EP2612478A1 - Methods and apparatus for carrier frequency offset estimation and carrier frequency offset correction - Google Patents
Methods and apparatus for carrier frequency offset estimation and carrier frequency offset correctionInfo
- Publication number
- EP2612478A1 EP2612478A1 EP10856567.2A EP10856567A EP2612478A1 EP 2612478 A1 EP2612478 A1 EP 2612478A1 EP 10856567 A EP10856567 A EP 10856567A EP 2612478 A1 EP2612478 A1 EP 2612478A1
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- ofdm
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2662—Symbol synchronisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2657—Carrier synchronisation
- H04L27/2659—Coarse or integer frequency offset determination and synchronisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2657—Carrier synchronisation
- H04L27/266—Fine or fractional frequency offset determination and synchronisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2668—Details of algorithms
- H04L27/2669—Details of algorithms characterised by the domain of operation
- H04L27/2671—Time domain
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2668—Details of algorithms
- H04L27/2669—Details of algorithms characterised by the domain of operation
- H04L27/2672—Frequency domain
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2647—Arrangements specific to the receiver only
- H04L27/2655—Synchronisation arrangements
- H04L27/2668—Details of algorithms
- H04L27/2673—Details of algorithms characterised by synchronisation parameters
- H04L27/2675—Pilot or known symbols
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L5/00—Arrangements affording multiple use of the transmission path
- H04L5/0001—Arrangements for dividing the transmission path
- H04L5/0003—Two-dimensional division
- H04L5/0005—Time-frequency
- H04L5/0007—Time-frequency the frequencies being orthogonal, e.g. OFDM(A), DMT
Definitions
- the present invention generally relates to wireless communications, and more particularly to methods and apparatus for carrier frequency synchronization between a transmitter, implemented at an apparatus such as a base station, and a receiver, implemented at another apparatus, such as a femtocell or user equipment (UE).
- a transmitter implemented at an apparatus such as a base station
- a receiver implemented at another apparatus, such as a femtocell or user equipment (UE).
- UE user equipment
- Orthogonal Frequency Division Multiplexing is a digital modulation technique that divides the available bandwidth into a large number of closely-spaced (or narrow band) orthogonal sub-carriers.
- Each sub-carrier is modulated individually using a conventional digital modulation scheme (such as quadrature amplitude modulation (QAM) or quadrature phase-shift keying (QPSK)) at a low symbol rate (i.e., where the symbols are relatively long compared to the channel time characteristics).
- QAM quadrature amplitude modulation
- QPSK quadrature phase-shift keying
- CP cyclic prefix
- a modulated bit stream can then be communicated over a communication channel on individual orthogonal subcarriers as sequence of OFDM/OFDMA symbols, and the CP allows intersymbol interference caused by multipath propagation to be reduced or eliminated.
- OFDM supports only one user on a channel (i.e., the group of evenly spaced subcarriers) at any given time.
- OFDM can be combined with multiple access using time, frequency, or coding separation of the users to provide multi-user channel access.
- OFDM Orthogonal Frequency Division Multiple Access (OFDMA)
- OFDM Orthogonal Frequency Division Multiple Access
- OFDM/OFDMA are used in various existing and upcoming communication standards including IEEE 802.1 In, IEEE 802.16d, the 3GPP Long Term Evolution (LTE) mobile communication standard, and DVB-T/H.
- any OFDM-based communication system requires very accurate time and frequency synchronization between the receiver (e.g., at user equipment) and the transmitter (e.g., at a base station or access point).
- CFO Carrier Frequency Offset
- CFO carrier frequency offset
- FCFO fractional carrier frequency offset
- FIG. 1 is a block diagram of an exemplary communication network in which some of the disclosed embodiments can be implemented;
- FIG. 2A illustrates a radio frame structure type 1 for a Frequency Division Duplex (FDD) implementation
- FIG. 2B depicts an example of a downlink slot in normal CP mode and its corresponding a time-frequency resource grid of subcarriers and OFDM/OFDMA symbols;
- FIG. 3 is diagram that schematically illustrates a mapping of an example Zadoff- Chu sequence (ZCS) to available subcarriers in the frequency-domain used in accordance with some of the disclosed embodiments;
- FIG. 4 is a graph that illustrates periodic autocorrelation property of P-SCH signals generated in FIG. 3 when it is assumed that there is no interference or fading;
- FIG. 5 is a block diagram of a portion of a wireless receiver in accordance with one exemplary implementation of the disclosed embodiments
- FIG. 6 is timing diagram illustrating a plurality of multipath-affected versions of a received OFDM/ OFDM A symbol
- FIG. 7 is a block diagram that illustrates a Fractional Carrier Frequency Offset (FCFO) estimator for estimating a FCFO in accordance with some of the disclosed embodiments;
- FCFO Fractional Carrier Frequency Offset
- FIG. 8 is a block diagram that illustrates an Integer Carrier Frequency Offset (ICFO) estimator for estimating ICFO in accordance with some of the disclosed embodiments.
- ICFO Integer Carrier Frequency Offset
- FIG. 9 is a simulated graph that illustrates periodic autocorrelation property of P- SCH signals generated in FIG. 3 after transmission over a multipath fading channel.
- the word "exemplary” means “serving as an example, instance, or illustration.”
- the following detailed description is merely exemplary in nature and is not intended to limit the invention or the application and uses of the invention. Any embodiment described herein as "exemplary” is not necessarily to be construed as preferred or advantageous over other embodiments.
- All of the embodiments described in this Detailed Description are exemplary embodiments provided to enable persons skilled in the art to make or use the invention and not to limit the scope of the invention which is defined by the claims. Furthermore, there is no intention to be bound by any expressed or implied theory presented in the preceding technical field, background, brief summary, or the following detailed description.
- the embodiments reside primarily in methods and apparatus are for synchronizing a wireless receiver with a transmitter.
- the wireless receiver can be implemented in user equipment or a femtocell
- the transmitter can be implemented in a femtocell or a base station.
- methods are provided for frequency synchronizing the wireless receiver with a base station.
- FCFO Fractional Carrier Frequency Offset
- P-SCH Primary Synchronization Channel
- CAZAC constant amplitude zero auto-correlation
- the wireless receiver receives a signal that includes the OFDM/OFDMA symbol.
- the OFDM/OFDMA symbol includes a primary synchronization channel (P-SCH) sequence that is generated based on a constant amplitude zero auto-correlation (CAZAC) sequence.
- the original transmitted time-domain P-SCH sequence is generated based on a frequency-domain Zadoff-Chu sequence mapped to sub-carriers.
- the original transmitted time-domain P-SCH sequence of a transmitted OFDM/OFDMA symbol has a first-half and a second-half.
- the received time-domain OFDM/OFDMA symbol has a received time-domain P-SCH sequence with a first- half and a second-half.
- the estimated FCFO value provides an estimate of the FCFO between the wireless receiver and the transmitter.
- the wireless receiver generates an estimated FCFO value by computing a differential phase of a cross-correlation between a first-half of the received time-domain OFDM/OFDMA symbol and a second-half of the received time-domain OFDM/OFDMA symbol. Using this approach, the estimated FCFO value can be estimated to within +/- one sub-carrier spacing.
- the wireless receiver computes a first cross-correlation between the first-half of the received time-domain P-SCH sequence and the first-half of the original transmitted time-domain P-SCH sequence, determines a complex conjugate of the first cross-correlation, and computes a second cross-correlation between the second-half of the received time-domain P-SCH sequence and the second-half of the original transmitted time-domain P-SCH sequence.
- the wireless receiver then computes a product of the complex conjugate of the first cross-correlation and the second cross-correlation to generate a value, computes a complex phase angle of the value, and scales the complex phase angle via a scaling factor to generate the estimated FCFO value.
- the wireless receiver generates a compensation signal based on the estimated FCFO value, and applies the compensation signal to the received time- domain OFDM/OFDMA symbol to generate a compensated received time-domain OFDM/OFDM A symbol.
- the compensated received time-domain OFDM/OFDMA symbol can then be transformed from the time-domain to the frequency-domain to generate a frequency-domain symbol that can be used to generate an estimated integer carrier frequency offset (ICFO) value.
- ICFO integer carrier frequency offset
- the estimated ICFO value estimates an integer part of a carrier frequency offset to within an integer number of sub-carrier spacings that a carrier frequency of the wireless receiver is offset from that of the transmitter.
- the wireless receiver generates the estimated ICFO value by determining a maximum absolute value of a correlation between a received frequency-domain P-SCH sequence and a complex conjugate of a frequency shifted version of the original transmitted frequency-domain P-SCH sequence to compute the estimated ICFO value. For example, the wireless receiver can correlate, over a possible range of ICFO values as a shift value of the ICFO is varied, samples of the received frequency-domain P-SCH sequence against corresponding samples of a complex conjugate of the frequency shifted version of the original transmitted frequency-domain P-SCH sequence to generate correlation values, and then determine a maximum absolute value of the correlation values to generate the estimated ICFO value.
- the estimated FCFO value and the estimated ICFO value can be added to generate a total estimated CFO value that provides an estimate of the CFO between the wireless receiver and a transmitter that transmitted the signal.
- the total estimated CFO value can then be used to adjust a reference frequency of a digital output signal generated by an oscillator.
- a digital baseband signal can then be multiplied by the digital output signal to adjust the frequency of the digital baseband signal to the reference frequency to correct for CFO between the receiver and the transmitter
- FCFO estimates are accurate over a large range, and can be estimated using a single OFDM/OFDMA symbol. The greatly improves processing efficiency in comparison to conventional methods used to estimate FCFO.
- the disclosed methods and apparatus for computing estimated FCFO are not sensitive to fading channel timing selectivity and multipath delay.
- FIG. 1 Prior to describing the disclosed embodiments with reference to FIGS. 5-9, an example of an operating environment will be described with reference to FIG. 1 as well as a radio frame structure with reference to FIGS. 2 A and 2B, and primary synchronization channel (P-SCH) implemented within that radio frame structure with reference to FIGS. 3 and 4.
- P-SCH primary synchronization channel
- FIG. 1 is a block diagram of an exemplary communication network 100 in which some of the disclosed embodiments can be implemented.
- the communication network 100 is an OFDMA network.
- An OFDMA network may implement a radio technology such as Evolved UTRA (E-UTRA).
- E-UTRA Evolved UTRA
- UTRA and E-UTRA are part of Universal Mobile Telecommunication System (UMTS).
- UMTS Universal Mobile Telecommunication System
- 3 GPP Long Term Evolution (LTE) and LTE- Advanced (LTE-A) are new releases of UMTS that use E-UTRA.
- UTRA, E-UTRA, UMTS, LTE, LTE-A are described in documents from an organization named "3rd Generation Partnership Project" (3 GPP).
- system 100 can utilize substantially any type of duplexing technique to divide communication channels (e.g., downlink, uplink, . . . ) such as frequency division duplexing (FDD), frequency division multiplexing (FDM), time division duplexing (TDD), time division multiplexing (TDM), code division multiplexing (CDM), and the like.
- FDD frequency division duplexing
- FDM frequency division multiplexing
- TDD time division duplexing
- TDM time division multiplexing
- CDM code division multiplexing
- downlink signals can utilize a different frequency band than that used by uplink signals
- a TDD system downlink signals and uplink signals can utilize a common frequency band but at different times.
- a frequency band is a range of frequencies that may be used for communication and may be given by (i) a center frequency and a bandwidth or (ii) a lower frequency and an upper frequency.
- a frequency band may also be referred to as a band, a frequency channel, etc.
- the techniques described herein may be used for the wireless networks and radio technologies mentioned above as well as other wireless networks and radio technologies. For clarity, certain aspects of the techniques are described below using LTE terminology; however, those skilled in the art will appreciate that such descriptions are non-limiting and used only for purposes of illustrating one exemplary environment in which the disclosed embodiments can be implemented.
- the system 100 includes a femtocell 110 (also known as an access point base station or a Home Node B (HNB)), user equipment (UE) 120, an IP network 140, such as the Internet, a mobile core network (MCN) 150, and a macrocell base station (BS) 160 also known as a Home evolved Node B (HeNB).
- a femtocell 110 also known as an access point base station or a Home Node B (HNB)
- UE user equipment
- IP network 140 such as the Internet
- MCN mobile core network
- BS macrocell base station
- HeNB Home evolved Node B
- FIG. 1 depicts one femtocell 110, one UE 120 and one macrocell BS 160.
- network 100 can include more than one of each.
- the macrocell BS 160 is communicatively coupled to the MCN 150 via a backhaul 155.
- the MCN 150 can include a network controller (not illustrated) that is coupled to the macrocell BS 160 (as well as other macrocell BSs) so that the network controller may provide coordination and control for these macrocell BSs.
- the term "macrocell base station" may refer to a device in an access network that communicates over the air-interface, through one or more sectors, with UE(s), and with other base stations through backhaul network communication.
- a macrocell BS may act as a router between a UE and the rest of the access network, which may include an IP network, by converting received air-interface frames to IP packets.
- a macrocell BS also coordinates management of attributes for the air interface.
- a macrocell BS may also be referred to as an access point (AP), Node B, evolved Node B (eNodeB), evolved base station (eBS), access network (AN) or other terminology known to those skilled in the art.
- AP access point
- Node B evolved Node B
- eBS evolved base station
- AN access network
- the macrocell BS 160 includes antennas, a transmitter chain and a receiver chain, each of which can include components associated with signal transmission and reception (e.g., processors, modulators, multiplexers, demodulators, demultiplexers, antennas, etc.).
- the femtocell 110 is a low-power cellular base station or access point that shares the licensed electromagnetic spectrum allocated to cellular service providers, and provides a personal mobile phone signal for cellular service to help improve Received Signal Strength (RSS) at an indoor site such as a building or residential home. Because the femtocell 110 has low transmit power it may cover a relatively small geographic area (e.g., a home 130) relative to the macrocell BS. This way, a femtocell can provide better indoor signal strength and improve coverage and capacity within an indoor environment where coverage or capacity might otherwise be limited or unavailable.
- RSS Received Signal Strength
- the femtocell 110 connects the UE 120 to a mobile operator's core network 150 using an IP -based backhaul 115 (e.g., a residential DSL or cable broadband connection).
- IP -based backhaul 115 e.g., a residential DSL or cable broadband connection.
- the femtocell 110 is coupled to a broadband IP network 140, such as the Internet, via a DSL router, a cable modem, and/or another suitable device (not shown) to provide the femtocell with access to the MCN 150 via the backhaul 145.
- the owner of the femtocell can subscribe to mobile service (e.g., a 3G/4G mobile service offered through mobile operator core network 150), and the femtocell 110 may allow restricted access by UEs having association with the femtocell (e.g., UEs in a Closed Subscriber Group (CSG), UEs for users in the home, etc.).
- femtocell 110 can be installed in a user residence 130 or other small scale network environment.
- the term “user equipment” refers to any portable computer or other hardware designed to communicate with an infrastructure device over an air interface through a wireless channel.
- User equipment is "portable” and potentially mobile or “nomadic” meaning that the user equipment can physically move around, but at any given time may be mobile or stationary.
- User equipment can be one of any of a number of types of mobile computing devices, which include without limitation, mobile stations (e.g. cellular telephone handsets, mobile radios, mobile computers, hand-held or laptop devices, and personal computers, personal digital assistants (PDAs), or the like), access terminals, subscriber stations, wireless computing devices, or any other devices configured to communicate via wireless communications.
- mobile stations e.g. cellular telephone handsets, mobile radios, mobile computers, hand-held or laptop devices, and personal computers, personal digital assistants (PDAs), or the like
- PDAs personal digital assistants
- the macrocell BS 160 may provide communication coverage for a relatively large geographic area (e.g., several kilometers in radius) and may allow unrestricted access by UEs with service subscriptions.
- the macrocell BS 160 defines a cell or coverage area 170 and can service UEs, such UE 120, within its coverage area 170 offering services related to a particular service location.
- the cell 170 may be divided into multiple sectors, where a sector refers to a physical coverage area within the cell 170.
- the term "cell" can refer to a coverage area of the macrocell BS 160 and/or a subsystem of the macrocell BS 160 serving this coverage area, depending on the context in which the term is used.
- the macrocell BS 160 can communicate with UE 120 (and other UEs).
- a communication link used for transmission from the macrocell BS 160 to the UE 120 may be referred to as a downlink (DL), and a communication link used for transmission to the macrocell BS 160 from the UE 120 may be referred to as an uplink (UL).
- DL downlink
- UL uplink
- a downlink may be referred to as a forward link or a forward channel
- an uplink may be referred to as a reverse link or a reverse channel.
- the macrocell BS 160 may transmit data and signaling/control information on the downlink to the UE 120, and may receive data and signaling/control information on the uplink from the UE 120.
- signals may be sent and received between the macrocell base station 160 and the UE 120 in accordance with OFDM/OFDMA techniques.
- the femtocell 110 can communicate with UE 120 using similar technology (e.g., modulation and coding scheme) to that of the macrocell BS 160. Depending on the implementation, the femtocell 110 can be deployed on a single frequency or on multiple frequencies, which may overlap with respective macro cell frequencies.
- the femtocell 110 may have lower transmit power levels (e.g., 1 Watt) than the macrocell BS 160 (e.g., 20 Watts), different coverage areas, and a different impact on interference in the system 100.
- Receivers of the femtocell 110 and UE 120 should ideally be time and frequency synchronized with the transmitter of the macrocell BS 160. As will be described below with reference to FIGS. 5-9, the femtocell 110 and/or UE 120 can employ the frequency offset estimation and cancellation techniques to reduce carrier frequency offset between the macrocell BS 160 and the femtocell 110 and/or UE 120.
- the femtocell 110 and/or UE 120 can employ the frequency offset estimation and cancellation techniques to reduce carrier frequency offset between the macrocell BS 160 and the femtocell 110 and/or UE 120.
- a description of LTE downlink radio frame structures will be provided with reference to FIGS. 2A and 2B, and a description of a primary synchronization channel (P-SCH) used in that downlink radio frame structure will be provided with reference to FIGS. 3 and 4.
- P-SCH primary synchronization channel
- LTE Downlink Radio Frame Structure Per the 3GPP LTE specification, downlink transmissions are organized into radio frames. Each radio frame is 10 ms in duration.
- the LTE specifications define two radio frame structures: frame structure type 1, which uses both frequency division duplexing (FDD) and time division duplexing (TDD), and frame structure type 2, which uses TDD.
- FIG. 2A illustrates a radio frame structure type 1 200 for a Frequency Division Duplex (FDD) implementation.
- radio frame structure type 1 is used for the downlink and is optimized to co-exist with 3.84 Mcps UMTS Terrestrial Radio Access (UTRA) systems.
- UTRA 3.84 Mcps UMTS Terrestrial Radio Access
- LTE frame structure type 1 downlink transmission is partitioned into units of radio frames 200 each having a predetermined duration (e.g., 10 milliseconds
- Each radio frame 200 is partitioned into 10 subframes (1 10), and each subframe
- each downlink radio frame 200 includes 20 slots.
- Each slot includes a number of OFDM/OFDMA symbols in the time-domain, and each OFDM/OFDMA symbol in that slot is preceded by a cyclic prefix (CP).
- the number of OFDM/OFDMA symbols in each slot varies depending on whether the base station is operating in a "normal" or "extended” cyclic prefix (CP) mode.
- CP cyclic prefix
- a CP is a guard interval that is prefixed to a symbol that is a repetition of the end of that symbol.
- the CP extends the symbol so that is separated from adjacent symbols. Within the CP, it is possible to have distortion for the preceding symbol.
- the CP is of sufficient duration (e.g., the duration is greater than the maximum channel delay), then preceding symbol will not spill over into the current symbol, and inter-symbol interference (ISI) caused by multi-path delay can be reduced/eliminated.
- ISI inter-symbol interference
- the length of the CP must be at least equal to the anticipated length of the multipath channel.
- normal and extended CP modes can be used in different radio environments depending on the expected multipath delays.
- the CP mode that is set varies depending on different coverage areas, channel conditions, or any other performance affecting variables.
- the LTE specification suggests a long or extended CP mode, and for less reliable communication links a short or normal CP mode can be used.
- the number of OFDM/OFDMA symbols in each slot varies depending on a CP mode that is implemented. In the long or extended CP mode each slot has six (6) OFDM/OFDMA symbols, whereas each slot has seven (7) OFDM/OFDMA symbols in short or normal CP mode. For instance, FIG.
- each slot 230 includes seven symbols (and therefore each sub-frame/TTI consists of 14 symbols).
- each slot 240 consists of 6 symbols (and therefore each sub-frame/TTI consists of 12 symbols).
- orthogonality is achieved by making the symbol length equal to the reciprocal of the sub-carrier spacing ( ⁇ ), which is 15 kHz, which means that the symbol length is 66.7 ⁇ .
- Each downlink slot corresponds to a time-frequency resource grid.
- FIG. 2B depicts an example of a downlink slot 230 (in normal CP mode) and its corresponding time- frequency resource grid of subcarriers and OFDM/OFDMA symbols.
- Data that are to be transmitted are mapped to basic elementary units called resource elements.
- Each resource element is a modulation symbol that is uniquely identified by a transmit antenna, a sub- carrier position, and the OFDM/OFDMA symbol index within a radio frame.
- Each resource element can be used to send one modulation symbol, which may be a real or complex-valued.
- a resource element may cover one subcarrier in one symbol period and is the smallest time- frequency unit for downlink transmission. As illustrated in FIG.
- the available time frequency resources may be partitioned into resource blocks.
- a resource block is defined as N ⁇ din b consecutive OFDM/OFDMA symbols in the time-domain and consecutive subcarriers in the frequency-domain.
- a resource block consists of N ⁇ b x
- N w resource elements corresponding to one slot in the time-domain and 180 kHz in the frequency-domain.
- a RB includes a group of 12 contiguous sub- carriers in frequency and one slot in time forms a resource block (RB) (i.e., each resource block may cover 12 subcarriers in one slot). Stated differently, a RB spans 12 consecutive sub-carriers at a sub-carrier spacing of 15 kHz, and 7 consecutive symbols over a slot duration of 0.5 ms. (Although not illustrated in FIG.
- a CP is appended to each symbol as a guard interval.
- a RB has 84 resource elements (12 sub-carriers x 7 symbols) corresponding to one slot in the time-domain and 180 kHz (12 sub-carriers x 15 kHz spacing) in the frequency-domain.
- the size of a RB is the same for all bandwidths, therefore, the number of available physical RBs depends on the transmission bandwidth. In the frequency-domain, the number of available RBs can range from 6 (when transmission bandwidth is 1.4 MHz) to 100 (when transmission bandwidth is 20 MHz).
- a UE seeking to access a cell performs a cell search procedure that allows the UE to identify different types of information including: symbol and radio frame timing, frequency, cell identification, overall transmission bandwidth, antenna configuration, and cyclic prefix length.
- Synchronization signals are used during cell search to perform a series of synchronization stages that allow the UE to determine time and frequency parameters that are necessary to demodulate the downlink signals and to transmit uplink signals with the correct timing.
- PSS Primary Synchronization Signal
- SSS Secondary Synchronization Signal
- P-SCH primary synchronization channel
- S-SCH secondary synchronization channel
- the SSS 210/212 and PSS 220/222 are downlink physical signals that are transmitted or broadcast two times per radio frame. Specifically, the SSS 210/212 and PSS 220/222 are both periodically transmitted once every 5 ms using the last two OFDM/OFDMA symbols of the first slot of the first sub-frame (sub-frame index 0) and in the last two OFDM/OFDMA symbols of the first slot of the sixth sub-frame (sub- frame index 5). In one implementation, applicable to an FDD cell, the SSS is located in the symbol immediately preceding the PSS.
- the 3GPP standard specifies use of multiple (three) P-SCH signals to support the OFDM/OFDMA symbol timing synchronization at the UE.
- the three P-SCH signals are tied to the cell identities within a cell identity group.
- Constant Amplitude Zero Auto Correlation (CAZAC) sequence is a periodic complex-valued mathematical sequence with modulus one and out-of-phase periodic (cyclic) autocorrelation equal to zero.
- CAZAC sequences include: Chu sequences, Frank-Zadoff sequences, and Zadoff-Chu (ZC) sequences.
- Zadoff-Chu sequences (ZCS) also known as Generalized Chirp-Like (GCL) sequences
- GCL Generalized Chirp-Like
- the circular cross- correlation between two ZCSs is low with constant magnitude for prime number lengths.
- a ZCS also exhibits zero or nearly zero circular autocorrelation meaning that the correlation with the circularly shifted version of itself is a delta function.
- the average and peak values of the cross-correlation are low relative to the autocorrelation, and therefore any residual cross- correlation signal can be considered as white noise with low variance.
- This nearly ideal cyclic autocorrelation property is important when the received signal is correlated with a reference sequence and the received reference sequences are misaligned.
- cyclically-shifted versions of the ZCS remain orthogonal to one another.
- ZCSs also have a low-frequency offset sensitivity, which can be defined as the ratio of the maximum undesired autocorrelation peak in the time-domain to the desired correlation peak computed at a certain frequency offset.
- the flat frequency-domain autocorrelation property and low frequency offset sensitivity allows for the PSS to be easily detected during the initial synchronization (e.g., PSS detection with a frequency offset up to ⁇ 7.5 kHz).
- ZCSs are used to define the PSS and P-SCH as will now be described with reference to FIG. 3.
- the P-SCH signals are OFDM signals with up to 72 active subcarriers, centered around the DC subcarrier.
- FIG. 3 is diagram 300 that schematically illustrates a mapping of an example Zadoff-Chu sequence (ZCS) dge(n) to available subcarriers in the frequency-domain used in accordance with some of the disclosed embodiments. This mapping is used to generate a primary synchronization signal (PSS) sequence that is modulated according to the ZCS, and eventually transmitted as the P-SCH twice in each downlink radio frame.
- ZCS Zadoff-Chu sequence
- the P-SCH occupies 62 center sub-carriers located symmetrically around a DC sub-carrier (sub-carrier index of zero) that is left unused to avoid transmitting on the DC-subcarrier.
- the last five resource elements (not shown) at each extremity of each synchronization sequence (-36, -35, -34, -33, -32, 32, 33, 34, 35, 36) are not used and therefore not illustrated in FIG. 3.
- This structure enables the UE to detect the PSS using a size-64 FFT and a lower sampling rate than would be necessary if all 72 subcarriers in the central resource block were used.
- a generated ZCS that has not been shifted is known as a "root sequence.”
- three ZCSs are generated that correspond to a particular root sequence index (u) of the ZCS sequence.
- the Zadoff-Chu root sequence indices ( u ) are specified in Table 1 , which shows a cell-identity group ( N ) in the first column, and a corresponding Zadoff-Chu root sequence index (u) that can be used for the P-SCH signal in the second column.
- the frequency- domain ZCS that is used to generate the primary synchronization channel (P-SCH) signal can be specified according to equation (1) as follows:
- the sequence length (Nzc) of the ZCS is 63
- n is an index that ranges from 0 to 61 or (between 0 and N zc .-1)
- the three ZCSs that are generated are of length 62 and are orthogonal to each other.
- a k l is a resource element (k,l)
- k is sub-carrier index corresponding to one subcarrier (k) that ranges from -31 to +30
- / is a symbol index corresponding to one particular OFDM/OFDMA symbol period (/)
- n is a sequence index that ranges from 0 to 61
- N sy j nb is the number of consecutive time-domain OFDM/OFDMA symbols in the resource block, and is the number of consecutive frequency-domain subcarriers in the resource block.
- the sequence indices n -5, -4, -3, -2, -1, 62, 63, 64, 65, 66 are reserved and not used for generation of the P-SCH signals.
- the three resulting P-SCH signals are tied to the cell identities (V / z>) 0, 1 , or 2 within a cell identity group.
- the BS selects one of the three primary synchronization sequences (PSSs) that is linked to a particular sector or cell identifier, and can transmit the selected PSS in the P-SCH.
- PSSs primary synchronization sequences
- FIG. 4 is a graph that illustrates a periodic autocorrelation property of P-SCH signals generated in FIG. 3 when it is assumed that there is no interference or fading.
- the periodic autocorrelation is shown for an FFT size (N) of 1024.
- N FFT size
- the vertical axis represents the autocorrelation values (from zero to one) that are computed using FFT techniques.
- the horizontal axis represents the time delay index, which ranges between 0 and 1023, and represents the 1024 possible unique offsets between two copies of the same sequence of 1024 values.
- the time delay index is a delayed sampling number (or end-around shift number) needed for autocorrelation for N equal to 1024.
- FIG. 4 demonstrates that the sequences used to generate the P-SCH signals (e.g., generated through mapping illustrated in FIG. 3) have very good/strong periodic autocorrelation properties as the peak autocorrelation values are located near the extreme time delay indices of 0 and 1024. As will be described below, these strong periodic autocorrelation properties help cancel or reduce the impact of multipath interference when estimating FCFO thus improving the accuracy of the FCFO estimate.
- FIG. 5 is a block diagram of a portion of a wireless receiver 500 in accordance with one exemplary implementation of the disclosed embodiments.
- the wireless receiver 500 can be implemented in a wireless communication device such as user equipment or a femtocell that that is in communication with a macrocell base station in a LTE system, and thus needs to maintain time and frequency synchronization with the macrocell base station.
- the wireless receiver 500 includes an antenna 502, an analog front end module 504, an analog-to-digital converter (ADC) 505, a frequency correction module 510, a time synchronization and carrier frequency offset estimator module 580, a Fast Fourier Transform (FFT) module 590, channel estimation and equalization modules 592, and demodulation and forward error correction (FEC) modules 596.
- ADC analog-to-digital converter
- FFT Fast Fourier Transform
- FEC demodulation and forward error correction
- the wireless receiver 500 receives a RF signal 503 with modulated OFDM/OFDMA symbols from a transmitter (not shown) via antenna 502.
- the wireless receiver 500 communicates RF signal 503 to analog front end module 504.
- the analog front end module 504 includes various components (e.g., filters, low-noise amplifiers (LNAs), automatic gain control (AGC) circuitry, down-conversion mixer(s), and associated local oscillator(s) for driving the mixer(s), etc.) for processing the modulated RF signal 503 to generate an analog baseband waveform (with the downconverted OFDM/OFDMA symbols) suitable for input into the analog-to-digital converter (ADC) 505.
- various components e.g., filters, low-noise amplifiers (LNAs), automatic gain control (AGC) circuitry, down-conversion mixer(s), and associated local oscillator(s) for driving the mixer(s), etc.
- ADC analog-to-digital converter
- the desired signal is selected and downconverted to an intermediate frequency, filtered, and then downconverted with an IQ demodulator and filtered again to generate an analog baseband (or passband at much lower frequency than the original radio frequency) signal.
- the analog front end 504 may optionally include automatic gain control (AGC) circuitry (not illustrated) for varying the gain of the received signal such that all signals at the output of the AGC circuit may have the same amplitude.
- AGC automatic gain control
- the analog front end module 504 may include a power measuring circuit to measure power of the gain-controlled signals from the output of the AGC circuit.
- the analog-to-digital converter (ADC) 505 performs analog-to-digital (A/D) conversion on the analog baseband waveform (with the downconverted OFDM/OFDMA symbols) to generate a digital baseband signal 506 that includes digitized time-domain OFDM/OFDMA symbols.
- ADC analog-to-digital converter
- the frequency correction module 510 includes at least a multiplier 512 and a numerically controlled oscillator (NCO) 575.
- NCO numerically controlled oscillator
- the digital baseband signal 506 is multiplied with a digital output signal 582 from the NCO 575 to generate a frequency compensated baseband signal 514 at a frequency that is controlled by the NCO 575.
- the digital output signal 582 is at a reference frequency that corrects CFO between the wireless receiver 500 and the transmitter that transmitted the modulated RF signal 503.
- the time synchronization and carrier frequency offset (CFO) estimator module 580 performs various timing and frequency synchronization operations that will now be described below.
- the time synchronization and carrier frequency offset (CFO) estimator module 580 includes a symbol timing synchronization module 520, a Fractional CFO (FCFO) estimation module 530, a compensation module 540, an Integer CFO (ICFO) estimation module 560, and an adder module 570.
- FIG. 6 is timing diagram illustrating a plurality of multipath-affected versions of a received OFDM/OFDMA symbol 600.
- Each multipath-affected version of the particular OFDM/OFDMA symbol 600 includes a cyclic prefix (CP) 610 and a FFT portion 620 (i.e., portion within an FFT window 625).
- the FFT portion 620 corresponds to a P-SCH symbol described above.
- the P-SCH symbol 620 can be divided into a first part 630 and a second part 640 that exhibit time-domain symmetry. As will be described further below, this pattern of the PSS sequence allows a Fractional Carrier Frequency Offset (FCFO) to be accurately estimated over a wide estimation range using only single P-SCH symbol.
- FCFO Fractional Carrier Frequency Offset
- the wireless receiver 500 must time align the OFDM/OFDMA symbol boundaries.
- the symbol timing synchronization module 520 includes a time synchronization (TS) module 522 that that receives a plurality of multipath copies of the OFDM/OFDMA symbol, detects OFDM/OFDMA symbol boundaries in each of the plurality of multipath copies of the OFDM/OFDMA symbol to determine a correct start position of the OFDM/OFDMA symbol, identifies a fast Fourier transform (FFT) window size and a cyclic prefix (CP) length, and synchronizes timing of the start position of the OFDM/OFDMA symbol with the FFT window before FFT processing takes place.
- FFT fast Fourier transform
- CP cyclic prefix
- the TS module 522 may employ any known timing synchronization methods to detect the OFDM/OFDMA symbol boundaries and determine the correct start position of each symbol. In one embodiment, the TS module 522 correlates the incoming OFDM/OFDMA symbols with a known sequence to detect the OFDM/OFDMA symbol boundaries and determine the correct start position of each symbol.
- the TS module 522 sends the OFDM/OFDMA symbols to the CP removal (CPR) module 525.
- the CPR module 525 removes the CP that precedes (or is prepended to) each time-synchronized OFDM/OFDMA symbol, and outputs a time-domain signal 526 having OFDM/OFDMA symbols with their respective CPs removed.
- the TS module 522 also sends timing offset information 524 regarding the location of OFDM/OFDMA symbol boundaries to the FCFO estimation module 530 and to the Serial-to-Parallel (S/P) Converter module 527.
- S/P Serial-to-Parallel
- the S/P converter module 527 uses the timing offset information 524 to generate N parallel streams of time-domain OFDM/OFDMA symbols, where each stream corresponds to one of the N orthogonal subcarriers.
- the N parallel time-domain OFDM/OFDMA symbol streams are eventually sent to the FFT module 590.
- FCFO Fractional Carrier Frequency Offset
- the FCFO estimation module 530 performs time-domain fractional CFO estimation on an individual OFDM/OFDMA symbol basis using a single OFDM/OFDMA symbol.
- the FCFO estimation module 530 uses timing information 524 to determine boundaries of each time-domain OFDM/OFDMA symbol, and then computes, based on a particular time-domain OFDM/OFDMA symbol, an estimated FCFO value ( S f ) 534 that provides an estimate of the FCFO between the wireless receiver 500 and the transmitter.
- the estimated FCFO value ( S f ) 534 that estimates a fractional part of the carrier frequency offset to within +/- one sub-carrier spacing (+/- 15 kHz in a 3 GPP LTE network).
- the estimated FCFO value ( S f ) 534 can be computed by determining a differential phase of cross-correlation between the first-half and second-half of the P-SCH based on equation (3) as follows:
- n is a sample index that ranges from 0 to N-l , where N is the sample size of the FFT window, ⁇ /is the sub-carrier spacing (e.g., 15 kHz), 6 ⁇ is a timing offset ⁇ 6 Time ) information corresponding to the symbol timing point for a start of the FFT window that is provided from the symbol timing synchronization module 520, r(n) is a discrete function representing the received time-domain P-SCH sequence (after transmission over the multipath fading channel), r ⁇ 6 Time + ri) is a discrete function representing a time-shifted version of the received time-domain P-SCH sequence after timing offset ( 6 Time ) information has been applied to r(n) , x(n) is a discrete function representing the originally transmitted time-domain P-SCH sequence, and x * (n) is a discrete function representing the complex conjugate of the originally transmitted time-domain P-SCH sequence.
- N is the sample size of the FFT window
- the estimated range of Equation (3) is between ⁇ subcarrier spacing ( ⁇ ⁇ /) .
- FIG. 7 is a block diagram that illustrates a Fractional Carrier Frequency Offset (FCFO) estimator for estimating a FCFO in accordance with some of the disclosed embodiments.
- FCFO Fractional Carrier Frequency Offset
- a P-SCH sequence ( x ⁇ n) ) that is generated based on a Zadoff-Chu sequence like that described above, is that the original transmitted time-domain P-SCH sequence ( x(n) ) of a transmitted OFDM/OFDMA symbol and the received time- domain P-SCH sequence ( r(n) ) can both be divided into a first-half 630 and a second-half 640.
- the sample index (n) varies depending on the sample size (N) of the FFT window that is defined by the time synchronization module.
- the FCFO estimator module 530 computes a first cross-correlation between the first-half of the received time-domain P-SCH sequence ( r(n) ) and the first-half of the original transmitted time-domain P-SCH sequence ( x(ri) ) for samples 0 to (N/2)-l , and determines a complex conjugate (*) of the first cross-correlation.
- Block 720 represented in expression (3 A) as follows:
- Block 720 also includes a complex conjugate computation module 724 that operates on the output of the cross-correlator module 722 to compute a complex conjugate of the first cross-correlation.
- the FCFO estimator module 530 includes another cross- correlator module that computes a second cross-correlation between the second-half of the received time-domain P-SCH sequence ( r(n) ) and the second-half of the original transmitted time-domain P-SCH sequence ( x(n) ) for samples N/2 to N-l .
- the processing performed at block 730 can be represented in expression (3B) as follows: + n)x * (n) Expression (3B)
- Expression (3B) provides a measure of similarity of the two discrete functions ( x ⁇ ri) , r(n) ) as a function of a time-lag ( 6 Time ) applied to the second-half of the received time-domain P-SCH sequence ( r(n) ).
- the FCFO estimator module 530 computes the product of: (1) the complex conjugate of the first cross-correlation (i.e., the output of block 724), and (2) the second cross-correlation (i.e., the output of block 730) to generate a value.
- the processing performed at block 740 can be represented in expression (3C) as follows: +n)x * (n) Expression (3C)
- the computation in expression 3C extracts the phase offset from the received time-domain P-SCH sequence ( r(n) ) since the expression 3A will have a constant phase offset comparedin comparison to expression 3B.
- the FCFO is /
- the channel tap response is h
- the original transmitted time-domain P-SCH sequence is ( x(n) ) 0 ⁇ n ⁇ N - 1
- the sampling interval is At
- AWGN is ignored
- the P-SCH is CAZAC sequence in frequency domain. In the time domain the P-SCH still has a constant amplitude. If the constant amplitude square is C, equation (5) can be re-written as equation (6) as follows: w , , , Equation (6)
- the FCFO estimator module 530 computes a complex phase angle of the value that was generated at block 740.
- the complex phase angle is represented in expression (3D) as follows: angle ⁇ + n)x * (n) Expression (3D)
- the FCFO estimator module 530 scales the complex phase angle based on a scaling factor to generate the estimated FCFO value (S f ) 534.
- the scaling factor is the ratio of subcarrier spacing to pi (- ⁇ - ).
- the estimated FCFO value 534 can then be sent to the adder module 570 and the compensation module 540.
- the estimated FCFO value 534 may then be the fractional CFO estimation used for the correction, and for some embodiments, may be stored until a corresponding integer CFO estimation is computed.
- the compensation module 540 outputs a compensation signal 536, based on the estimated FCFO value 534.
- the compensation signal 536 is applied to the time-domain OFDM/OFDMA symbol(s) 529 to compensate for the estimated FCFO.
- a compensated time-domain OFDM/OFDMA symbol 538 is generated with reduced error (i.e., because it has been compensated based on the estimated FCFO value 534).
- a time-domain-to-frequency-domain transformation may then be performed.
- the Fast Fourier Transform (FFT) module 590 transforms the N parallel (compensated) time-domain OFDM/OFDMA symbol streams 538 from the time-domain to the frequency-domain and outputs N parallel frequency-domain symbol streams 591.
- the auto correlation feature of Zadoff-Chu sequence in frequency-domain can be used to compute an estimated
- the Integer CFO (ICFO) estimation module 560 generates an estimated ICFO value 562 based on the frequency-domain OFDM/OFDMA symbol 591.
- the estimated ICFO value 562 is based on the frequency-domain OFDM/OFDMA symbol 591.
- the estimated ICFO value ( k ) 562 that estimates an integer part ( k ) of the CFO to within an integer number of sub-carrier spacings n ( ⁇ /) (e.g., 15 kHz) that its carrier frequency is offset from that of the transmitter.
- the estimated ICFO value ( k ) 562 is computed by determining a maximum absolute value of the correlation between a received frequency- domain P-SCH sequence ( Z . ) and a complex conjugate of a frequency shifted version of the original frequency-domain P-SCH sequence ( d j ), as will now be described below with reference to FIG. 8.
- FIG. 8 is a block diagram that illustrates an Integer Carrier Frequency Offset (ICFO) estimator for estimating ICFO in accordance with some of the disclosed embodiments.
- ICFO Integer Carrier Frequency Offset
- ⁇ i * s is a j th . sample of the complex conjugate of a frequency shifted version of the original frequency-domain P-SCH sequence with a shift value g, Z . is a j th . sample of the received frequency-domain P-SCH sequence at the j th sampling point, and where ⁇ is the possible range of ICFO values.
- Each shift value (g) is a particular, possible value of the ICFO.
- the estimated ICFO value ( k ) 562 is determined to be the maximum calculated correlation value ( ⁇ (#)) observed when a shift value (g) of the ICFO is varied over a possible range of ICFO values ( ⁇ ). This can be expressed in equation (12) as follows:
- the adder module 570 can then add the estimated FCFO value ( S f ) 534 and the estimated ICFO value ( k ) 562 to generate a total estimated CFO value 572 that provides an estimate of the CFO between the wireless receiver 500 and the transmitter.
- the total estimated CFO value 572 is then fed forward to the NCO 575 to adjust the reference frequency of its digital output signal 582.
- the reference frequency of the digital output signal 582 is used to adjust the baseband signal 506 to correct for CFO between the receiver 500 and the transmitter.
- the multiplier 512 multiplies the baseband signal 506 with digital output signal 582 to generate a frequency compensated baseband signal 514 (i.e., the baseband signal 506 converted to a frequency that is controlled by the digital output signal 582 from NCO 575 and having reduced CFO).
- the channel estimation and equalization modules 592 receive the CFO compensated (frequency-domain) OFDM/OFDM A symbols 591 that are output by FFT module 590.
- the frequency-domain OFDM/OFDMA symbols 591 output by the FFT block 590 may be sent to channel estimation (CE) module 592, which may estimate the channel for corresponding subcarriers and symbols.
- CE channel estimation
- the output of the CE module and the output of the FFT module 590 can then be passed to an equalization module 592 in an effort to remove the effects of the channel from the received signal.
- the equalization module 592 processes these inputs to generate an equalized signal output 594.
- the equalized signal output 594 can be passed to the demodulation and forward error correction (FEC) modules 596.
- FEC forward error correction
- the FEC decoding module 596 can decode the frequency-domain OFDM/OFDMA symbols in accordance with known techniques and output a stream of digital data generated based on the decoded symbols.
- additional processing steps e.g., bit level de-interleaving, inner decoding, symbol level de -interleaving, outer decoding, and other higher level processing, etc.
- FEC forward error correction
- FIG. 9 is a simulated graph that illustrates periodic autocorrelation property of P- SCH signals generated in FIG. 3 after transmission over a multipath fading channel.
- the periodic autocorrelation is shown for an FFT size (N) of 1024.
- N FFT size
- the vertical axis of the autocorrelation graph represents the autocorrelation values (from zero to one) and the horizontal axis represents the time delay index, which ranges between 0 and 1023, and represents the 1024 possible unique offsets between two copies of the same sequence of 1024 values.
- the time delay index is a delayed sampling number (or end-around shift number) needed for autocorrelation for N equal to 1024.
- the maximum multipath delay is less than the length of Cyclic Prefix (CP), which is not more than 1/8 of FFT size.
- CP Cyclic Prefix
- the simulation results show that the auto correlation values between the original P-SCH sequence and a multipath delayed version of original P-SCH sequence are small compared with the maximum correlation value during the multipath delay range.
- the P-SCH signal (e.g., generated through mapping illustrated in FIG. 3) still exhibit relatively strong periodic autocorrelation properties as the peak autocorrelation values are located near the extreme time delay indices of 0 and 1024.
- the autocorrelation graph includes other peaks (e.g., located near time delay index values of 200, 400, 600 800), these periodic autocorrelation property of the P-SCH remains adequate to help cancel or reduce the impact of multipath interference when estimating FCFO.
- the multipath delayed versions of P-SCH sequence have nearly no impact on the performance of the proposed FCFO estimation technique.
- the estimated FCFO can be averaged over the two P-SCH signals thus providing a measure of time diversity in the estimate.
- embodiments of the present disclosure have been presented including a base station transmitter, a user equipment receiver, and methods of synchronizing a base station transmitter and a user equipment receiver.
- FIG. 1 describes an environment in which it is desirable to time and frequency synchronize femtocell 110 or UE 120 with macrocell BS 160
- FIG. 1 describes an environment in which it is desirable to time and frequency synchronize femtocell 110 or UE 120 with macrocell BS 160
- FIG. 1 describes an environment in which it is desirable to time and frequency synchronize femtocell 110 or UE 120 with macrocell BS 160
- those skilled in the art will appreciate that the disclosed embodiments can be used to time and frequency synchronize a picocell, a relay node, or any other wireless communication device with macrocell BS 160.
- modules may be implemented as electronic hardware, computer software, or combinations of both. Some of the embodiments and implementations are described above in terms of functional and/or logical block components (or modules) and various processing steps. However, it should be appreciated that such block components (or modules) may be realized by any number of hardware, software, and/or firmware components configured to perform the specified functions.
- module refers to a device, a circuit, an electrical component, and/or a software based component for performing a task.
- DSP digital signal processor
- ASIC application specific integrated circuit
- FPGA field programmable gate array
- a general-purpose processor may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine.
- a processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration.
- a software module may reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
- An exemplary storage medium is coupled to the processor such that the processor can read information from, and write information to, the storage medium.
- the storage medium may be integral to the processor.
- the processor and the storage medium may reside in an ASIC.
- the ASIC may reside in a user terminal.
- the processor and the storage medium may reside as discrete components in a user terminal.
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CN105743836A (en) * | 2016-04-18 | 2016-07-06 | 重庆大学 | Frequency offset estimation method of OFDM system based on multipath separation |
CN105743836B (en) * | 2016-04-18 | 2018-11-06 | 重庆大学 | Ofdm system frequency deviation estimating method based on multi-path separation |
US12081378B2 (en) | 2019-03-18 | 2024-09-03 | Zte Corporation | Systems and methods for conjugate data modulation |
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EP2612478A4 (en) | 2017-12-20 |
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CN103081425B (en) | 2016-08-03 |
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