and symbols that are generated from the binary streams by the stream-specific modulations at 1408 (or a second complex-valued stream generated by optional non-binary FEC encoding at 1410 ) are multiplexed using stream-specific power scaling vectors.
- the stream-specific modulations that are applied at 1408 could include, for example QAM mapping, with Gray or non-Gray labeling.
- the stream-specific modulations could also or instead include stream-specific modulations of different orders.
- the optional non-binary FEC encoding at 1410 could involve outputting the first complex-valued streams as the second complex-valued stream.
- the non-binary FEC encoding at 1410 involves symbol-level spreading in which each of the first complex-valued streams is multiplied by a spreading sequence.
- Other embodiments encompass non-binary FEC encoding that includes one or both of: symbol-level scrambling in which each of the first complex-valued streams is multiplied by a scrambling sequence, and symbol-level interleaving in which each of the first complex-valued streams is multiplied by an interleaving s.
- Methods could also involve sparsely spreading the stream-specific modulated binary streams, or a second complex-valued stream from non-binary FEC encoding, using a sparse spreading vector.
- Such spreading involves spreading symbols that are generated from the binary streams by the stream-specific modulations, or FEC-encoded symbols if non-binary FEC encoding is applied.
- sparsely spreading the stream-specific modulated binary streams or a second complex-valued stream involves using non-binary FEC encoding with at least one “o” output.
- Example receiver/decoder-side operations are also shown by way of example in FIG. 14 .
- a signal that includes a data stream, or multiple data streams, to be decoded is received at 1450 .
- Coded bit likelihood values such as LLRs, are generated at 1452 . This could involve using ML detection, or a message passing algorithm, for example.
- generation of likelihood values at 1452 involves demodulation, and calculating a stream of likelihood values by using iterative message passing.
- Another embodiment involves using non-binary FEC decoding and calculating a stream of coded bit LLRs by using iterative message passing.
- the data stream, or each data stream in the case of multiple data streams, in a received signal is decoded using FEC decoding.
- FIG. 15 is a block diagram of an example apparatus in which embodiments could be implemented.
- the apparatus 1500 includes a modulator/encoder 1504 coupled to an input 1502 .
- the apparatus 1500 also includes a transmitter 1506 coupled to the parity modulator/encoder 1504 .
- the apparatus 1500 also includes an antenna 1508 , coupled to a transmitter 1506 , for transmitting signals over a wireless channel.
- the transmitter 1506 includes components of an RF transmit chain.
- a memory 1512 is also shown in FIG. 15 , coupled to the modulator/encoder 1504 and to the transmitter 1506 .
- the modulator/encoder 1504 is implemented in circuitry, such as a processor, that is configured to implement features as disclosed herein.
- the modulator/encoder 1504 could include components as shown in any of FIGS. 1 to 9 , for example.
- processor-executable instructions to configure a processor to perform operations disclosed herein are stored in a non-transitory processor-readable medium.
- the non-transitory medium could include, in the memory 1512 for example, one or more solid-state memory devices and/or memory devices with movable and possibly removable storage media.
- An apparatus could therefore include a processor, and a memory such as 1512 coupled to the processor, storing instructions which, when executed by the processor, cause the processor to perform a method as disclosed herein.
- FIG. 15 generalizes an apparatus that includes a binary FEC encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams; and a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams.
- a binary FEC encoder to encode a stream of input bits into a stream of coded bits
- a bit mapper coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams
- a modulator coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams.
- a bit mapper could be configured to interleave and/or scramble the stream of coded bits. In other embodiments, either or both of interleaving and scrambling could be implemented separately from a bit mapper, in a bit-level interleaver/scrambler as shown in FIG. 1 for example.
- the bit mapper is configured to map coded bits such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other.
- the modulator is configured in some embodiments to generate a plurality of first streams comprising complex-valued signals.
- a non-binary FEC encoder could be coupled to the bit mapper, to encode the plurality of first complex-valued streams into a second complex-valued stream.
- bit mapper could be configured to divide the coded bits among the binary streams.
- the binary FEC encoder is configured to apply binary FEC encoding to streams of input bits associated with multiple UEs to generate streams of coded bits.
- a bit multiplexer could be coupled to the binary FEC encoder, and configured to bit multiplex the streams of coded bits into a bit multiplexed stream of coded bits, with the mapper being configured to map the bit multiplexed stream of coded bits.
- a power scaler is operatively coupled to the modulator, or to the non-binary FEC encoder if non-binary FEC encoding is implemented, to multiplex the stream-specific modulated binary streams or the second complex-valued stream using stream-specific power scaling vectors.
- the modulator could include a plurality of stream-specific QAM mappers, to apply QAM mapping with Gray or non-Gray labeling. More generally, a modulator could include a plurality of stream-specific modulators, which could be of different orders.
- a non-binary FEC encoder could be configured to output the first complex-valued streams as the second complex-valued stream.
- the non-binary FEC encoder could be configured to instead implement symbol-level spreading in which each of the first complex-valued streams is multiplied by a spreading sequence, or to implement one or both of: symbol-level scrambling in which each of the first complex-valued streams is multiplied by a scrambling sequence, and symbol-level interleaving in which each of the first complex-valued streams is multiplied by an interleaving matrix.
- a sparse spreader could be coupled to the modulator to spread the stream-specific modulated binary streams, or a second complex-valued stream from non-binary FEC encoding, using a sparse spreading vector.
- Such spreading involves spreading symbols that are generated from the binary streams by the stream-specific modulations, or FEC-encoded symbols if non-binary FEC encoding is applied.
- a non-binary FEC encoder coupled to the modulator, or a further non-binary FEC encoder coupled to another non-binary FEC encoder, could be configured to spread the stream-specific modulated binary streams, or the second complex-valued stream, using non-binary FEC encoding with at least one “o” output.
- FIG. 16 is a block diagram of another example apparatus in which embodiments could be implemented.
- the apparatus 1600 includes a receiver 1604 coupled to an antenna 1602 for receiving signals from a wireless channel, and to a demodulator/decoder 1606 .
- a memory 1612 is also shown in FIG. 16 , coupled to receiver 1604 and to the demodulator/decoder 1614 .
- the receiver 1604 includes components of an RF receive chain.
- the receiver 1604 receives, via the antenna 1602 , signals that include data streams that are to be decoded.
- the demodulator/decoder 1606 is configured to implement receiver decoder-side features as disclosed herein. Decoded bits are output at 1620 for further receiver processing.
- the apparatus 1600 and similarly the apparatus 1500 in FIG. 15 as noted above, include a non-transitory computer readable medium at 1512 , 1612 that includes instructions for execution by a processor to implement and/or control operation of the modulator/encoder 1504 in FIG. 15 , to implement and/or control operation of the and the demodulator/decoder 1606 in FIG. 16 , and/or to otherwise control the execution of methods described herein.
- the processor may be a component of a general-purpose computer hardware platform.
- the processor may be a component of a special-purpose hardware platform.
- the processor may be an embedded processor, and the instructions may be provided as firmware.
- the instructions for execution by a processor may be embodied in the form of a software product.
- the software product may be stored in a non-volatile or non-transitory storage medium, which could be, for example, a compact disc read-only memory (CD-ROM), universal serial bus (USB) flash disk, or a removable hard disk, at 1512 , 1612 .
- CD-ROM compact disc read-only memory
- USB universal serial bus
- the demodulator/decoder 1606 is implemented in circuitry that is configured to implement features as disclosed herein.
- the demodulator/decoder 1606 could include components as shown in any of FIGS. 10 to 13 , for example.
- the receiver 1604 and/or the demodulator/decoder 1606 could be fully or partially implemented in software or modules stored in the memory 1612 and executed by a processor(s) of the apparatus 1600 .
- An apparatus could therefore include a processor, and a memory such as 1612 coupled to the processor, storing instructions which, when executed by the processor, cause the processor to perform a method as disclosed herein, or receiving/decoding operations corresponding to transmitting/encoding operations disclosed herein.
- FIG. 16 generalizes an apparatus that includes a receiver to receive a signal comprising a data stream, or multiple data streams, to be decoded; a signal detector, coupled to the receiver, to generate coded bit likelihood values such as LLRs; and a FEC decoder, coupled to the signal detector, to decode the data stream, or each data stream, in a received signal.
- the signal detector could be configured to generate coded bit likelihood values using one of: ML detection, a message passing algorithm, a combination of demodulation and iterative message passing, and a combination of non-binary forward error correcting (FEC) decoding and iterative message passing, for example.
- FEC forward error correcting
- Communication equipment could include the apparatus 1500 , the apparatus 1600 , or both a transmitter and a receiver and both a modulator/encoder and a demodulator/decoder as described above. Such communication equipment could be user equipment or communication network equipment.
- FIGS. 15 and 16 are generalized block diagrams of apparatus that could be used to implement embodiments disclosed herein.
- FIG. 17 is a block diagram of an example processing system which provides a higher level implementation example and which may be used to implement embodiments disclosed herein.
- the apparatus 1500 , the apparatus 1600 , or both, may be implemented using the example processing system 1700 , or variations of the processing system 1700 .
- the processing system 1700 could be a radio access node or a wireless device, for example, or any suitable processing system.
- Other processing systems suitable for implementing embodiments described in the present disclosure may be used, which may include components different from those discussed below.
- FIG. 17 shows a single instance of each component, there may be multiple instances of each component in the processing system 1700 .
- the processing system 1700 may include one or more processing devices 1705 , such as a processor, a microprocessor, an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA), a dedicated logic circuitry, or combinations thereof.
- the processing system 1700 may also include one or more input/output (I/O) interfaces 1710 , which may enable interfacing with one or more appropriate input devices 1735 and/or output devices 1740 .
- the processing system 1700 may include one or more network interfaces 1715 for wired or wireless communication with a network (e.g., an intranet, the Internet, a P2P network, a WAN and/or a LAN) or other node.
- a network e.g., an intranet, the Internet, a P2P network, a WAN and/or a LAN
- the network interfaces 1715 may include wired links (e.g., Ethernet cable) and/or wireless links (e.g., one or more antennas) for intra-network and/or inter-network communications.
- the network interfaces 1715 may provide wireless communication via one or more transmitters or transmit antennas and one or more receivers or receive antennas, for example.
- a single antenna 1745 is shown, which may serve as both transmitter and receiver.
- the processing system 1700 may also include one or more storage units 1720 , which may include a mass storage unit such as a solid state drive, a hard disk drive, a magnetic disk drive and/or an optical disk drive.
- the processing system 1700 may include one or more memories 1725 , which may include a volatile or non-volatile memory (e.g., a flash memory, a random access memory (RAM), and/or a read-only memory (ROM)).
- the non-transitory memories 1725 may store instructions for execution by the processing devices 1705 , such as to carry out examples described in the present disclosure.
- the memories 1725 may include other software instructions, such as for implementing an operating system and other applications/functions.
- one or more data sets and/or modules may be provided by an external memory (e.g., an external drive in wired or wireless communication with the processing system 1700 ) or may be provided by a transitory or non-transitory computer-readable medium.
- non-transitory computer readable media examples include a RAM, a ROM, an erasable programmable ROM (EPROM), an electrically erasable programmable ROM (EEPROM), a flash memory, a CD-ROM, or other portable memory storage.
- RAM random access memory
- ROM read-only memory
- EPROM erasable programmable ROM
- EEPROM electrically erasable programmable ROM
- flash memory a CD-ROM, or other portable memory storage.
- the bus 1730 may be any suitable bus architecture including, for example, a memory bus, a peripheral bus or a video bus.
- the input devices 1735 e.g., a keyboard, a mouse, a microphone, a touchscreen, and/or a keypad
- output devices 1740 e.g., a display, a speaker and/or a printer
- one or more of the input devices 1735 and/or the output devices 1740 may be included as a component of the processing system 1700 .
- FIG. 18 is a block diagram of an example communication system in which embodiments of the present disclosure could be implemented.
- the example communication system 1800 in FIG. 18 includes a Core Network (CN) 1804 and an access network (e.g. Radio Access Network (RAN)) 1802 .
- the access network 1802 includes network equipment 1810 , 1812 , 1814 that implements the access methods described above to provide UEs 1822 , 1824 with access to networks and/or services available via the core network 1804 .
- the UEs 1822 , 1824 are configured to transmit and/or receive data to and/or from the network equipment 1814 via wireless communication links 1838 , 1939 .
- Each user equipment 1822 , 1824 represents any suitable end user device and may include (or be referred to as) an Electronic Device (ED), wireless device, Wireless Transmit/Receive Unit (WTRU), Machine Type Communication (MTC) device, station (STA), mobile station, fixed or mobile subscriber unit, cellular telephone, personal digital assistant (PDA), smartphone, laptop, computer, touchpad, wireless sensor, or other consumer electronics device.
- ED Electronic Device
- WTRU Wireless Transmit/Receive Unit
- MTC Machine Type Communication
- STA station
- PDA personal digital assistant
- smartphone laptop, computer, touchpad, wireless sensor, or other consumer electronics device.
- the access network 1802 communicates with the core network 1804 over another network communication link 1840 .
- the core network 1804 may include network equipment that communicates with one or more installations of the network equipment 1810 , 1812 , 1814 in the access network 1802 .
- the core network might not itself directly provide communication service to user equipment.
- the communication system 1800 is intended solely as an illustrative example.
- An access network 1802 could include more or fewer than three installations of network equipment, for example, which might or might not all directly communicate with each other as shown. Also, more than one installation of network equipment in the access network 1802 could provide communication service to user equipment. There could be more than one access network 1802 coupled to a core network 1804 . It should also be appreciated that the present disclosure is not in any way limited to communication systems having an access network/core network structure.
- any of various implementations are possible.
- the exact structure of network equipment 1810 , 1812 , 1814 , and user equipment 1822 , 1824 for which such network equipment provides communication service, is implementation-dependent.
- the apparatus 1500 , 1600 , and 1700 in FIGS. 15 to 17 are examples of communication equipment that could be implemented at user equipment 1822 , 1824 and/or network equipment 1810 , 1812 , and 1814 .
- At least the network equipment 1814 that provides communication service to the user equipment 1822 , 1824 includes a physical interface and communications circuitry to support communications with the user equipment over the links 1838 , 1839 .
- the physical interface could be in the form of an antenna or an antenna array, for example, where the access communication links 1838 , 1839 are wireless links. Multiple interfaces could be provided at the network equipment 1814 to support multiple access communication links 1838 , 1839 of the same type or different types, for instance.
- the type of communications circuitry coupled to the physical interface or interfaces at the access network equipment 1814 is dependent upon the type or types of access communication links 1838 , 1839 and the communication protocol or protocols used to communicate with the user equipment 1822 , 1824 .
- the network equipment 1810 , 1812 , 1814 also includes a physical interface, or possibly multiple physical interfaces, and communications circuitry to enable communications with other network equipment in the access network 1802 . At least some installations of network equipment 1810 , 1812 , and 1814 also include one or more physical interfaces and communications circuitry to enable communications with core network equipment over the communication link 1840 . There could be multiple communication links between network equipment 1810 , 1812 , 1814 and the core network 1804 . Communication links 1832 , 1834 , 1836 in the access network 1802 , and the communication link 1840 to the core network 1804 , could be the same type of communication link.
- the same type of physical interface and the same communications circuitry at the network equipment 1810 , 1812 , and 1814 could support communications between access network equipment within the access network 1802 and between the access network 1802 and the core network 1804 .
- Different physical interfaces and communications circuitry could instead be provided at the network equipment 1810 , 1812 , 1814 for communications within the access network 1802 and between the access network 1802 and the core network 1804 .
- the network equipment 1814 (and network equipment 1810 , 1812 if used for network access) is configured to wirelessly communicate with one or more user equipment 1822 , 1824 , to enable access to the core network 1804 and/or other networks or services available via the core network 1804 .
- the network equipment 1814 (and possibly 1810 , 1812 ) may include (or be) one or more of several well-known devices, such as a base station, a base transceiver station (BTS), a radio access node, a Node-B (NodeB or NB), an evolved NodeB (eNodeB), a gNodeB (sometimes called a “gigabit” NodeB), a Home NodeB (e.g.
- the network equipment 1814 operates to transmit and/or receive wireless signals within a particular geographic region or area, sometimes referred to as a “cell.”
- multiple-input multiple-output (MIMO) technology may be employed having multiple transceivers for each cell.
- the term network equipment may also refer to modules on the network side configured to perform certain processing operations and which are not necessarily part of the equipment housing the network equipment transceiver.
- the network equipment 1814 (and possibly 1810 , 1812 ) may actually be a plurality of base stations or TPs that are operating together to serve the user equipment 1822 , 1824 , e.g. with multi-point transmissions.
- Network equipment in the core network 1804 could be similar in structure to the network equipment 1810 , 1812 , 1814 . However, as noted above, network equipment in the core network 1804 might not directly provide communication service to user equipment and therefore might not include physical interfaces for access communication links or associated communications circuitry. Physical interfaces and communications circuitry at network equipment in the core network 1804 could support the same type or types of network communication link or links as in the access network 1802 , different type or types of network communication link or links, or both.
- communications circuitry is implementation-dependent as well.
- hardware, firmware, components which execute software, or some combination thereof might be used in implementing such communications circuitry. Examples of electronic devices that might be suitable for implementing communications circuitry are provided above.
- Each installation of user equipment 1822 , 1824 includes a physical interface and communications circuitry compatible with a physical interface and communications circuitry at the network equipment 1814 , to enable the user equipment to communicate with the network equipment.
- Multiple physical interfaces of the same or different types could be provided at the user equipment 1822 , 1824 .
- the user equipment 1822 , 1824 could also include such components as input/output devices through which functions of the user equipment are made available to a user. In the case of a wireless communication device such as a smartphone, for example, these functions could include not only communication functions, but other local functions which need not involve communications.
- Different types of user equipment 1822 , 1824 such as different smartphones for instance, could be serviced by the same network equipment 1814 .
- any of the communication links 1832 , 1834 , 1836 , 1838 , 1839 , 1840 , and communication links in the core network 1804 could potentially be or include wireless communication links. Such communication links tend to be used more often within an access network 1802 than in a core network 1804 , although wireless communication links at the core network level are possible.
- transmitter apparatus and method features could be implemented in communication network equipment such as base transceiver stations for downlink communications, and/or in UEs for uplink communications.
- receiver features could be implemented in UEs and/or in network equipment.
- the components illustrated in the apparatus drawings could be implemented using hardware, firmware, components which execute software, or some combination thereof. Electronic devices that might be suitable for implementing any or all of these components include, among others, microprocessors, microcontrollers, Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), and other types of “intelligent” integrated circuits.
- PLDs Programmable Logic Devices
- FPGAs Field Programmable Gate Arrays
- ASICs Application Specific Integrated Circuits
- Transmitters and receivers could perform other operations in addition to those described herein, depending on the specific implementation and the types of communication functions and protocols to be supported.
- non-transitory processor-readable medium could store instructions which, when executed by one or more processors, cause the one or more processors to perform a method as disclosed herein.
Abstract
Binary forward error correcting (FEC) encoding is applied to a stream of input bits, to generate a stream of coded bits. The coded bits are mapped to multiple binary streams. In some embodiments, at least one coded bit is mapped to more than one of the binary streams and none of the binary streams are identical to each other. Stream-specific modulations are applied to the binary streams. Non-binary FEC encoding could be applied after the stream-specific modulations.
Description
- The present application is a continuation of Non-Provisional patent application Ser. No. 16/123,895, filed on Sep. 6, 2018, entitled “Methods and Apparatus for Signal Spreading and Multiplexing,” which is a continuation of PCT Patent Application No. PCT/CN2017/080098, filed on Apr. 11, 2017, entitled “Methods and Apparatus for Signal Spreading and Multiplexing,” which claims priority to U.S. Provisional Application No. 62/321,628, filed on Apr. 12, 2016, entitled “Methods and Apparatus for Signal Spreading and Multiplexing,” all of which applications are hereby incorporated by reference herein as if reproduced in their entirety.
- This application relates to communications, and in particular to spreading a signal and multiplexing a plurality of signals that are to be transmitted.
- In some embodiments, multiple levels of Forward Error Correction (FEC) codes are used, including binary (bit-level) and non-binary (symbol level) FEC codes.
- Spreading of a signal over multiple time/frequency resources is performed for the purpose of achieving higher diversity, reliability and robustness to interference and channel variations.
- Code division multiple access (CDMA) is a multiple access technique in which data symbols are spread out over orthogonal or near-orthogonal code sequences. Conventional CDMA encoding is a two-step process in which a binary code is mapped to a quadrature amplitude modulation (QAM) symbol before a spreading sequence is applied. CDMA can be considered a form of repetition of QAM symbols by using different amplitude and phases in accordance with the spreading sequence.
- Conventional CDMA encoding can provide relatively high coding rates. However, new techniques/mechanisms for achieving even higher coding rates may be desirable to meet the ever-growing demands of next-generation wireless networks. Low density spreading (LDS) is a form of CDMA used for multiplexing different layers of data. LDS uses repetitions of the same symbol on layer-specific nonzero positions in time or frequency. As an example, in LDS-orthogonal frequency division multiplexing (OFDM) a constellation point is repeated over nonzero frequency tones of an LDS block. This sparse spreading helps reduce the decoding complexity when many (e.g., more than the spreading length) LDS signals are multiplexed together.
- In sparse code multiple access (SCMA), a multidimensional codebook is used to spread data over tones without necessarily repeating symbols. In SCMA the multidimensional spreading codebooks are sparse and hence detection can be made simpler.
- According to an aspect of the present disclosure, a method involves: applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits; mapping the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other; and applying stream-specific modulations to the plurality of binary streams.
- According to another aspect, a method includes: applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits; mapping the stream of coded bits to a plurality of binary streams; applying stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and applying non-binary FEC encoding to the plurality of first complex-valued streams to generate a second complex-valued stream.
- According to another aspect, an apparatus includes: a binary forward error correcting (FEC) encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other; and a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams.
- An apparatus according to another aspect includes: a binary forward error correcting (FEC) encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams; a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and a non-binary FEC encoder, coupled to the bit mapper, to encode the plurality of first complex-valued streams into a second complex-valued stream.
- Also provided is a method that involves: receiving a signal comprising data streams to be decoded; generating coded bit log likelihood ratios (LLRs) using maximum likelihood (ML) detection; and decoding each data stream using FEC decoding.
- In an embodiment, a message passing algorithm is used for calculating the coded bit LLRs, in which case a method includes receiving a signal comprising data streams to be decoded; generating coded bit LLRs using a message passing algorithm; and decoding each data stream using FEC decoding.
- Another method involves: receiving a signal comprising data streams to be decoded; generating a stream of likelihood values using demodulation; calculating the stream of likelihood values by using iterative message passing, and decoding the data stream using FEC decoding.
- A further method involves: receiving a signal comprising a data stream to be decoded; generating a stream of likelihood values using non-binary FEC decoding; calculating a stream of coded bit LLRs by using iterative message passing, and decoding the data stream using FEC decoding.
- A non-transitory processor-readable medium may be used to store instructions which, when executed by one or more processors, cause the one or more processors to perform a method as disclosed herein.
- An apparatus according to another aspect includes: a receiver to receive the signal referenced above; and one or more components, coupled to the receiver, configured to perform the generating, calculating, and/or decoding referenced above. In an embodiment, such an apparatus includes: a receiver to receive a signal comprising a data stream to be decoded; a signal detector, coupled to the receiver, to generate coded bit likelihood values using one of: ML detection, a message passing algorithm, a combination of demodulation and iterative message passing, and a combination of non-binary FEC decoding and iterative message passing; and a FEC decoder, coupled to the signal detector, to decode the data stream.
- Aspects and features of the present disclosure will become apparent, to those ordinarily skilled in the art, upon review of the following description of the various embodiments of the disclosure.
- Embodiments will be described in greater detail with reference to the accompanying drawings.
-
FIG. 1 is a block diagram illustrating an example of an apparatus that could be used in implementing a non-orthogonal multiple access (NoMA) scheme. -
FIG. 2A is a block diagram of an apparatus implementing a signal spreading technique according to an aspect of the disclosure. -
FIG. 2B is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure. -
FIG. 3 is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure. -
FIG. 4 is a block diagram of an apparatus implementing a bit mapping and modulation technique according to another aspect of the disclosure. -
FIG. 5 is a block diagram of an apparatus implementing a bit mapping and modulation technique according to another aspect of the disclosure. -
FIG. 6 is a block diagram of an apparatus implementing a sparse signal spreading technique according to another aspect of the disclosure. -
FIG. 7 is a block diagram of a sparse signal spreading apparatus according to another aspect of the disclosure. -
FIG. 8 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure. -
FIG. 9 is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure. -
FIG. 10 is a block diagram of a receiver apparatus according to another aspect of the disclosure. -
FIG. 11 is a block diagram of a receiver apparatus according to another aspect of the disclosure. -
FIG. 12 is a block diagram of a receiver apparatus according to another aspect of the disclosure. -
FIG. 13 is a block diagram of a receiver apparatus according to another aspect of the disclosure. -
FIG. 14 is a flow diagram of an example method according to an embodiment. -
FIG. 15 is a block diagram of an example apparatus in which embodiments could be implemented. -
FIG. 16 is a block diagram of another example apparatus in which embodiments could be implemented. -
FIG. 17 is a block diagram of an example processing system, which may be used to implement embodiments disclosed herein. -
FIG. 18 is a block diagram of an example communication system. - It should be understood at the outset that although illustrative implementations of one or more embodiments of the present disclosure are provided below, the disclosed systems and/or methods may be implemented using any number of techniques, whether currently known or later developed. The disclosure should in no way be limited to the illustrative implementations, drawings, and techniques illustrated below, including the designs and implementations illustrated and described herein, but may be modified within the scope of the appended claims along with their full scope of equivalents.
- Demand for higher data rates in telecommunications systems continues to increase. At the same time, more transmission flexibility and robustness toward network impairments is demanded with minimal change to current network architecture. Improvement in efficient signaling design for signal spreading and multi-user signal multiplexing by reusing current physical layer structure is an area that could aid in meeting these demands.
- Aspects of the present disclosure may involve using current physical layer communication system structure to provide efficient signaling design for spreading. Signal spreading may provide more reliability, diversity and robustness towards network impairments. Multi-user signal multiplexing may provide more spectral efficiency, scheduling flexibility, robustness to channel state information (CSI) feedback accuracy, robustness to channel aging, and robustness to issues that may arise from UE mobility, for example.
- The present disclosure provides many different methods that can be used or performed by a transmitter. A first method includes generating different streams of binary sequences at the output of a bit mapping component that is coupled to an output of a FEC encoder, e.g. a turbo encoder, and mapping each stream of the binary sequences to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator, and mapping these streams of complex-valued modulation symbols to another stream of complex-valued symbols using a non-binary FEC encoding, such as Reed-Solomon encoding.
- In an embodiment, the method includes generating different streams of binary sequences at the output of a bit mapping component that is coupled to an output of a FEC encoder, e.g. a turbo encoder, and mapping each stream of the binary sequences to a QAM symbol or another complex-valued modulation symbol.
- Another embodiment of a method at a transmitter includes two-level FEC encoding. Such a method may involve using binary FEC encoding to generate a coded bit stream which is then divided into a plurality of coded bit streams, mapping each coded bit stream to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator to generate a plurality of QAM symbols or other complex-valued modulation symbols, and mapping these complex-valued modulation symbols to complex-valued symbols using a non-binary FEC encoding, such as Reed-Solomon encoding.
- A method at a transmitter could also or instead involve applying sparse spreading on the generated complex-valued symbols by mapping the complex-valued symbols to non-zero entries of a signature pattern. In an embodiment, the method also involves sparse spreading by directly applying non-binary FEC encoding with possible zero output symbols.
- A second method at a transmitter involves multiplexing complex-valued signals that are to be transmitted to multiple UEs. In an embodiment, the method involves generating complex-valued modulation symbols for each UE signal using a UE-specific (and/or user-specific) mapping rule and/or UE-specific (and/or user-specific) sparse spreading, and multiplexing the symbols in the UEs' signals together using a UE-specific (and/or user-specific) power scaling vector.
- In another embodiment, a method at a transmitter involves generating a signal that includes data to be transmitted to a plurality of UEs. Binary sequences are generated by a stream-specific bit mapper that is coupled to an output of an FEC encoder, e.g. a turbo encoder, and each multiplexed binary sequence is mapped to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator.
- Another method at a transmitter includes generating the signal that includes the data to be transmitted to a plurality of UEs by first using a binary FEC to generate a plurality of coded bit streams for each UE, and then multiplexing the coded bit streams of different UEs to generate a binary stream which is then mapped to a plurality of binary streams using a bit mapping component. In an embodiment, the method further includes mapping each binary stream to a QAM symbol or another complex-valued modulation symbol using a stream-specific modulator, generating a plurality of QAM symbols or other complex-valued modulation symbols, and mapping the complex-valued modulation symbols to a plurality of complex-valued symbols using non-binary FEC encoding.
- The present disclosure also provides many different methods that can be used or performed by a receiver. A first method at a receiver includes attempting to decode the data of at least one of a plurality of UEs. The method further includes joint maximum likelihood (ML) detection of the data of at least one of the plurality of UEs, calculating the log-likelihood ratios (LLRs) for the coded bits of at least one of the plurality of UEs, and decoding the data of at least one of the plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- In another embodiment, a method at a receiver involves using a message passing algorithm (MPA) to calculate the LLRs for the coded bits of at least one of a plurality of UEs, and decoding the data of at least one of the plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- Another method at a receiver includes QAM de-mapping to generate the likelihood values of each symbol that includes data for at least one of plurality of UEs, iterative message passing to find a second set of LLRs for coded bits of at least one of plurality of UEs, and decoding the data of at least one of plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- Another method at a receiver includes non-binary FEC decoding to generate the likelihood values of each symbol that includes the data of at least one of plurality of UEs, iterative message passing to find the second set of LLRs for coded bits of at least one of plurality of UEs, and decoding the data of at least one of plurality of UEs using FEC decoding, e.g. in a Turbo decoder.
- Example embodiments will now be described with reference to the drawings. The embodiments set forth herein represent information sufficient to practice the claimed subject matter and illustrate the best way of practicing such subject matter. Upon reading the following description in light of the accompanying figures, those of skill in the art will understand the concepts of the claimed subject matter and will recognize applications of these concepts not particularly addressed herein. It should be understood that these concepts and applications fall within the scope of the disclosure and the accompanying claims.
- Moreover, it will be appreciated that any module, component, or device disclosed herein that executes instructions may include or otherwise have access to a non-transitory computer/processor readable storage medium or media for storage of information, such as computer/processor readable instructions, data structures, program modules, and/or other data. A non-exhaustive list of examples of non-transitory computer/processor readable storage media includes magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, optical disks such as compact disc read-only memory (CD-ROM), digital video discs or digital versatile discs (i.e. DVDs), Blu-ray Disc™, or other optical storage, volatile and non-volatile, removable and non-removable media implemented in any method or technology, random-access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology. Any such non-transitory computer/processor storage media may be part of a device or accessible or connectable thereto. Computer/processor readable/executable instructions to implement an application or module described herein may be stored or otherwise held by such non-transitory computer/processor readable storage media.
- Embodiments disclosed herein could be applied in multiple access scenarios, including but not in any way limited to non-orthogonal multiple access NoMA, for example.
FIG. 1 is a block diagram illustrating an example of an apparatus that could be used in implementing a NoMA scheme. - NoMA generally allows multiple signals to be transmitted from one or more transmitters to one or more receivers simultaneously on a given shared resource. The shared resource may include a time resource, a frequency resource, a space resource or some combination thereof. In a downlink (DL) scenario, a network side device can transmit to multiple separate user equipment (UE). In an uplink (UL) scenario multiple UEs can transmit to a network side receiver.
- In the UL NoMA scenario, the UEs process information bits arranged in one or more layers to become symbols for transmission on multiple tones. In NoMA, there are likely to be collisions of symbols from the multiple UEs at the receiver that receives the signals. A NoMA technique may attempt to distinguish the transmitted signals from the multiple UEs by applying some UE specific (and/or user-specific) or layer-specific features that are unique to the UE or layer, respectively.
- Distinct multiple access schemes can be developed based on such UE-specific (and/or user-specific) or layer specific (or both) features or signal processing operations. These signal processing operations may include, but are not limited to: FEC, bit-level interleaving/scrambling; modulated symbol sequence generator; and symbol to RE mapping.
- A framework is proposed for generating a NoMA signal based on selection of a particular set of signal processing operations. The set of signal processing operations are then used to process information bits and generate the NoMA signal for transmission. Various NoMA schemes that each includes a different subset of the signal processing operations can be derived using the framework. Such a framework can be used by a UE to select a NoMA scheme having a set of signal processing operations that meets a desired transmission application.
-
FIG. 1 illustrates an example of asystem 10 implementing a collection of signal processing operations that may be part of a framework for generating a NoMA signal, which includes units to function as aFEC encoder 20, a bit-level interleaver/scrambler 22, a modulatedsymbol sequence generator 24, and a symbol toRE mapper 26. Bit-level operations and symbol-level operations are also labelled at 12, 14, respectively, inFIG. 1 . - A stream of information bits is provided to the
FEC encoder 20 to perform forward error correction (FEC) encoding 700. The information bits are processed with a FEC channel code, which could be a low density parity check (LDPC) code, a Turbo code, a polar code, or another type of code. In one embodiment, a block of K information bits is encoded and N>K coded bits are generated. - The encoded bits are then provided to bit-level interleaver/
scrambler 22 for bit-level interleaving/scrambling. In the bit-level interleaver/scrambler 22, the coded bits are interleaved and/or scrambled, and interleaved/scrambled bits are generated. The bit-level interleaver/scrambler 22 could be user- (or receiver) specific, such that each user or receiver is associated with a specific interleaver/scrambler sequence or scheme, or is associated with a cell-specific interleaver/scrambler sequence, such that a specific interleaver/scrambler sequence or scheme is applied for receivers in each cell or service area in a network. - An output of coded bits from the bit-level interleaver/
scrambler 22 is provided to the modulated symbollevel sequence generator 24. The modulated symbollevel sequence generator 24 generates symbols from the coded bits. In the modulatedsymbol sequence generator 24, the interleaved/scrambled bits are mapped to modulated symbols, with or without additional symbol-level spreading operations. The bit-to-symbol mapping could be one or multiple bits to one or multiple symbols. Symbol-level spreading could involve multiplying the symbols with spreading codes, which may include one or multiple stages, and the length of spreading code could be different at each stage. - Although not specifically shown in
FIG. 1 , an output of the modulated symbollevel sequence generator 24 could be provided to a symbol sequence precoder that performs symbol precoding. Such precoding could be intended to reduce the peak to average power ratio (PAPR) of a transmitted signal, which may improve coverage of the transmitted signal. In the case of an OFDM waveform, discrete Fourier transform (DFT) precoding might be used. - A symbol sequence, which may have been precoded in some embodiments, is provided to the symbol to resource element (RE)
mapper 26. The modulation symbols are mapped to resource elements for transmission, with or without additional symbol-level interleaving/scrambling. A symbol-level interleaver/scrambler could be user-specific, such that each user has a specific symbol-level interleaver/scrambler sequence or scheme, or cell-specific, with a specific symbol-level interleaver/scrambler sequence or scheme being applied for the receiver in each cell or coverage area of a network. - Other operations or features could also be implemented. For example, a waveform modulator could be implemented to generate, after the symbols have been mapped the REs, the actual signal to be transmitted over the air.
- According to the framework illustrated in
FIG. 1 , information bits are first encoded using a FEC encoder, and bit-level interleaving/scrambling is applied to coded bits. These are bit-level operations. UE-specific, or more generally user-specific, symbol-level operations including modulated symbol sequence generation and symbol-to RE mapping are applied. Such a framework may assist a receiver in decoding signals of multiplexed receivers more efficiently. -
FIG. 1 is intended solely as an illustrative example of a multiple access scenario in which disclosed embodiments could be applied. Embodiments disclosed herein could be used, for example, to implement modulated symbol sequence generation at 24 inFIG. 1 . As will be apparent from the other drawings and the following description, however, embodiments could be related to other parts of the NoMA framework illustrated inFIG. 1 . - Referring to
FIG. 2A , an example of a general framework for signal spreading will be described.FIG. 2A is a block diagram of an apparatus implementing a signal spreading technique according to an aspect of the disclosure. The example apparatus includes abinary FEC encoder 110, abit mapper 130 coupled to the binary FEC encoder,modulators non-binary FEC encoder 170 coupled to the modulators. The components inFIG. 2A could be implemented in circuitry that is configured to perform operations as disclosed herein. These components could be implemented using hardware, firmware, and/or other components which execute software that is stored on one or more non-transitory computer or processor readable media (e.g. in the form of modules), examples of which are provided above, or some combination thereof. Electronic devices that might be suitable for implementing any or all of these components include, among others, microprocessors, microcontrollers, Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), and/or other types of “intelligent” integrated circuits. - A bit stream or
sequence 100 is shown to represent input binary bits that are to be transmitted to an intended receiver, such as user equipment (UE). The input bits of thebit sequence 100 are fed into the binary FEC encoder no to generate the stream or sequence of codedbits 120. Then, the sequence of codedbits 120 is mapped to a plurality ofbinary sequences bit mapper 130. The binary sequences 140 a-c include subsets of the codedbits 120. These subsets are determined bybit mapper 130.Bit mapper 130 also determines the order of the coded bits in each binary sequence 040 a-c. Thebit mapper 130 could interleave, scramble, or otherwise change the order of the codedbits 120 before they are mapped to the binary sequences 140 a-c. In another embodiment, a separate bit level interleaver/scrambler as shown at 22 inFIG. 1 , could be provided and coupled between the binary FEC encoder no and thebit mapper 130. In other embodiments, thebit mapper 130 performs any bit-level interleaving, and a separate bit-level scrambler is coupled between the FEC encoder no and the bit mapper. - The binary sequences 140 a-c are mapped to complex-
value symbols specific modulators modulators 150 a-c could be QPSK modulators, for example. In another embodiment, themodulators 150 a-c are QAM modulators with Gray labeling or different labeling.Different modulators 150 a-c could potentially be used for different streams. - The set of complex-
value symbols output symbols 180 to be transmitted. Thenon-binary FEC encoder 170 could apply a spreading matrix in which the output of each modulator 150 a-c is multiplied by a spreading sequence. Symbol-level scrambling and/or interleaving could also or instead be implemented by thenon-binary FEC encoder 170, by applying a scrambling sequence and/or interleaving matrix to the symbols 160 a-c. - With reference to the NoMA architecture in
FIG. 1 , the generatedoutput symbols 180 could be provided as inputs for symbol to RE mapping at 26 - Referring to
FIG. 2B , an example of an embodiment of a general framework for signal spreading and multi-user multiplexing shown inFIG. 2A will be described.FIG. 2B is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure. The apparatus inFIG. 2B , like the apparatus inFIG. 2A , includes abinary FEC encoder 210, abit mapper 230 coupled to the binary FEC encoder, andmodulators FIG. 2A provided above also apply to the corresponding components inFIG. 2B . Operations of components as described above with reference toFIG. 2A also apply to the corresponding components inFIG. 2B . - The
sequence 200 is shown to represent input binary bits that are to be transmitted to a receiver, such as a UE, for uplink communications. Embodiments could also or instead be implemented for uplink communications from UEs to a base station or a network node. Therefore, a UE is referenced herein as an illustrative example of a receiver. A base station, network node, or other network equipment could also or instead be an intended receiver of transmitted signals. -
Input bits 200 are fed into thebinary FEC encoder 210 to generate the sequence of codedbits 220. Then, the sequence of codedbits 220 is fed into thebit mapper 230, which outputs a plurality ofoutput streams FIG. 2A , generating complex-valued symbols of 260 a, 260 b, 260 c per stream. The complex-valued symbols could be encoded by a non-binary FEC encoder as shown at 170 inFIG. 2A , and/or mapped to REs as shown at 26 inFIG. 1 . - In one embodiment, the
coded bit stream 220 includes coded bits b0b1b2,bit mapper 230 generates two streams 240 a-b ofsize 2, including a first stream with bits bobs and a second stream including bits b1b2, and the modulators 250 a-b are QPSK modulators. In this example, b1 is present in both streams. - Referring to
FIG. 3 , an example of an embodiment of a general framework for signal spreading and multi-user multiplexing shown inFIG. 2A will be described.FIG. 3 is a block diagram of an apparatus implementing a signal spreading technique according to another aspect of the disclosure. The apparatus inFIG. 3 , like the apparatus inFIG. 2A , includes abinary FEC encoder 310, abit mapper 330 coupled to the binary FEC encoder, andmodulators FIG. 2A provided above also apply to the corresponding components inFIG. 3 . Operations of components as described above with reference toFIG. 2A also apply to the corresponding components inFIG. 3 . - The
sequence 300 is shown to represent input binary bits to be transmitted to a receiver, such as a UE.Input bits 300 are fed into theFEC encoder 310 to generate the sequence of codedbits 320. Then, the sequence of codedbits 320 is divided into a plurality ofbinary sequences converter 330. Bit-level interleaving and/or scrambling, as shown at 22 inFIG. 1 , could be implemented in an interleaver/scrambler that is coupled between theFEC encoder 310 and the S/P converter 330, or as a feature of the S/P converter 330 itself. The binary sequences 340 a-c are mapped to complex-value symbols specific modulators FIG. 2A . Then, the sets of complex-value symbols level FEC encoder 370, examples of which are also described above, to generate theoutput symbols 380 to be transmitted. Thesymbols 380 could be mapped to REs as shown at 26 inFIG. 1 . -
FIGS. 2B and 3 represent example implementations of the overall framework ofFIG. 2A . Signal spreading could be provided by bit mapping at 230 such that the bit streams 240 a-c have some common bits and some different bits, by thenon-binary FEC encoder 370, or both. -
FIGS. 4 and 5 are block diagrams of an apparatus implementing bit mapping and modulation techniques according embodiments. The example implementations and operation of components inFIG. 2A provided above also apply to the corresponding components inFIGS. 4 and 5 . AlthoughFIGS. 4 and 5 illustrate only a bit mapper and modulators coupled to the bit mapper, other components such as a binary FEC encoder, a bit-level interleaver/scrambler, a non-binary FEC encoder, and/or a symbol to RE mapper, for example, could be provided in other embodiments. - In
FIG. 4 , thebit mapper 430 maps inputbits 420 to bit streams 440 a-b such that bits b1 and b12 are common to both bit streams, and bits b01, b02, b21, and b22 are disjoint between the bit streams. The QPSK modulators 450 a-b are stream-specific modulators inFIG. 4 . Thebit mapper 430 provides signal spreading, and therefore there may or may not be a non-binary FEC encoder coupled to the QPSK modulators 450 a-b. - In
FIG. 5 , thebit mapper 530 maps inputbits 520 to bitstreams QAM modulator 550 b are the stream-specific modulators in this example. As shown, the bit streams 540 a-b include segments b11b20 and b13b12b14b11 of different lengths, in ratios proportional to the modulation orders of themodulators bit mapper 530, or by a separate interleaver/scrambler coupled to the bit mapper, for both streams. Again, thebit mapper 530 provides signal spreading, and therefore there may or may not be a non-binary FEC encoder coupled to the modulators 550 a-b. - Referring to
FIG. 6 , which is a block diagram of an apparatus implementing a sparse signal spreading technique according to another aspect of the disclosure, an example of sparse spreading will be described. The apparatus shown inFIG. 6 includes a FEC modulation and spreadingmodule 610 and asparse spreader 630. The example implementations inFIG. 2A provided above also apply to the components inFIG. 6 . Other components such as a bit-level interleaver/scrambler, a non-binary FEC encoder, and/or a symbol to RE mapper, for example, could be provided in other embodiments. -
FIG. 6 relates to an embodiment in which the generatedoutput symbols 620, generated frominput bits 600, are fed into thesparse spreader 630. Binary FEC encoding, modulation, and spreading (by bit mapping and/or non-binary FEC encoding) are performed bymodule 610. Thesparse spreader 630 maps theoutput symbols 620 to corresponding non-zero entries of a sparse spreading vector and generates thesparse output symbols 640. Sparse symbol to RE mapping could also or instead be implemented inFIG. 6 . For example, a sparse symbol to RE mapper, instead of thesparse spreader 630, could be coupled to themodule 610 to implement sparse symbol to RE mapping. - In another embodiment of a sparse signal spreading technique illustrated by way of an example apparatus in
FIG. 7 , the sequences of complex-valued symbols at 760 are fed intonon-binary FEC encoder 770 with possible “o” output to generate thesparse output symbols 780. For completeness inFIG. 7 , theinput bits 700,binary FEC encoder 710, codedbit stream 720,bit mapper 730, bit streams 740 a-c, and modulators 750 a-c are also shown. The example implementations and operation of components inFIG. 2A provided above also apply to the corresponding components inFIG. 7 . - Referring now to
FIG. 8 , which is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure, an example of signal spreading and multiplexing of receivers, such as multiple UEs, will be discussed. The example implementations of components inFIG. 2A provided above also apply to the components of at least the transmitpoint 800 inFIG. 8 . Such implementations could also be applied to theUEs 870, 870 b. Theantennas point 800 and at least appropriate receive circuitry or modules at the UEs 870 a-b. - In the example transmit
point 800, the input bit streams 810 a and 810 b are first fed into theblocks adder 840 and generate a multiplexed symbol stream for transmission to UEs 870 a-b throughantennas 850 and 860 a-b. In the illustrated embodiment, the UEs 870 a-b are examples of receivers. - Referring to
FIG. 9 , which is a block diagram of a signal spreading and multi-user signal multiplexing apparatus according to another aspect of the disclosure, another example of signal spreading and multiplexing of receivers, such as multiple UEs, will be discussed. The example implementations and operation of components inFIG. 2A provided above also apply to the components shown inFIG. 9 . - The input bit streams 910 a and 910 b are first fed into the
binary FEC encoders bit multiplexer 940, which performs bit multiplexing to generate a single stream ofbits 950. Thebit multiplexer 940 may apply additional transformations or logical operations, such as bit-level interleaving/scrambling for example, but in an embodiment applies only bit multiplexing. Bit-level interleaving/scrambling could also or instead be applied to thestream 950 by thebit mapper 960 or by a separate interleaver/scrambler, and/or to any or all of the coded bit streams 930 by one or more interleavers/scramblers. - The
stream 950 is divided into a plurality ofbinary sequences bit mapper 960. Then, these binary sequences are mapped to complex-value symbols at 970, by stream-specific modulators output symbols 990 to be transmitted, and those symbols could be mapped to REs, as shown at 26 inFIG. 1 . - Referring to
FIG. 10 , which is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described. The example apparatus includes a joint maximum likelihood (ML) detector orreceiver 1010, andbinary FEC decoders FIG. 10 could be implemented in circuitry that is configured to perform operations as disclosed herein, and examples are described above. - The received
signal 1000 is fed into thejoint ML detector 1010 to generate the output LLRs of codedbit streams binary FEC decoders bit streams - Referring to
FIG. 11 , which is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of an embodiment of the receiver inFIG. 10 to decode the data streams corresponding to a plurality of receivers such as UEs with sparse spreading will be described. The detector orreceiver 1110 and thebinary FEC decoders FIG. 10 . - The received
signal 1100 is fed into the message passing algorithm (MPA)detector 1110 to generate the output LLRs of codedbit streams 1120 a, mob and 1120 c corresponding to each data stream. Coded bit streams 1120 a, mob and 1120 c are then fed into thebinary FEC decoders bit streams - Referring to
FIG. 12 , which is a block diagram of a receiver apparatus according to another aspect of the disclosure, an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described. The example apparatus includes ademodulator 1210, aniterative MPA detector 1230 coupled to the demodulator, andbinary FEC decoders FIG. 12 could be implemented in circuitry that is configured to perform operations as disclosed herein, and examples are described above. - The received
signal 1200 is fed into thedemodulator 1210 to generate theoutput likelihood streams demodulator 1210 includes a QAM demapper. The streams of likelihood values are fed into the iterativemessage passing detector 1230 to take advantage of the redundant bits in the streams of symbols and potentially enhance the reliability of the LLRs of codedbit streams binary FEC decoders bit streams - Referring to
FIG. 13 , which is a block diagram of a receiver apparatus according to another aspect of the disclosure an example of a receiver to decode the data streams corresponding to a plurality of receivers such as UEs will be described. Theiterative MPA detector 1330 and thebinary FEC decoders FIG. 12 . The example component implementation options provided above for other components could also be applied to thenon-binary FEC decoder 1310. - The received
signal 1300 is fed into thenon-binary FEC decoder 1310 to generate theoutput likelihood streams message passing detector 1330 to take advantage of the redundant bits in the streams of symbols and potentially enhance the reliability of the LLRs of codedbit streams FEC decoders bit streams - Various embodiments are described by way of example above.
FIG. 14 is a flow diagram of an example method, and more generally illustrates aspects of the present disclosure. - The
example method 1400 includes applying binary FEC encoding to a stream of input bits at 1402, to generate a stream of coded bits. As also described elsewhere herein, the mapping could include interleaving and/or scrambling of the stream of coded bits. In other embodiments, either or both of interleaving and scrambling could be provided separately from the mapping, as shown at 1404. Theexample method 1400 also includes mapping the stream of coded bits to a plurality of binary streams at 1406. In some embodiments, at least one coded bit is mapped to more than one of the binary streams and none of the binary streams are identical to each other. Stream-specific modulations are applied to the plurality of binary streams at 1408. - Applying stream-specific modulations at 1408 could involve generating a plurality of first streams comprising complex-valued signals. A method could involve applying non-binary FEC encoding to the plurality of first complex-valued streams, at 1410, to generate a second complex-valued stream.
- An operation of transmitting signals is shown at 1412 as an illustrative example of further operations that could be performed after coding and modulation. Other variations of the
example method 1400 could include performing the illustrated operations in any of various ways, in a similar or different order than shown, and/or performing additional or fewer operations. - For example, the binary streams into which coded bits are mapped at 1406 could, but might not necessarily be, disjoint. The mapping at 1406 could involve dividing the stream of coded bits among the binary streams.
- Applying binary FEC encoding at 1402 could involve applying binary FEC encoding to streams of input bits that are associated with multiple UEs, to generate streams of coded bits. A method could then involve bit multiplexing the streams of coded bits into a bit multiplexed stream of coded bits, and mapping the bit multiplexed stream of coded bits into multiple streams at 1406. In another embodiment, the streams of coded bits are mapped at 1406, and symbols that are generated from the binary streams by the stream-specific modulations at 1408 (or a second complex-valued stream generated by optional non-binary FEC encoding at 1410) are multiplexed using stream-specific power scaling vectors.
- The stream-specific modulations that are applied at 1408 could include, for example QAM mapping, with Gray or non-Gray labeling. The stream-specific modulations could also or instead include stream-specific modulations of different orders.
- The optional non-binary FEC encoding at 1410 could involve outputting the first complex-valued streams as the second complex-valued stream. In another embodiment, the non-binary FEC encoding at 1410 involves symbol-level spreading in which each of the first complex-valued streams is multiplied by a spreading sequence. Other embodiments encompass non-binary FEC encoding that includes one or both of: symbol-level scrambling in which each of the first complex-valued streams is multiplied by a scrambling sequence, and symbol-level interleaving in which each of the first complex-valued streams is multiplied by an interleaving s.
- Methods could also involve sparsely spreading the stream-specific modulated binary streams, or a second complex-valued stream from non-binary FEC encoding, using a sparse spreading vector. Such spreading involves spreading symbols that are generated from the binary streams by the stream-specific modulations, or FEC-encoded symbols if non-binary FEC encoding is applied.
- In some embodiments, sparsely spreading the stream-specific modulated binary streams or a second complex-valued stream involves using non-binary FEC encoding with at least one “o” output.
- Example receiver/decoder-side operations are also shown by way of example in
FIG. 14 . A signal that includes a data stream, or multiple data streams, to be decoded is received at 1450. Coded bit likelihood values, such as LLRs, are generated at 1452. This could involve using ML detection, or a message passing algorithm, for example. In another embodiment, generation of likelihood values at 1452 involves demodulation, and calculating a stream of likelihood values by using iterative message passing. Another embodiment involves using non-binary FEC decoding and calculating a stream of coded bit LLRs by using iterative message passing. At 1454, the data stream, or each data stream in the case of multiple data streams, in a received signal is decoded using FEC decoding. -
FIG. 15 is a block diagram of an example apparatus in which embodiments could be implemented. Theapparatus 1500 includes a modulator/encoder 1504 coupled to aninput 1502. Theapparatus 1500 also includes atransmitter 1506 coupled to the parity modulator/encoder 1504. In the illustrated embodiment, theapparatus 1500 also includes anantenna 1508, coupled to atransmitter 1506, for transmitting signals over a wireless channel. In some embodiments, thetransmitter 1506 includes components of an RF transmit chain. Amemory 1512 is also shown inFIG. 15 , coupled to the modulator/encoder 1504 and to thetransmitter 1506. - In an embodiment, the modulator/
encoder 1504 is implemented in circuitry, such as a processor, that is configured to implement features as disclosed herein. The modulator/encoder 1504 could include components as shown in any ofFIGS. 1 to 9 , for example. In a processor-based implementation of the modulator/encoder 1504, processor-executable instructions to configure a processor to perform operations disclosed herein are stored in a non-transitory processor-readable medium. The non-transitory medium could include, in thememory 1512 for example, one or more solid-state memory devices and/or memory devices with movable and possibly removable storage media. - An apparatus could therefore include a processor, and a memory such as 1512 coupled to the processor, storing instructions which, when executed by the processor, cause the processor to perform a method as disclosed herein.
-
FIG. 15 generalizes an apparatus that includes a binary FEC encoder to encode a stream of input bits into a stream of coded bits; a bit mapper, coupled to the binary FEC encoder, to map the stream of coded bits to a plurality of binary streams; and a modulator, coupled to the bit mapper, to apply stream-specific modulations to the plurality of binary streams. These components represent one example implementation of the modulator/encoder 1504. - A bit mapper could be configured to interleave and/or scramble the stream of coded bits. In other embodiments, either or both of interleaving and scrambling could be implemented separately from a bit mapper, in a bit-level interleaver/scrambler as shown in
FIG. 1 for example. - In some embodiments, the bit mapper is configured to map coded bits such that at least one coded bit is mapped to more than one of the binary streams and none of binary streams are identical to each other.
- The modulator is configured in some embodiments to generate a plurality of first streams comprising complex-valued signals. A non-binary FEC encoder could be coupled to the bit mapper, to encode the plurality of first complex-valued streams into a second complex-valued stream.
- Any of the variations described above with reference to encoding, modulation, transmission, and/or related features in
FIG. 14 could be applied in an apparatus implementation. For example, the binary streams into which coded bits are mapped by a bit mapper could, but might not necessarily be, disjoint. The bit mapper could be configured to divide the coded bits among the binary streams. - In some embodiments, the binary FEC encoder is configured to apply binary FEC encoding to streams of input bits associated with multiple UEs to generate streams of coded bits. A bit multiplexer could be coupled to the binary FEC encoder, and configured to bit multiplex the streams of coded bits into a bit multiplexed stream of coded bits, with the mapper being configured to map the bit multiplexed stream of coded bits. In another embodiment, a power scaler is operatively coupled to the modulator, or to the non-binary FEC encoder if non-binary FEC encoding is implemented, to multiplex the stream-specific modulated binary streams or the second complex-valued stream using stream-specific power scaling vectors.
- The modulator could include a plurality of stream-specific QAM mappers, to apply QAM mapping with Gray or non-Gray labeling. More generally, a modulator could include a plurality of stream-specific modulators, which could be of different orders.
- A non-binary FEC encoder could be configured to output the first complex-valued streams as the second complex-valued stream. The non-binary FEC encoder could be configured to instead implement symbol-level spreading in which each of the first complex-valued streams is multiplied by a spreading sequence, or to implement one or both of: symbol-level scrambling in which each of the first complex-valued streams is multiplied by a scrambling sequence, and symbol-level interleaving in which each of the first complex-valued streams is multiplied by an interleaving matrix.
- A sparse spreader could be coupled to the modulator to spread the stream-specific modulated binary streams, or a second complex-valued stream from non-binary FEC encoding, using a sparse spreading vector. Such spreading involves spreading symbols that are generated from the binary streams by the stream-specific modulations, or FEC-encoded symbols if non-binary FEC encoding is applied.
- A non-binary FEC encoder coupled to the modulator, or a further non-binary FEC encoder coupled to another non-binary FEC encoder, could be configured to spread the stream-specific modulated binary streams, or the second complex-valued stream, using non-binary FEC encoding with at least one “o” output.
-
FIG. 16 is a block diagram of another example apparatus in which embodiments could be implemented. Theapparatus 1600 includes areceiver 1604 coupled to anantenna 1602 for receiving signals from a wireless channel, and to a demodulator/decoder 1606. Amemory 1612 is also shown inFIG. 16 , coupled toreceiver 1604 and to the demodulator/decoder 1614. - In some embodiments, the
receiver 1604 includes components of an RF receive chain. Thereceiver 1604 receives, via theantenna 1602, signals that include data streams that are to be decoded. The demodulator/decoder 1606 is configured to implement receiver decoder-side features as disclosed herein. Decoded bits are output at 1620 for further receiver processing. - In some embodiments, the
apparatus 1600, and similarly theapparatus 1500 inFIG. 15 as noted above, include a non-transitory computer readable medium at 1512, 1612 that includes instructions for execution by a processor to implement and/or control operation of the modulator/encoder 1504 inFIG. 15 , to implement and/or control operation of the and the demodulator/decoder 1606 inFIG. 16 , and/or to otherwise control the execution of methods described herein. In some embodiments, the processor may be a component of a general-purpose computer hardware platform. In other embodiments, the processor may be a component of a special-purpose hardware platform. For example, the processor may be an embedded processor, and the instructions may be provided as firmware. Some embodiments may be implemented by using hardware only. In some embodiments, the instructions for execution by a processor may be embodied in the form of a software product. The software product may be stored in a non-volatile or non-transitory storage medium, which could be, for example, a compact disc read-only memory (CD-ROM), universal serial bus (USB) flash disk, or a removable hard disk, at 1512, 1612. - In an embodiment, the demodulator/
decoder 1606 is implemented in circuitry that is configured to implement features as disclosed herein. The demodulator/decoder 1606 could include components as shown in any ofFIGS. 10 to 13 , for example. Thereceiver 1604 and/or the demodulator/decoder 1606 could be fully or partially implemented in software or modules stored in thememory 1612 and executed by a processor(s) of theapparatus 1600. - An apparatus could therefore include a processor, and a memory such as 1612 coupled to the processor, storing instructions which, when executed by the processor, cause the processor to perform a method as disclosed herein, or receiving/decoding operations corresponding to transmitting/encoding operations disclosed herein.
-
FIG. 16 generalizes an apparatus that includes a receiver to receive a signal comprising a data stream, or multiple data streams, to be decoded; a signal detector, coupled to the receiver, to generate coded bit likelihood values such as LLRs; and a FEC decoder, coupled to the signal detector, to decode the data stream, or each data stream, in a received signal. The signal detector could be configured to generate coded bit likelihood values using one of: ML detection, a message passing algorithm, a combination of demodulation and iterative message passing, and a combination of non-binary forward error correcting (FEC) decoding and iterative message passing, for example. - Communication equipment could include the
apparatus 1500, theapparatus 1600, or both a transmitter and a receiver and both a modulator/encoder and a demodulator/decoder as described above. Such communication equipment could be user equipment or communication network equipment. -
FIGS. 15 and 16 are generalized block diagrams of apparatus that could be used to implement embodiments disclosed herein.FIG. 17 is a block diagram of an example processing system which provides a higher level implementation example and which may be used to implement embodiments disclosed herein. - The
apparatus 1500, theapparatus 1600, or both, may be implemented using theexample processing system 1700, or variations of theprocessing system 1700. Theprocessing system 1700 could be a radio access node or a wireless device, for example, or any suitable processing system. Other processing systems suitable for implementing embodiments described in the present disclosure may be used, which may include components different from those discussed below. AlthoughFIG. 17 shows a single instance of each component, there may be multiple instances of each component in theprocessing system 1700. - The
processing system 1700 may include one ormore processing devices 1705, such as a processor, a microprocessor, an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA), a dedicated logic circuitry, or combinations thereof. Theprocessing system 1700 may also include one or more input/output (I/O) interfaces 1710, which may enable interfacing with one or moreappropriate input devices 1735 and/oroutput devices 1740. Theprocessing system 1700 may include one ormore network interfaces 1715 for wired or wireless communication with a network (e.g., an intranet, the Internet, a P2P network, a WAN and/or a LAN) or other node. The network interfaces 1715 may include wired links (e.g., Ethernet cable) and/or wireless links (e.g., one or more antennas) for intra-network and/or inter-network communications. The network interfaces 1715 may provide wireless communication via one or more transmitters or transmit antennas and one or more receivers or receive antennas, for example. In this example, a single antenna 1745 is shown, which may serve as both transmitter and receiver. However, in other examples there may be separate antennas for transmitting and receiving. Theprocessing system 1700 may also include one ormore storage units 1720, which may include a mass storage unit such as a solid state drive, a hard disk drive, a magnetic disk drive and/or an optical disk drive. - The
processing system 1700 may include one ormore memories 1725, which may include a volatile or non-volatile memory (e.g., a flash memory, a random access memory (RAM), and/or a read-only memory (ROM)). Thenon-transitory memories 1725 may store instructions for execution by theprocessing devices 1705, such as to carry out examples described in the present disclosure. Thememories 1725 may include other software instructions, such as for implementing an operating system and other applications/functions. In some examples, one or more data sets and/or modules may be provided by an external memory (e.g., an external drive in wired or wireless communication with the processing system 1700) or may be provided by a transitory or non-transitory computer-readable medium. Examples of non-transitory computer readable media include a RAM, a ROM, an erasable programmable ROM (EPROM), an electrically erasable programmable ROM (EEPROM), a flash memory, a CD-ROM, or other portable memory storage. - There may be a
bus 1730 providing communication among components of theprocessing system 1700. Thebus 1730 may be any suitable bus architecture including, for example, a memory bus, a peripheral bus or a video bus. InFIG. 17 , the input devices 1735 (e.g., a keyboard, a mouse, a microphone, a touchscreen, and/or a keypad) and output devices 1740 (e.g., a display, a speaker and/or a printer) are shown as external to theprocessing system 1700. In other examples, one or more of theinput devices 1735 and/or theoutput devices 1740 may be included as a component of theprocessing system 1700. -
FIG. 18 is a block diagram of an example communication system in which embodiments of the present disclosure could be implemented. Theexample communication system 1800 inFIG. 18 includes a Core Network (CN) 1804 and an access network (e.g. Radio Access Network (RAN)) 1802. Theaccess network 1802 includesnetwork equipment core network 1804. The UEs 1822, 1824 are configured to transmit and/or receive data to and/or from thenetwork equipment 1814 viawireless communication links 1838, 1939. Each user equipment 1822, 1824 represents any suitable end user device and may include (or be referred to as) an Electronic Device (ED), wireless device, Wireless Transmit/Receive Unit (WTRU), Machine Type Communication (MTC) device, station (STA), mobile station, fixed or mobile subscriber unit, cellular telephone, personal digital assistant (PDA), smartphone, laptop, computer, touchpad, wireless sensor, or other consumer electronics device. - In the
communication system 1800, theaccess network 1802 communicates with thecore network 1804 over anothernetwork communication link 1840. Thecore network 1804, like theaccess network 1802, may include network equipment that communicates with one or more installations of thenetwork equipment access network 1802. However, in a communication system with anaccess network 1802 and acore network 1804, the core network might not itself directly provide communication service to user equipment. - The
communication system 1800 is intended solely as an illustrative example. Anaccess network 1802 could include more or fewer than three installations of network equipment, for example, which might or might not all directly communicate with each other as shown. Also, more than one installation of network equipment in theaccess network 1802 could provide communication service to user equipment. There could be more than oneaccess network 1802 coupled to acore network 1804. It should also be appreciated that the present disclosure is not in any way limited to communication systems having an access network/core network structure. - Considering the
access network 1802, any of various implementations are possible. The exact structure ofnetwork equipment apparatus FIGS. 15 to 17 are examples of communication equipment that could be implemented at user equipment 1822, 1824 and/ornetwork equipment - At least the
network equipment 1814 that provides communication service to the user equipment 1822, 1824 includes a physical interface and communications circuitry to support communications with the user equipment over thelinks access communication links network equipment 1814 to support multipleaccess communication links access network equipment 1814 is dependent upon the type or types ofaccess communication links - The
network equipment access network 1802. At least some installations ofnetwork equipment communication link 1840. There could be multiple communication links betweennetwork equipment core network 1804.Communication links access network 1802, and thecommunication link 1840 to thecore network 1804, could be the same type of communication link. In this case the same type of physical interface and the same communications circuitry at thenetwork equipment access network 1802 and between theaccess network 1802 and thecore network 1804. Different physical interfaces and communications circuitry could instead be provided at thenetwork equipment access network 1802 and between theaccess network 1802 and thecore network 1804. - In the
communication system 1400, the network equipment 1814 (andnetwork equipment core network 1804 and/or other networks or services available via thecore network 1804. The network equipment 1814 (and possibly 1810, 1812) may include (or be) one or more of several well-known devices, such as a base station, a base transceiver station (BTS), a radio access node, a Node-B (NodeB or NB), an evolved NodeB (eNodeB), a gNodeB (sometimes called a “gigabit” NodeB), a Home NodeB (e.g. a Home eNB/gNB), a Transmission Point (TP), a site controller, an access point (AP), or a wireless router. Thenetwork equipment 1814 operates to transmit and/or receive wireless signals within a particular geographic region or area, sometimes referred to as a “cell.” In some embodiments, multiple-input multiple-output (MIMO) technology may be employed having multiple transceivers for each cell. In some embodiments, the term network equipment may also refer to modules on the network side configured to perform certain processing operations and which are not necessarily part of the equipment housing the network equipment transceiver. In other embodiments, the network equipment 1814 (and possibly 1810, 1812) may actually be a plurality of base stations or TPs that are operating together to serve the user equipment 1822, 1824, e.g. with multi-point transmissions. - Network equipment in the
core network 1804 could be similar in structure to thenetwork equipment core network 1804 might not directly provide communication service to user equipment and therefore might not include physical interfaces for access communication links or associated communications circuitry. Physical interfaces and communications circuitry at network equipment in thecore network 1804 could support the same type or types of network communication link or links as in theaccess network 1802, different type or types of network communication link or links, or both. - Just as the exact structure of physical interfaces at
network equipment core network 1804 is implementation-dependent, the associated communications circuitry is implementation-dependent as well. In general, hardware, firmware, components which execute software, or some combination thereof, might be used in implementing such communications circuitry. Examples of electronic devices that might be suitable for implementing communications circuitry are provided above. - Each installation of user equipment 1822, 1824 includes a physical interface and communications circuitry compatible with a physical interface and communications circuitry at the
network equipment 1814, to enable the user equipment to communicate with the network equipment. Multiple physical interfaces of the same or different types could be provided at the user equipment 1822, 1824. The user equipment 1822, 1824 could also include such components as input/output devices through which functions of the user equipment are made available to a user. In the case of a wireless communication device such as a smartphone, for example, these functions could include not only communication functions, but other local functions which need not involve communications. Different types of user equipment 1822, 1824, such as different smartphones for instance, could be serviced by thesame network equipment 1814. - Any of the
communication links core network 1804 could potentially be or include wireless communication links. Such communication links tend to be used more often within anaccess network 1802 than in acore network 1804, although wireless communication links at the core network level are possible. - The previous description of some embodiments is provided to enable any person skilled in the art to make or use an apparatus, method, or processor readable medium according to the present disclosure.
- Various modifications to the embodiments described herein may be readily apparent to those skilled in the art, and the generic principles of the methods and devices described herein may be applied to other embodiments. Thus, the present disclosure is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
- What has been described is merely illustrative of the application of principles of embodiments of the present disclosure. Other arrangements and methods can be implemented by those skilled in the art.
- For example, transmitter apparatus and method features could be implemented in communication network equipment such as base transceiver stations for downlink communications, and/or in UEs for uplink communications. Similarly, receiver features could be implemented in UEs and/or in network equipment. The components illustrated in the apparatus drawings could be implemented using hardware, firmware, components which execute software, or some combination thereof. Electronic devices that might be suitable for implementing any or all of these components include, among others, microprocessors, microcontrollers, Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), and other types of “intelligent” integrated circuits.
- Transmitters and receivers could perform other operations in addition to those described herein, depending on the specific implementation and the types of communication functions and protocols to be supported.
- The contents of the drawings are intended solely for illustrative purposes, and the present invention is in no way limited to the particular example embodiments explicitly shown in the drawings and described herein. For example, components such as stream-specific modulators need not necessarily be implemented in separate and distinct physical components, but could instead be implemented in a single modulator. Similarly, FEC decoders need not be implemented in separate physical components.
- In addition, although described primarily in the context of methods and systems, other implementations are also contemplated, as instructions stored on a non-transitory processor-readable medium, for example. A non-transitory processor-readable medium could store instructions which, when executed by one or more processors, cause the one or more processors to perform a method as disclosed herein.
Claims (20)
1. A method comprising:
applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits;
mapping the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of the binary streams are identical to each other; and
applying stream-specific modulations to the plurality of binary streams.
2. The method of claim 1 , further comprising:
sparsely spreading, using a sparse spreading vector, symbols that are generated from the binary streams by the stream-specific modulations.
3. The method of claim 1 , wherein applying binary FEC encoding comprises applying binary FEC encoding to streams of input bits associated with multiple user equipments (UEs) to generate streams of coded bits, wherein mapping comprises mapping the streams of coded bits, and wherein the method further comprises:
multiplexing, using stream-specific power scaling vectors, symbols that are generated from the binary streams by the stream-specific modulations.
4. The method of claim 1 , wherein the stream-specific modulations comprise quadrature amplitude modulation (QAM) mapping.
5. The method of claim 1 , wherein the stream-specific modulations comprise stream-specific modulations of different orders.
6. A method comprising:
applying binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits;
mapping the stream of coded bits to a plurality of binary streams;
applying stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and
applying to the plurality of first streams, at least one of symbol-level spreading, symbol-level scrambling, and symbol-level interleaving, to generate a second complex-valued stream.
7. The method of claim 6 , wherein applying the symbol-level spreading comprises multiplying each of the plurality of first streams by a spreading sequence.
8. The method of claim 6 , wherein applying the symbol-level scrambling comprises multiplying each of the plurality of first streams by a scrambling sequence.
9. The method of claim 6 , wherein applying the symbol-level interleaving comprises multiplying each of the plurality of first streams by an interleaving matrix.
10. The method of claim 6 , wherein applying the binary FEC encoding comprises applying binary FEC encoding to streams of input bits associated with multiple UEs to generate streams of coded bits, wherein mapping comprises mapping the streams of coded bits, and wherein the method further comprises:
multiplexing the second complex-valued stream using stream-specific power scaling vectors.
11. A device comprising:
a non-transitory memory storage comprising instructions; and
one or more processors in communication with the non-transitory memory storage, wherein the one or more processors execute the instructions to:
apply binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits;
map the stream of coded bits to a plurality of binary streams such that at least one coded bit is mapped to more than one of the binary streams and none of the binary streams are identical to each other; and
apply stream-specific modulations to the plurality of binary streams.
12. The device of claim ii, wherein the one or more processors further execute the instructions to:
sparsely spread, using a sparse spreading vector, symbols that are generated from the binary streams by the stream-specific modulations.
13. The device of claim ii, wherein the instructions to apply binary FEC encoding comprises instructions to apply binary FEC encoding to streams of input bits associated with multiple user equipments (UEs) to generate streams of coded bits, wherein mapping comprises mapping the streams of coded bits, and wherein the one or more processors further execute the instructions to:
multiplex, using stream-specific power scaling vectors, symbols that are generated from the binary streams by the stream-specific modulations.
14. The device of claim ii, wherein the stream-specific modulations comprise quadrature amplitude modulation (QAM) mapping.
15. The device of claim ii, wherein the stream-specific modulations comprise stream-specific modulations of different orders.
16. A device comprising:
a non-transitory memory storage comprising instructions; and
one or more processors in communication with the non-transitory memory storage, wherein the one or more processors execute the instructions to:
apply binary forward error correcting (FEC) encoding to a stream of input bits to generate a stream of coded bits;
map the stream of coded bits to a plurality of binary streams;
apply stream-specific modulations to the plurality of binary streams to generate a plurality of first streams comprising complex-valued signals; and
apply to the plurality of first streams, at least one of symbol-level spreading, symbol-level scrambling, and symbol-level interleaving, to generate a second complex-valued stream.
17. The device of claim 16 , wherein the instructions to apply the symbol-level spreading comprises instructions to multiply each of the plurality of first streams by a spreading sequence.
18. The device of claim 16 , wherein the instructions to apply the symbol-level scrambling comprises instructions to multiply each of the plurality of first streams by a scrambling sequence.
19. The device of claim 16 , wherein the instructions to apply the symbol-level interleaving comprises instructions to multiply each of the plurality of first streams by an interleaving matrix.
20. The device of claim 16 , wherein the instructions to apply the binary FEC encoding comprises instructions to applying binary FEC encoding to streams of input bits associated with multiple UEs to generate streams of coded bits, wherein mapping comprises mapping the streams of coded bits, and wherein the one or more processors further execute the instructions to:
multiplex the second complex-valued stream using stream-specific power scaling vectors.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16/582,812 US20200091962A1 (en) | 2016-04-12 | 2019-09-25 | Methods and Apparatus for Signal Spreading and Multiplexing |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201662321628P | 2016-04-12 | 2016-04-12 | |
PCT/CN2017/080098 WO2017177899A1 (en) | 2016-04-12 | 2017-04-11 | Methods and apparatus for signal spreading and multiplexing |
US16/123,895 US10432252B2 (en) | 2016-04-12 | 2018-09-06 | Methods and apparatus for signal spreading and multiplexing |
US16/582,812 US20200091962A1 (en) | 2016-04-12 | 2019-09-25 | Methods and Apparatus for Signal Spreading and Multiplexing |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US16/123,895 Continuation US10432252B2 (en) | 2016-04-12 | 2018-09-06 | Methods and apparatus for signal spreading and multiplexing |
Publications (1)
Publication Number | Publication Date |
---|---|
US20200091962A1 true US20200091962A1 (en) | 2020-03-19 |
Family
ID=60041418
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US16/123,895 Active US10432252B2 (en) | 2016-04-12 | 2018-09-06 | Methods and apparatus for signal spreading and multiplexing |
US16/582,812 Abandoned US20200091962A1 (en) | 2016-04-12 | 2019-09-25 | Methods and Apparatus for Signal Spreading and Multiplexing |
Family Applications Before (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US16/123,895 Active US10432252B2 (en) | 2016-04-12 | 2018-09-06 | Methods and apparatus for signal spreading and multiplexing |
Country Status (4)
Country | Link |
---|---|
US (2) | US10432252B2 (en) |
EP (1) | EP3427427A4 (en) |
CN (1) | CN109075900B (en) |
WO (1) | WO2017177899A1 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11381438B2 (en) * | 2018-09-29 | 2022-07-05 | Zte Corporation | Multiple access schemes with interference mitigation |
Families Citing this family (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109417435B (en) * | 2016-07-29 | 2020-08-14 | 华为技术有限公司 | Encoding device and method and corresponding decoding device and method |
US11695507B2 (en) * | 2017-03-24 | 2023-07-04 | Samsung Electronics Co., Ltd. | Apparatus and method for in multiple access in wireless communication |
CN108809332B (en) | 2017-05-05 | 2021-09-03 | 华为技术有限公司 | Polar code transmission method and device |
US10763993B2 (en) * | 2017-11-06 | 2020-09-01 | Hughes Network Systems, Llc | System and method for asynchronous multi-stream transmission for NOMA |
CN109802713B (en) * | 2017-11-17 | 2021-11-30 | 中兴通讯股份有限公司 | Channel State Information (CSI) coding method and device, storage medium and processor |
US11171744B2 (en) * | 2018-02-06 | 2021-11-09 | Apple Inc. | Uplink non-orthogonal multiple access transmission scheme |
CN108512794B (en) * | 2018-03-15 | 2021-05-07 | 中国科学院上海高等研究院 | Peak-to-average ratio reduction method, device, computer-readable storage medium and equipment |
US11108842B2 (en) * | 2018-04-30 | 2021-08-31 | Nxp B.V. | Wired communications device and method for operating a wired communications device |
US11115141B2 (en) | 2018-04-30 | 2021-09-07 | Nxp B.V. | Wired communications device and method for operating a wired communications device |
WO2020006738A1 (en) * | 2018-07-05 | 2020-01-09 | Huawei Technologies Co., Ltd. | Method and apparatus for wireless communications with unequal error protection |
CN110535800B (en) * | 2019-02-01 | 2023-04-25 | 中兴通讯股份有限公司 | Data processing method and device and computer readable storage medium |
CN112104440B (en) * | 2020-09-08 | 2021-05-11 | 深圳市华智芯联科技有限公司 | Communication signal processing method and wireless communication system |
US11424859B2 (en) | 2020-10-15 | 2022-08-23 | Hewlett Packard Enterprise Development Lp | Physical layer low-latency forward error correction |
Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020159395A1 (en) * | 2001-02-23 | 2002-10-31 | Tantivy Communications, Inc. | Qualifying available reverse link coding rates from access channel power setting |
US6574268B1 (en) * | 2000-11-21 | 2003-06-03 | Bbnt Solutions Llc | Asymmetric orthogonal codes for optical communications |
US20080233952A1 (en) * | 2007-03-21 | 2008-09-25 | Viasat, Inc. | Techniques for providing broadcast services on spot beam satellites |
US20090213946A1 (en) * | 2008-02-25 | 2009-08-27 | Xilinx, Inc. | Partial reconfiguration for a mimo-ofdm communication system |
US20100316161A1 (en) * | 2009-05-04 | 2010-12-16 | Electronics And Telecommunications Research Institute | Method and apparatus for transmitting/receiving data using satellite channel |
US20110078533A1 (en) * | 2008-06-25 | 2011-03-31 | Wei Zhou | Serial concatenation of trelliscoded modulation and an inner non-binary ldpc code |
US20110080972A1 (en) * | 2009-09-30 | 2011-04-07 | Interdigital Patent Holdings, Inc. | Method and apparatus for multi-antenna transmission in uplink |
US20130142219A1 (en) * | 2011-12-01 | 2013-06-06 | Electronics And Telecommunications Research Institute | Method and apparatus for addition data transmission and reception in digital broadcast system |
US20140140360A1 (en) * | 2012-11-16 | 2014-05-22 | Futurewei Technologies, Inc. | Systems and Methods for Sparse Code Multiple Access |
US20140229997A1 (en) * | 2013-02-08 | 2014-08-14 | Electronics And Telecommunications Research Institute | Satellite broadcasting and communication transmitting method and apparatus operable in broad signal to noise ratio (snr) environment |
US20140314137A1 (en) * | 2013-04-22 | 2014-10-23 | Ismail Lakkis | Method and Apparatus for a Single-Carrier Wireless Communication System |
Family Cites Families (27)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7173978B2 (en) * | 2000-07-21 | 2007-02-06 | Song Zhang | Method and system for turbo encoding in ADSL |
US6934317B1 (en) * | 2000-10-11 | 2005-08-23 | Ericsson Inc. | Systems and methods for communicating spread spectrum signals using variable signal constellations |
US7071994B2 (en) * | 2001-01-04 | 2006-07-04 | Telisar Corporation | System and method for nondisruptively embedding an OFDM modulated data signal into a composite video signal |
KR100566241B1 (en) * | 2001-11-19 | 2006-03-29 | 삼성전자주식회사 | Apparatus and method for soft combining symbol in mobile communication system |
US20080118003A1 (en) * | 2002-11-13 | 2008-05-22 | Industrial Technology Research Institute | Enhanced Wireless Communication System and Method Thereof |
EP1615366A1 (en) * | 2004-07-08 | 2006-01-11 | Motorola, Inc. | Method and apparatus for transmitting and receiving a datasymbol stream |
TW200620924A (en) * | 2004-08-03 | 2006-06-16 | Agency Science Tech & Res | Method for transmitting a digital data stream, transmitter, method for receiving a digital data stream and receiver |
KR101084779B1 (en) | 2006-11-06 | 2011-11-21 | 콸콤 인코포레이티드 | Methods and apparatus for codeword level scrambling for mimo transmission |
US20090080556A1 (en) | 2007-09-25 | 2009-03-26 | Chunjie Duan | Reducing Peak-to-Average-Power-Ratio in OFDM/OFDMA Signals by Deliberate Error Injection |
ES2366611T3 (en) * | 2007-09-28 | 2011-10-21 | Lg Electronics Inc. | APPARATUS AND METHOD TO TRANSMIT AND RECEIVE AN OFDM SIGNAL. |
US7975189B2 (en) * | 2008-11-14 | 2011-07-05 | Trelliware Technologies, Inc. | Error rate estimation/application to code-rate adaption |
US8767856B2 (en) * | 2011-09-09 | 2014-07-01 | Intersil Americas LLC | Frame structure for a QAM system |
US8787497B2 (en) * | 2009-02-12 | 2014-07-22 | Lg Electronics Inc. | Apparatus for transmitting and receiving a signal and method of transmitting and receiving a signal |
GB2481051B (en) * | 2010-06-10 | 2016-06-01 | Samsung Electronics Co Ltd | Method for mapping and de-mapping of non-binary symbols in data communication systems |
US8443269B2 (en) * | 2010-11-04 | 2013-05-14 | Himax Media Solutions, Inc. | System and method for handling forward error correction code blocks in a receiver |
EP2479914B1 (en) * | 2011-01-21 | 2015-03-04 | Alcatel Lucent | Method and transmitter element for transmitting channel information for link adaption, method and receiver element for receiving the channel information |
WO2013170161A1 (en) * | 2012-05-11 | 2013-11-14 | Qualcomm Incorporated | System and method for uplink multiple input multiple output transmission |
CN103428158B (en) * | 2012-12-12 | 2016-08-24 | 上海数字电视国家工程研究中心有限公司 | Digital signal transmission device, reception device and modulation, demodulation method |
KR102061653B1 (en) * | 2013-04-15 | 2020-02-11 | 삼성전자주식회사 | Method and apparatus for bit to simbol mapping in wireless communication system |
CN103843275B (en) * | 2013-11-25 | 2017-02-22 | 华为技术有限公司 | Processing device, processing method and communication system of bit streams |
US20150358648A1 (en) * | 2014-06-09 | 2015-12-10 | Allen LeRoy Limberg | Digital television broadcasting system using coded orthogonal frequency-division modulation and multilevel LDPC convolutional coding |
US9762360B2 (en) * | 2014-06-09 | 2017-09-12 | Allen LeRoy Limberg | Digital television broadcasting system using coded orthogonal frequency-division modulation with multilevel low-density-parity-check coding |
US10218763B2 (en) * | 2015-05-08 | 2019-02-26 | Huawei Technologies Co., Ltd. | Method and system for low data rate transmission |
US9654253B1 (en) * | 2015-12-21 | 2017-05-16 | Inphi Corporation | Apparatus and method for communicating data over an optical channel |
US10736081B2 (en) * | 2016-09-14 | 2020-08-04 | Huawei Technologies Co., Ltd. | Non-orthogonal multiple access transmission |
US10305633B2 (en) * | 2016-09-19 | 2019-05-28 | Qualcomm Incorporated | Per-symbol K-bit interleaver |
US10630319B2 (en) * | 2017-01-24 | 2020-04-21 | Mediatek Inc. | Structure of interleaver with LDPC code |
-
2017
- 2017-04-11 CN CN201780024268.0A patent/CN109075900B/en active Active
- 2017-04-11 WO PCT/CN2017/080098 patent/WO2017177899A1/en active Application Filing
- 2017-04-11 EP EP17781875.4A patent/EP3427427A4/en active Pending
-
2018
- 2018-09-06 US US16/123,895 patent/US10432252B2/en active Active
-
2019
- 2019-09-25 US US16/582,812 patent/US20200091962A1/en not_active Abandoned
Patent Citations (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6574268B1 (en) * | 2000-11-21 | 2003-06-03 | Bbnt Solutions Llc | Asymmetric orthogonal codes for optical communications |
US20020159395A1 (en) * | 2001-02-23 | 2002-10-31 | Tantivy Communications, Inc. | Qualifying available reverse link coding rates from access channel power setting |
US20080233952A1 (en) * | 2007-03-21 | 2008-09-25 | Viasat, Inc. | Techniques for providing broadcast services on spot beam satellites |
US20090213946A1 (en) * | 2008-02-25 | 2009-08-27 | Xilinx, Inc. | Partial reconfiguration for a mimo-ofdm communication system |
US20110078533A1 (en) * | 2008-06-25 | 2011-03-31 | Wei Zhou | Serial concatenation of trelliscoded modulation and an inner non-binary ldpc code |
US20100316161A1 (en) * | 2009-05-04 | 2010-12-16 | Electronics And Telecommunications Research Institute | Method and apparatus for transmitting/receiving data using satellite channel |
US20110080972A1 (en) * | 2009-09-30 | 2011-04-07 | Interdigital Patent Holdings, Inc. | Method and apparatus for multi-antenna transmission in uplink |
US20130142219A1 (en) * | 2011-12-01 | 2013-06-06 | Electronics And Telecommunications Research Institute | Method and apparatus for addition data transmission and reception in digital broadcast system |
US20140140360A1 (en) * | 2012-11-16 | 2014-05-22 | Futurewei Technologies, Inc. | Systems and Methods for Sparse Code Multiple Access |
US20140229997A1 (en) * | 2013-02-08 | 2014-08-14 | Electronics And Telecommunications Research Institute | Satellite broadcasting and communication transmitting method and apparatus operable in broad signal to noise ratio (snr) environment |
US20140314137A1 (en) * | 2013-04-22 | 2014-10-23 | Ismail Lakkis | Method and Apparatus for a Single-Carrier Wireless Communication System |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11381438B2 (en) * | 2018-09-29 | 2022-07-05 | Zte Corporation | Multiple access schemes with interference mitigation |
Also Published As
Publication number | Publication date |
---|---|
US10432252B2 (en) | 2019-10-01 |
EP3427427A1 (en) | 2019-01-16 |
CN109075900B (en) | 2020-10-23 |
WO2017177899A1 (en) | 2017-10-19 |
EP3427427A4 (en) | 2019-08-21 |
US20190007092A1 (en) | 2019-01-03 |
CN109075900A (en) | 2018-12-21 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US10432252B2 (en) | Methods and apparatus for signal spreading and multiplexing | |
EP3172853B1 (en) | System and method for generating codebooks with small projections per complex dimension and utilization thereof | |
US11838166B2 (en) | Transmitting apparatus and mapping method thereof | |
US20180083666A1 (en) | Methods for multiple access transmission | |
US10356788B2 (en) | System and method for high-rate sparse code multiple access in downlink | |
US10158404B2 (en) | Data transmission method, transmit end device, and receive end device | |
EP3434000B1 (en) | Method for flexible sparse code multiple access codebook design, transmission and detection | |
US20220216883A1 (en) | Transmitting apparatus and mapping method thereof | |
US10069588B2 (en) | Transmitting apparatus and mapping method thereof | |
US20210336835A1 (en) | Transmitting apparatus and mapping method thereof | |
EP3427458B1 (en) | Systems and methods for spreading and co-orthogonal multi-stream spreading | |
US10541853B2 (en) | Transmitting apparatus and mapping method thereof | |
US20190052507A1 (en) | Transmitting apparatus and mapping method thereof | |
US20210119731A1 (en) | Transmitting apparatus and mapping method thereof | |
US20190238248A1 (en) | Transmitting apparatus and mapping method thereof | |
US20200099405A1 (en) | Transmitting apparatus and mapping method thereof |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STCB | Information on status: application discontinuation |
Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION |