WO2013075320A1 - Space division multiplexing receiver and air interface signal processing method - Google Patents

Space division multiplexing receiver and air interface signal processing method Download PDF

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Publication number
WO2013075320A1
WO2013075320A1 PCT/CN2011/082902 CN2011082902W WO2013075320A1 WO 2013075320 A1 WO2013075320 A1 WO 2013075320A1 CN 2011082902 W CN2011082902 W CN 2011082902W WO 2013075320 A1 WO2013075320 A1 WO 2013075320A1
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module
decision
threshold
subframe
mmse
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PCT/CN2011/082902
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French (fr)
Chinese (zh)
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龚明
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中兴通讯股份有限公司
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Priority to PCT/CN2011/082902 priority Critical patent/WO2013075320A1/en
Publication of WO2013075320A1 publication Critical patent/WO2013075320A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/03Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
    • H04L25/03891Spatial equalizers
    • H04L25/03961Spatial equalizers design criteria
    • H04L25/03968Spatial equalizers design criteria mean-square error [MSE]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/03Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
    • H04L25/03006Arrangements for removing intersymbol interference
    • H04L25/03178Arrangements involving sequence estimation techniques
    • H04L25/03203Trellis search techniques
    • H04L25/03242Methods involving sphere decoding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/03Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
    • H04L25/03006Arrangements for removing intersymbol interference
    • H04L2025/0335Arrangements for removing intersymbol interference characterised by the type of transmission
    • H04L2025/03375Passband transmission
    • H04L2025/03414Multicarrier
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00Baseband systems
    • H04L25/02Details ; arrangements for supplying electrical power along data transmission lines
    • H04L25/03Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
    • H04L25/03006Arrangements for removing intersymbol interference
    • H04L2025/03592Adaptation methods
    • H04L2025/03726Switching between algorithms

Definitions

  • the present invention relates to wireless communication technologies, and in particular, to a space division multiplexing receiver and an air interface signal processing method. Background technique
  • the system in order to improve system throughput and improve link reliability, the system introduces multiple multi-antenna technologies, such as space-frequency coding and space division multiplexing, as well as multi-users similar to space division multiple access.
  • multi-antenna technologies such as space-frequency coding and space division multiplexing, as well as multi-users similar to space division multiple access.
  • the space division multiplexing technology enables spatial multiplexing of time-frequency resources in a cell, that is, each time-frequency resource block, multiple codewords are simultaneously transmitted on multiple antennas, and the receiver is also equipped with multiple The antenna is processed by Multiple Input Multiple Output (MIMO) technology to recover information of multiple codewords.
  • MIMO Multiple Input Multiple Output
  • the space division multiplexing technology helps the system to achieve a significant increase in capacity and becomes a mandatory technology for LTE.
  • the User Equipment (UE) must support the reception of the space division multiplexing mode.
  • the structures of the general-purpose space division multiplex transmitter and the space division multiplex receiver are shown in Fig. 1 and Fig. 2, respectively.
  • Fig. 1 and Fig. 2 In the middle of the transceiver is a MIMO channel, which can be modeled by matrix H.
  • H matrix
  • N transmit antennas M receive antennas
  • the channel is a frequency flat fading channel.
  • the received signal model is:
  • y is the reception vector of ⁇ ⁇ 1
  • s is the transmission signal vector of ⁇ ⁇ 1
  • the average power is 1.0
  • n is the reception noise vector of ⁇ ⁇ 1
  • the noise power of each dimension is N.
  • H c is the channel transmission matrix of NM.
  • a linear method can be used to solve the above problem.
  • a more practical one is the Minimum Mean Square Error Error (MMSE) method.
  • MMSE Minimum Mean Square Error Error
  • the pick-up adopts the structure of the line '1' raw equalizer.
  • the linear equalizer not only considers the space.
  • the suppression of each channel interference also takes into account the improvement of the useful signal, while suppressing the noise level as much as possible.
  • the equalizer model is:
  • the linear equalization matrix is ⁇ + /)- 1 ⁇
  • H is a channel transmission matrix estimation value, which may also be referred to as a channel estimation value, and is provided by a channel estimation module.
  • the two channels of parallel data can be processed independently.
  • the UE can also adopt a nonlinear method such as sphere decoding.
  • the receiver using the sphere decoding method is actually a simplified form of the maximum likelihood receiver.
  • Sphere decoding is limited by a variety of criteria to solve the problem of solving the European minimum distance in a subspace. The process is generally complicated. For a 2 x 2 system, the process is relatively simplified.
  • the sphere decoding method enumerates the possible combinations of transmitted signals and searches for the group that best matches the received signal, namely:
  • the above process will perform traversal search on the signal constellation space of s Q and Si.
  • the preferred result of this method is the same as the maximum likelihood method, and the performance is good.
  • the throughput rate is 5 ⁇ 50% higher than the MMSE method.
  • the method is highly complex.
  • QR decomposition is required, and the signal constellation is also traversed.
  • Si is searched 64 times for s. It is also necessary to perform multiple searches. If the spherical method needs to output soft bits, the complexity will increase several times.
  • the experimental analysis shows that the power consumption of the sphere decoding reception can reach 10 times of the MMSE receiving power consumption.
  • the MMSE receiver and the sphere decoding receiver are both optional when designing the LTE space division multiplexing receiver, the performance (error rate) of the MMSE receiver is inferior to the sphere decoding receiver in terms of performance.
  • the sphere decoding receiver can obtain higher throughput rate; in terms of complexity, the sphere decoding receiver is much more complicated, and the UE generates a lot of power when it works. It has not been proposed yet to have both high receiver performance and low complexity. Summary of the invention
  • the main object of the present invention is to provide a space division multiplexing receiver and an air interface signal processing method, which have higher receiver performance and lower complexity.
  • a space division multiplexing receiver the LTE space division multiplexing receiver includes: a control decision module, a minimum mean square error estimation MMSE module, a sphere decoding module, and a decoding module; wherein the control decision module is configured to perform control decision, and the MMSE module or the sphere decoding module processes the received signal, and notifies the corresponding Module
  • the MMSE module is configured to process the received signal after receiving the processing notification of the control decision module;
  • the ball decoding module is configured to process the received signal after receiving the processing notification of the control decision module;
  • the decoding module is configured to decode data processed by the MMSE module or the sphere decoding module.
  • the LTE spatial division multiplexing receiver further includes a front end module and a channel estimation module; wherein the front end module is configured to receive an air interface signal, and process the air interface signal to obtain a frequency domain signal, for the MMSE module or the sphere translation Code module for processing;
  • the channel estimation module is configured to extract a reference symbol in the frequency domain signal, perform channel estimation, and obtain a channel estimation value H(i, j) on each subcarrier, where the control decision module performs a decision, where
  • the control decision module performs control
  • the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
  • the E(i, j) is greater than the first threshold or the second threshold is further reduced to A(i,j) > w x
  • the fourth threshold is greater than 1, when F(i, j) > tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding
  • the module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
  • the fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > ⁇ ⁇ G(i, j) or G(i, j > o ⁇ F(i,j) number of subcarriers M,;
  • M, /N, ⁇ v the decision is to use the MMSE module to receive all subcarrier data of the sub-frame; otherwise, the decision is spherical translation
  • the code module receives all of the subcarrier data for the subframe.
  • control decision module performs the control decision as:
  • G(i, j) > fx F(i,j), or E(i, j) is less than the eighth threshold, and the decision is to use the spherical decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise The decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol, or
  • the ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ⁇ ⁇ G(i,j ) , or G(i, j) > ⁇ ⁇ F(i,j), or E(i,j) is less than the first threshold number of subcarriers M"; when M, VN" ⁇ v, the decision is to use the MMSE module for all subcarriers of the subframe The data is received. Otherwise, the decision uses the sphere decoding module to receive all subcarrier data of the subframe.
  • the control decision module performs a control decision as: extracting a portion of the E (i, j) pair to control.
  • the control decision module is further configured to adjust the threshold according to actual conditions.
  • the decision information of the subframe is used for the reception method selection of the subframe, and/or the reception method of the subframe after the subframe is selected.
  • An air interface signal processing method includes:
  • Control decision is made, and the frequency domain signal of the air interface signal is processed by the MMSE method or the sphere decoding method;
  • the received frequency domain signal is processed according to the MMSE mode or the sphere decoding mode;
  • the data processed in accordance with the MMSE mode or the sphere decoding mode is decoded.
  • the method further includes:
  • H(i,j) , which is 2 x 2 on the i-th subcarrier of the jth OFDM symbol
  • control decision is made according to the H(i, j). , the control decision is as follows:
  • the block receives the i-th subcarrier of the jth OFDM symbol; or
  • the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
  • the E(i, j) is greater than the first threshold or the second threshold is further simplified to A(i,j) > wx
  • the fourth threshold is greater than 1, when F(i, j)>tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding
  • the module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
  • the fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > ⁇ G(i, j) or G(i, j) > ⁇ F(i,j) number of subcarriers M,;
  • M, /N, ⁇ v the decision uses the MMSE module to receive all subcarrier data of the subframe; otherwise, the decision uses a spherical decoding module All subcarrier data of the subframe is received.
  • a seventh threshold t, and an eighth threshold, t, >l when F(i, j) > t, XG(i,j), or G(i, j) > fx F(i,j), Or E(i, j) is smaller than the eighth threshold, and the decision is to use the ball decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision adopts the MMSE mode.
  • the block receives the i-th subcarrier of the jth OFDM symbol, or
  • the ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ⁇ ⁇ G(i,j ), or G(i, j) > ⁇ ⁇ F(i,j) , or E(i, j) is less than the first threshold number of subcarriers M"; when M, VN" ⁇ v, The decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
  • the control decision is made as follows: The extraction part E ( i, j ) pairs are subjected to control decisions.
  • the method further includes: adjusting the threshold according to actual conditions.
  • the decision information of the subframe is used for the reception method selection of the subframe, and/or the reception method of the subframe after the subframe is selected.
  • the control decision module determines that the received signal is processed by the MMSE module or the sphere decoding module, and notifies the corresponding module; the MMSE module and the sphere decoding module are used for receiving After the processing notification by the control decision module, the received signal is processed; the decoding module decodes the processed data of the MMSE module or the sphere decoding module.
  • signal reception can be performed by using the MMSE method or the sphere decoding method according to actual conditions, so that the complexity can be reduced while having high receiver performance.
  • 1 is a schematic structural diagram of a universal space division multiplexing transmitter
  • FIG. 2 is a schematic structural diagram of a universal space division multiplexing receiver
  • FIG. 3 is a schematic structural diagram of a space division multiplexing receiver according to an embodiment of the present invention.
  • FIG. 4 is a schematic structural diagram of another space division multiplexing receiver according to an embodiment of the present invention. detailed description
  • the basic idea of the present invention is: The decision of the control decision module is processed by the MMSE module or the sphere decoding module to process the received signal, and the corresponding module is notified; the MMSE module and the sphere decoding module, The method is configured to process the received signal after receiving the processing notification of the control decision module; and the decoding module decodes the processed data of the MMSE module or the sphere decoding module.
  • the present invention introduces a complexity adaptive spatial division multiplex receiver.
  • LTE has multi-user interference.
  • the UE can still use the MMSE receiver.
  • the MMSE will suppress the neighboring area interference or the user interference of the cell, and the MMSE equalization.
  • the UE only needs to perform demodulation and decoding of its own data according to the debug coding information obtained by the UE.
  • the sphere decoding method cannot be used because the receiver does not know how the interference data is modulated. Therefore, the MMSE receiver becomes an important option for the UE.
  • the UE can also introduce a spherical decoding receiver module, and under certain conditions, the receiving module can be activated to obtain better performance.
  • the performance difference between the performance of the MMSE receiver and the spherical decoding receiver is small. Ideally, the performance of the two is better. The difference is almost the same; when the spatial channel correlation is relatively large, the performance of the spherical decoding receiver is obviously better than that of the MMSE receiver.
  • the present invention will utilize this feature to optimize the UE receiver.
  • the adaptive receiver will simultaneously introduce the MMSE module and the sphere decoding module, and adaptively receive the appropriate receiving module according to the channel characteristics to receive the signal, in order to achieve the best reception performance and calculation. The purpose of power consumption is as low as possible.
  • the space division multiplexing receiver includes: a control decision module, a minimum mean square error estimation MMSE module, and a sphere decoding module. And a decoding module; wherein
  • the control decision module is configured to perform control decision, and the decision is processed by the MMSE module or the spherical decoding module to notify the corresponding module;
  • the MMSE module is configured to process the received signal after receiving the processing notification of the control decision module;
  • the ball decoding module is configured to process the received signal after receiving the processing notification of the control decision module;
  • the decoding module is configured to decode data processed by the MMSE module or the sphere decoding module.
  • the LTE spatial division multiplexing receiver further includes a front end module and a channel estimation module; wherein the front end module is configured to receive an air interface signal, and process the air interface signal to obtain a frequency domain signal, for the MMSE module or the sphere translation
  • the code module performs processing. Specifically, the front-end module receives the air interface signal, and after the RF front-end and digital front-end signal processing, the time domain signals are separated by symbols, the cyclic prefix is removed, and the frequency domain signal is obtained by performing FFT. ;
  • the control decision module will analyze the channel characteristics and calculate the normalized determinant value.
  • the control decision module can make control decisions:
  • a first threshold is set in advance, E(i, j) is greater than the first threshold, and the MMSE module is used to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is adopted.
  • the sphere decoding module receives the ith subcarrier of the jth OFDM symbol; or
  • Receiving method selection control according to a subframe: presetting a second threshold and a third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating a subcarrier that satisfies E (i, j ) greater than the second threshold Number M; when M/N is greater than the third threshold, the decision uses MMSE mode The block receives all subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all subcarrier data of the subframe.
  • both the MMSE module and the sphere decoding module need to use the channel estimation value H(i, j) estimated by the channel estimation module for the processing of the received signal.
  • the above simplification can also be performed in similar situations.
  • the above simplification greatly reduces the computational complexity and ensures that no additional computational load is introduced for the adaptive receiver.
  • Receiving method selection control according to subcarriers: setting a fourth threshold t, the fourth threshold being greater than 1, when F(i, j)>tx G(i,j) or G(i, j)>tx F(i , j), the decision uses the sphere decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
  • the receiving method selection control is performed according to the subframe: the fifth threshold value 0 and the sixth threshold value V are set in advance, and the number of all subcarriers in the i-th subframe is N, and the calculation statistic satisfies F(i,j)>oxG(i , j) or G(i,j)>oxF(i,j) number of subcarriers M;; when MVN, ⁇ v, the decision is to use the MMSE module to receive all subcarrier data of the subframe; otherwise, The decision uses a sphere decoding module to receive all of the subcarrier data for the subframe.
  • control decision module performs the control decision as:
  • Receiving method selection control according to subcarriers: setting a seventh threshold t and an eighth threshold in advance, t,>l, when F(i, j) > t, x G(i,j) , or G(i,j)> t, xF(i,j), or E(i,j) is less than
  • the eighth threshold the decision is to use the ball decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol, or
  • Receiving method selection control preset a ninth threshold o, a tenth threshold V, and an eleventh threshold, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistics satisfy F(i, j) > ⁇ ⁇ G(i,j) , or G(i,j)>oxF(i,j) , or E(i,j) is less than the first threshold number of subcarriers M"; when M" When /N" ⁇ v', the decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
  • the UE may also extract part E (i, j) to analyze the channel space feature, and use the set threshold decision to use an appropriate receiver module.
  • the control decision module may perform the control decision: E (i, j) pairs make control decisions.
  • the threshold can be optimized in engineering practice.
  • the control decision module can also be used to adjust the threshold according to actual conditions.
  • the decision information of the subframe is used for the receiving method selection of the subframe, and/or the receiving method of the subframe after the subframe is selected, for example, the decision information using the subframe n can be used for the receiving method of the subframe.
  • the selection can also be used for the method selection of the subsequent sub-frame n+m.
  • the invention also correspondingly proposes an air interface signal processing method, the method comprising: performing a control decision, and determining, by the MMSE method or the sphere decoding method, the frequency domain signal of the air interface signal;
  • the received frequency domain signal is processed according to the MMSE mode or the sphere decoding mode;
  • the data processed in accordance with the MMSE mode or the sphere decoding mode is decoded.
  • the method further includes: Receiving an air interface signal, and processing the air interface signal to obtain a frequency domain signal; extracting reference symbols in the frequency domain signal, performing channel estimation, and obtaining channel estimation values H(i, j) on each subcarrier, where ,
  • the controlling decision is: selecting, according to the H(i, j), the controlling decision
  • the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
  • the fourth threshold is greater than 1, when F(i, j)>tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding
  • the module performs the ith subcarrier of the jth OFDM symbol Receiving; otherwise, the decision uses the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
  • the fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > ⁇ G(i, j) or G(i, j) > ⁇ F(i,j) number of subcarriers M,;
  • M, /N, ⁇ v the decision uses the MMSE module to receive all subcarrier data of the subframe; otherwise, the decision uses a spherical decoding module All subcarrier data of the subframe is received.
  • a seventh threshold t is set in advance, and an eighth threshold, t, >l, when F(i, j) > t, XG(i,j), or G(i, j) > fx F(i,j), or E(i, j) is less than the eighth threshold, the decision is to use the spherical decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is MMSE The module receives the i-th subcarrier of the jth OFDM symbol, or
  • the ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ⁇ G(i, j) , or G(i, j) > ⁇ F(i,j), or E(i,j) is less than the number of subcarriers of the first threshold M"; when M, VN" ⁇ v, the decision is adopted
  • the MMSE module receives all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
  • the performing the control decision is: extracting a part of the E (i, j) pair to make a control decision.
  • the method further includes: adjusting the threshold according to actual conditions.
  • the decision information of the subframe is used for the receiving method selection of the subframe, and/or the receiving method of the subframe after the subframe is selected.
  • the present invention may further provide a gating module (as shown in FIG. 4) to control the MMSE module, the sphere decoding module, and the decoding module.
  • a gating module (as shown in FIG. 4) to control the MMSE module, the sphere decoding module, and the decoding module.
  • the control decision module Deciding to use the MMSE module then the gating module will close the ball decoding module, and the gating module will pass the result of the MMSE module to the following decoding module;
  • the policy module decides to use the sphere decoding module, then the strobe module will close the MMSE module, and the strobe module will pass the result of the sphere decoding module to the following decoding module; the decoding module collects the code block data for decoding.
  • the present invention adaptively selects the receiving algorithm for the spatial characteristics of the channel, achieving a good compromise between complexity and performance, that is, the performance is as good as possible, and the power consumption of the receiver is as small as possible.

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Abstract

Disclosed is a space division multiplexing receiver, comprising a control decision module, a Minimum Mean Square Error (MMSE) module, a sphere decoding module, and a decoding module. The control decision module decides that the MMSE module or the sphere decoding module processes a received signal and notifies the corresponding module. The MMSE module and the sphere decoding module are configured to process the received signal after receiving a processing notification of the control decision module. The decoding module decodes data processed by the MMSE module or the sphere decoding module. Further disclosed is an air interface signal processing method. By means of the present invention, a signal can be received in an MMSE manner or a sphere decoding manner according to an actual condition, thereby having higher receiver performance and reducing the complexity.

Description

一种空分复用接收机及空口信号处理方法 技术领域  Space division multiplexing receiver and air interface signal processing method
本发明涉及无线通信技术, 尤其涉及一种空分复用接收机及空口信号 处理方法。 背景技术  The present invention relates to wireless communication technologies, and in particular, to a space division multiplexing receiver and an air interface signal processing method. Background technique
在 LTE通信系统中, 为了提高系统的吞吐量、 改善链路可靠性, 系统 引入了多种多天线技术, 比如空频编码和空分复用, 还有类似于空分多址 的多用户多天线技术。  In the LTE communication system, in order to improve system throughput and improve link reliability, the system introduces multiple multi-antenna technologies, such as space-frequency coding and space division multiplexing, as well as multi-users similar to space division multiple access. Antenna technology.
对于系统下行而言, 空分复用技术使得小区内的时频资源得以在空间 复用, 即每个时频资源块上, 多个码字同时在多天线上发送, 而接收机也 配备多天线, 通过多输入多输出 (MIMO )技术处理, 恢复得到多个码字的 信息。 空分复用技术帮助系统实现容量的大幅提高, 成为 LTE的必选技术。 用户设备 ( UE ) 必须支持空分复用模式的接收。  For system downlink, the space division multiplexing technology enables spatial multiplexing of time-frequency resources in a cell, that is, each time-frequency resource block, multiple codewords are simultaneously transmitted on multiple antennas, and the receiver is also equipped with multiple The antenna is processed by Multiple Input Multiple Output (MIMO) technology to recover information of multiple codewords. The space division multiplexing technology helps the system to achieve a significant increase in capacity and becomes a mandatory technology for LTE. The User Equipment (UE) must support the reception of the space division multiplexing mode.
通用的空分复用发射机和空分复用接收机的结构分别如图 1和图 2所 示。收发机中间是 MIMO信道,可以用矩阵 H建模。假设有 N个发送天线, M个接收天线, 信道为频率平坦衰落信道, 接收信号模型为:  The structures of the general-purpose space division multiplex transmitter and the space division multiplex receiver are shown in Fig. 1 and Fig. 2, respectively. In the middle of the transceiver is a MIMO channel, which can be modeled by matrix H. Suppose there are N transmit antennas, M receive antennas, and the channel is a frequency flat fading channel. The received signal model is:
r - Hcs + n r - H c s + n
其中, y是 Ν χ 1的接收矢量, s是 Μ χ 1的发送信号矢量, 其平均功 率为 1.0, n是 Ν χ 1的接收噪声矢量, 每一维的噪声功率为 N。, Hc为 N M的信道传输矩阵。对于普通的 LTE而言,需要支持下行 100Mbps接收, 支持 2 x 2天线配置, 空间复用数为 2, 有两个码字同时传输, M=N=2时, 接收信号模型为:
Figure imgf000004_0001
Where y is the reception vector of Ν χ 1, s is the transmission signal vector of Μ χ 1, the average power is 1.0, n is the reception noise vector of Ν χ 1, and the noise power of each dimension is N. , H c is the channel transmission matrix of NM. For normal LTE, it needs to support downlink 100Mbps reception, support 2 x 2 antenna configuration, spatial multiplexing number is 2, and two codewords are transmitted simultaneously. When M=N=2, the received signal model is:
Figure imgf000004_0001
求解上述问题可以采用线性方法, 比较实用的一种是最小均方误差估 计 ( Minimum MeanSquare Error, MMSE )方法, 这种接 机采用线' 1"生均衡 器的结构, 线性均衡器不仅考虑到空间中各个信道干扰的抑制, 也考虑到 对有用信号的提升, 同时将噪声水平尽量抑制, 均衡器模型为:  A linear method can be used to solve the above problem. A more practical one is the Minimum Mean Square Error Error (MMSE) method. The pick-up adopts the structure of the line '1' raw equalizer. The linear equalizer not only considers the space. The suppression of each channel interference also takes into account the improvement of the useful signal, while suppressing the noise level as much as possible. The equalizer model is:
XMMSE― GMMSEy X MMSE- G MMSE y
其中,线性均衡矩阵为^皿^^^ + /)-1^^ , H为信道传输矩阵估计 值, 也可以称为信道估计值, 由信道估计模块提供。 Wherein, the linear equalization matrix is ^^^^ + /)- 1 ^^ , where H is a channel transmission matrix estimation value, which may also be referred to as a channel estimation value, and is provided by a channel estimation module.
上述接收机在进行均衡后, 对并行的两路数据可以进行独立处理。 为了提高空分复用接收机的性能, UE也可以采用球形译码等非线性方 法, 采用球形译码方法的接收机实际是最大似然接收机的一种简化形式。 球形译码通过各种准则将求解欧式最小距离的工作局限在一个子空间内完 成, 其过程一般比较复杂, 对于 2 x 2的系统, 过程相对简化。  After the equalization is performed, the two channels of parallel data can be processed independently. In order to improve the performance of the space division multiplexing receiver, the UE can also adopt a nonlinear method such as sphere decoding. The receiver using the sphere decoding method is actually a simplified form of the maximum likelihood receiver. Sphere decoding is limited by a variety of criteria to solve the problem of solving the European minimum distance in a subspace. The process is generally complicated. For a 2 x 2 system, the process is relatively simplified.
对 H矩阵(信道估计值 H由信道估计模块提供)进行 QR分解, 得到  QR decomposition of the H matrix (channel estimate H is provided by the channel estimation module)
Figure imgf000004_0002
Figure imgf000004_0002
( 1 ) 式两边乘以 Q的共轭, 得到  (1) Multiply both sides by the conjugate of Q to get
Figure imgf000004_0003
对于(2 )式, 球形译码方法将对可能的发射信号组合进行枚举, 搜 索到与接收信号最为匹配的一组, 即:
Figure imgf000004_0003
For equation (2), the sphere decoding method enumerates the possible combinations of transmitted signals and searches for the group that best matches the received signal, namely:
= arg minllzj - RnSl
Figure imgf000005_0001
- ?00 - 2} ( 3 ) 其中, CM为 80和 81的星座集合。 上述(2 ) 式经过了 QR分解, 使得 ( 3 )式中总的欧式距离分为两个和项, 第 1项仅与 Si有关, 球形译码方法 可以先枚举 Sl, 对于确定的 Sl , 可以快速搜索到合适的 s。使得第 2项最小; 遍历所有的 Si , 最终就可以找到最佳的组合, 即 (3 ) 中^),^。
= arg minllzj - R nSl
Figure imgf000005_0001
- ? 00 - 2 } ( 3 ) where C M is a constellation set of 80 and 81 . The above formula (2) undergoes QR decomposition, so that the total Euclidean distance in (3) is divided into two sum terms, the first term is only related to Si, and the spherical decoding method can enumerate Sl first, for the determined Sl , You can quickly search for the right s. Make the second item the smallest; traverse all the Si, and finally you can find the best combination, namely (3) in ^), ^.
上述过程将对 sQ , Si的信号星座空间进行遍历搜索,该方法的优选结果 与最大似然方法相同, 性能较好, 在一些信道环境下, 其吞吐率比 MMSE 方法高出 5~50%。 但是该方法复杂度较高, 对于每个 MIMO问题, 需要进 行 QR分解, 还要对信号星座进行遍历, 比如对于 64QAM的调试方式下, 对 Si就要搜索 64次,对于 s。也要进行多次搜索, 如果球形方法需要输出软 比特, 复杂度还会提高若干倍, 有关实验分析表明球形译码接收的功耗开 销可以达到 MMSE接收功耗的 10倍。 The above process will perform traversal search on the signal constellation space of s Q and Si. The preferred result of this method is the same as the maximum likelihood method, and the performance is good. In some channel environments, the throughput rate is 5~50% higher than the MMSE method. . However, the method is highly complex. For each MIMO problem, QR decomposition is required, and the signal constellation is also traversed. For example, in the 64QAM debugging mode, Si is searched 64 times for s. It is also necessary to perform multiple searches. If the spherical method needs to output soft bits, the complexity will increase several times. The experimental analysis shows that the power consumption of the sphere decoding reception can reach 10 times of the MMSE receiving power consumption.
可以看出, 虽然在设计 LTE空分复用接收机时, MMSE接收机和球形 译码接收机都是可选项, 但是, 在性能方面, MMSE接收机性能(错误率) 不及球形译码接收机, 对应的, 球形译码接收机可以获得更高的吞吐率; 在复杂度方面, 球形译码接收机则复杂得多, UE工作时产生大量功耗。 目 前尚未提出既具有较高接收机性能, 且复杂度较低。 发明内容  It can be seen that although the MMSE receiver and the sphere decoding receiver are both optional when designing the LTE space division multiplexing receiver, the performance (error rate) of the MMSE receiver is inferior to the sphere decoding receiver in terms of performance. Correspondingly, the sphere decoding receiver can obtain higher throughput rate; in terms of complexity, the sphere decoding receiver is much more complicated, and the UE generates a lot of power when it works. It has not been proposed yet to have both high receiver performance and low complexity. Summary of the invention
有鉴于此, 本发明的主要目的在于提供一种空分复用接收机及空口信 号处理方法, 具备较高的接收机性能, 且复杂度较低。  In view of this, the main object of the present invention is to provide a space division multiplexing receiver and an air interface signal processing method, which have higher receiver performance and lower complexity.
为达到上述目的, 本发明的技术方案是这样实现的:  In order to achieve the above object, the technical solution of the present invention is achieved as follows:
一种空分复用接收机, 该 LTE空分复用接收机包括: 控制决策模块、 最小均方误差估计 MMSE模块、 球形译码模块和译码模块; 其中, 所述控制决策模块, 用于进行控制决策, 决策由 MMSE模块或球形译 码模块对接收信号进行处理, 并通知相应的模块; A space division multiplexing receiver, the LTE space division multiplexing receiver includes: a control decision module, a minimum mean square error estimation MMSE module, a sphere decoding module, and a decoding module; wherein the control decision module is configured to perform control decision, and the MMSE module or the sphere decoding module processes the received signal, and notifies the corresponding Module
所述 MMSE模块, 用于在收到控制决策模块的处理通知后, 对接收信 号进行处理;  The MMSE module is configured to process the received signal after receiving the processing notification of the control decision module;
所述球形译码模块, 用于在收到控制决策模块的处理通知后, 对接收 信号进行处理;  The ball decoding module is configured to process the received signal after receiving the processing notification of the control decision module;
所述译码模块, 用于对 MMSE模块或球形译码模块处理后的数据进行 译码。  The decoding module is configured to decode data processed by the MMSE module or the sphere decoding module.
该 LTE空分复用接收机还包括前端模块和信道估计模块; 其中, 所述前端模块, 用于接收空口信号, 并对所述空口信号进行处理, 获 取频域信号, 供 MMSE模块或球形译码模块进行处理;  The LTE spatial division multiplexing receiver further includes a front end module and a channel estimation module; wherein the front end module is configured to receive an air interface signal, and process the air interface signal to obtain a frequency domain signal, for the MMSE module or the sphere translation Code module for processing;
所述信道估计模块, 用于抽取所述频域信号中的参考符号, 进行信道 估计, 得到各个子载波上的信道估计值 H(i, j) , 供控制决策模块进行决策, 其中,  The channel estimation module is configured to extract a reference symbol in the frequency domain signal, perform channel estimation, and obtain a channel estimation value H(i, j) on each subcarrier, where the control decision module performs a decision, where
H(i,j) = ' 是第 j个 OFDM符号的第 i个子载波上的 2 x 2H(i,j) = ' is 2 x 2 on the i-th subcarrier of the jth OFDM symbol
Figure imgf000006_0001
Figure imgf000006_0001
信道系数矩 。 , 所述控制决策模块进行控制
Figure imgf000006_0002
Channel coefficient moment. The control decision module performs control
Figure imgf000006_0002
决策为: The decision is:
预先设置第一阈值, E(i, j) 大于所述第一阈值, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收;否则, 决策采用球形译码模 块对第 j个 OFDM符号的第 i个子载波进行接收; 或者,  Determining a first threshold, E(i, j) is greater than the first threshold, and determining to receive the ith subcarrier of the jth OFDM symbol by using an MMSE module; otherwise, the decision is to use a spherical decoding module for the jth OFDM The ith subcarrier of the symbol is received; or,
预先设置第二阈值和第三阈值, 假设第 i个子帧内所有子载波数为 N, 计算统计满足 E ( i, j ) 大于所述第二阈值的子载波个数 M; 当 M/N 大于 所述第三阈值时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。 Presetting the second threshold and the third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating the number of subcarriers M that satisfy E(i, j) is greater than the second threshold; when M/N is greater than When the third threshold is used, the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
所述 E(i, j) 大于所述第一阈值或第二阈值进一步简化为 A(i,j) > w x The E(i, j) is greater than the first threshold or the second threshold is further reduced to A(i,j) > w x
B(i,j)c , B(i,j)c,
B(i, j) = , B(i, j) = ,
C (j, j) =C (j, j) =
Figure imgf000007_0001
Figure imgf000007_0001
F{i, j) =| a(i, j) I2 + 1 b(i, j) I2 , G(i, j) =| c(i, j) |2 + 1 d(i, j) |2 , 所述控制决策模块 进行控制决策为: F{i, j) =| a(i, j) I 2 + 1 b(i, j) I 2 , G(i, j) =| c(i, j) | 2 + 1 d(i, j 2 ) The control decision module performs control decisions as:
设置第四阈值 t,所述第四阈值大于 1 ,当 F(i, j) > t x G(i,j) 或者 G(i, j) > t x F(i,j), 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收; 或者,  Setting a fourth threshold t, the fourth threshold is greater than 1, when F(i, j) > tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding The module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
预先设置第五阈值 0和第六阈值 V, 假设第 i个子帧内所有子载波数为 N,,计算统计满足 F(i, j) > ο χ G(i,j) 或者 G(i, j) > o χ F(i,j)的子载波个数 M,; 当 M,/N, < v时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。
Figure imgf000007_0002
The fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > ο χ G(i, j) or G(i, j > o χ F(i,j) number of subcarriers M,; When M, /N, < v, the decision is to use the MMSE module to receive all subcarrier data of the sub-frame; otherwise, the decision is spherical translation The code module receives all of the subcarrier data for the subframe.
Figure imgf000007_0002
G(i, j) =| c(i, j) I2 + 1 d(i, j) I2 , 所述控制决策模块进行控制决策为: G(i, j) =| c(i, j) I 2 + 1 d(i, j) I 2 , the control decision module performs the control decision as:
预先设置第七阈值 t,和第八阈值, t,>l , 当 F(i, j) > t, X G(i,j) , 或者 Presetting a seventh threshold t, and an eighth threshold, t, >l, when F(i, j) > t, X G(i,j) , or
G(i, j) > f x F(i,j), 或者 E(i, j) 小于所述第八阈值, 决策采用球形译码模块 对第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模 块对第 j个 OFDM符号的第 i个子载波进行接收, 或者, G(i, j) > fx F(i,j), or E(i, j) is less than the eighth threshold, and the decision is to use the spherical decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise The decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol, or
预先设置第九阈值 o,、 第十阈值 V,和第十一阈值, 假设第 i个子帧内 所有子载波数为 N" , 计算统计满足 F(i, j) > ο χ G(i,j) , 或者 G(i, j) > ο χ F(i,j) , 或者 E(i, j)小于所述第一阈值的子载波个数 M"; 当 M,VN" < v,时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接收, 否则, 决策采 用球形译码模块对该子帧的全部子载波数据进行接收。 The ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ο χ G(i,j ) , or G(i, j) > ο χ F(i,j), or E(i,j) is less than the first threshold number of subcarriers M"; when M, VN"< v, the decision is to use the MMSE module for all subcarriers of the subframe The data is received. Otherwise, the decision uses the sphere decoding module to receive all subcarrier data of the subframe.
所述控制决策模块进行控制决策为: 抽取部分 E ( i, j )对进行控制决 來。  The control decision module performs a control decision as: extracting a portion of the E (i, j) pair to control.
所述控制决策模块, 还用于根据实际情况调整所述阈值。  The control decision module is further configured to adjust the threshold according to actual conditions.
子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述子帧之后 的子帧的接收方法选择。  The decision information of the subframe is used for the reception method selection of the subframe, and/or the reception method of the subframe after the subframe is selected.
一种空口信号处理方法, 包括:  An air interface signal processing method includes:
进行控制决策, 决策由 MMSE方式或球形译码方式对空口信号的频域 信号进行处理;  Control decision is made, and the frequency domain signal of the air interface signal is processed by the MMSE method or the sphere decoding method;
根据决策结果, 对接收的频域信号按照 MMSE模式或球形译码模式进 行处理;  According to the decision result, the received frequency domain signal is processed according to the MMSE mode or the sphere decoding mode;
对所述按照 MMSE模式或球形译码模式处理后的数据进行译码。  The data processed in accordance with the MMSE mode or the sphere decoding mode is decoded.
所述进行控制决策之前, 该方法还包括:  Before the controlling decision is made, the method further includes:
接收空口信号, 并对所述空口信号进行处理, 获取频域信号; 抽取所述频域信号中的参考符号, 进行信道估计, 得到各个子载波上 的信道估计值 H i, j), 其中,  Receiving an air interface signal, and processing the air interface signal to obtain a frequency domain signal; extracting reference symbols in the frequency domain signal, performing channel estimation, and obtaining channel estimation values H i, j) on each subcarrier, where
H(i,j) = , 是第 j个 OFDM符号的第 i个子载波上的 2 x 2H(i,j) = , which is 2 x 2 on the i-th subcarrier of the jth OFDM symbol
Figure imgf000008_0001
Figure imgf000008_0001
信道系数矩阵, Channel coefficient matrix,
所述进行控制决 为: 根据所述 H(i, j)进行决策。 , 所述进行控制决策为: The control is performed as follows: A decision is made according to the H(i, j). , the control decision is as follows:
Figure imgf000008_0002
Figure imgf000008_0002
预先设置第一阈值, E(i, j) 大于所述第一阈值, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收;否则, 决策采用球形译码模 块对第 j个 OFDM符号的第 i个子载波进行接收; 或者, Presetting a first threshold, E(i, j) is greater than the first threshold, and determining, by using an MMSE module, to receive an ith subcarrier of the jth OFDM symbol; otherwise, the decision uses a spherical decoding mode The block receives the i-th subcarrier of the jth OFDM symbol; or
预先设置第二阈值和第三阈值, 假设第 i个子帧内所有子载波数为 N, 计算统计满足 E (i, j) 大于所述第二阈值的子载波个数 M; 当 M/N 大于 所述第三阈值时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  Presetting the second threshold and the third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating the number of subcarriers M satisfying E (i, j) greater than the second threshold; when M/N is greater than When the third threshold is used, the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
所述 E(i, j) 大于所述第一阈值或第二阈值进一步简化为 A(i,j) > wx The E(i, j) is greater than the first threshold or the second threshold is further simplified to A(i,j) > wx
B(i,j)c , B(i,j)c,
B(i, j) = , C ( , j) =B(i, j) = , C ( , j) =
Figure imgf000009_0001
Figure imgf000009_0001
F{i,j) =| a(i,j) I2 + 1 b(i,j) I2 , G(i,j) =| c(i,j) |2 + 1 d(i,j) |2 , 所述进行控制决策 为: F{i,j) =| a(i,j) I 2 + 1 b(i,j) I 2 , G(i,j) =| c(i,j) | 2 + 1 d(i,j ) 2 , the control decision is as follows:
设置第四阈值 t,所述第四阈值大于 1 ,当 F(i, j)>tx G(i,j) 或者 G(i, j) > t x F(i,j), 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收; 或者,  Setting a fourth threshold t, the fourth threshold is greater than 1, when F(i, j)>tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding The module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
预先设置第五阈值 0和第六阈值 V, 假设第 i个子帧内所有子载波数为 N,,计算统计满足 F(i, j) >οχ G(i,j) 或者 G(i, j) >οχ F(i,j)的子载波个数 M,; 当 M,/N, < v时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  The fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > οχ G(i, j) or G(i, j) >οχ F(i,j) number of subcarriers M,; When M, /N, < v, the decision uses the MMSE module to receive all subcarrier data of the subframe; otherwise, the decision uses a spherical decoding module All subcarrier data of the subframe is received.
Ρ,. .、  Oh, . . ,
Ε ' ,
Figure imgf000009_0002
Ε ' ,
Figure imgf000009_0002
G(iJ) =| c(i,j) I2 + 1 d(i,j) I2 , 所述进行控制决策为: G(iJ) =| c(i,j) I 2 + 1 d(i,j) I 2 , the control decision is:
预先设置第七阈值 t,和第八阈值, t,>l, 当 F(i, j) > t, X G(i,j) , 或者 G(i, j) > f x F(i,j), 或者 E(i, j) 小于所述第八阈值, 决策采用球形译码模块 对第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模 块对第 j个 OFDM符号的第 i个子载波进行接收, 或者, Setting a seventh threshold t, and an eighth threshold, t, >l, when F(i, j) > t, XG(i,j), or G(i, j) > fx F(i,j), Or E(i, j) is smaller than the eighth threshold, and the decision is to use the ball decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision adopts the MMSE mode. The block receives the i-th subcarrier of the jth OFDM symbol, or
预先设置第九阈值 o,、 第十阈值 V,和第十一阈值, 假设第 i个子帧内 所有子载波数为 N" , 计算统计满足 F(i, j) > ο χ G(i,j) , 或者 G(i, j) > ο χ F(i,j) , 或者 E(i, j)小于所述第一阈值的子载波个数 M"; 当 M,VN" < v,时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接收, 否则, 决策采 用球形译码模块对该子帧的全部子载波数据进行接收。  The ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ο χ G(i,j ), or G(i, j) > ο χ F(i,j) , or E(i, j) is less than the first threshold number of subcarriers M"; when M, VN" < v, The decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
所述进行控制决策为: 抽取部分 E ( i, j )对进行控制决策。  The control decision is made as follows: The extraction part E ( i, j ) pairs are subjected to control decisions.
该方法还包括: 根据实际情况调整所述阈值。  The method further includes: adjusting the threshold according to actual conditions.
子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述子帧之后 的子帧的接收方法选择。  The decision information of the subframe is used for the reception method selection of the subframe, and/or the reception method of the subframe after the subframe is selected.
本发明空分复用接收机及空口信号处理方法, 控制决策模块决策由 MMSE模块或球形译码模块对接收信号进行处理, 并通知相应的模块; MMSE模块及球形译码模块, 用于在收到控制决策模块的处理通知后, 对 接收信号进行处理; 译码模块对 MMSE模块或球形译码模块处理后的数据 进行译码。 通过本发明, 可以根据实际情况采用 MMSE方式或球形译码方 式进行信号接收, 从而能够在具备较高的接收机性能的同时, 降低复杂度。 附图说明  The space division multiplexing receiver and the air interface signal processing method of the present invention, the control decision module determines that the received signal is processed by the MMSE module or the sphere decoding module, and notifies the corresponding module; the MMSE module and the sphere decoding module are used for receiving After the processing notification by the control decision module, the received signal is processed; the decoding module decodes the processed data of the MMSE module or the sphere decoding module. According to the present invention, signal reception can be performed by using the MMSE method or the sphere decoding method according to actual conditions, so that the complexity can be reduced while having high receiver performance. DRAWINGS
图 1为通用空分复用发射机结构示意图;  1 is a schematic structural diagram of a universal space division multiplexing transmitter;
图 2为通用空分复用接收机结构示意图;  2 is a schematic structural diagram of a universal space division multiplexing receiver;
图 3为本发明实施例一种空分复用接收机的结构示意图;  3 is a schematic structural diagram of a space division multiplexing receiver according to an embodiment of the present invention;
图 4为本发明实施例另一种空分复用接收机的结构示意图。 具体实施方式  FIG. 4 is a schematic structural diagram of another space division multiplexing receiver according to an embodiment of the present invention. detailed description
本发明的基本思想是: 控制决策模块决策由 MMSE模块或球形译码模 块对接收信号进行处理,并通知相应的模块; MMSE模块及球形译码模块, 用于在收到控制决策模块的处理通知后, 对接收信号进行处理; 译码模块 对 MMSE模块或球形译码模块处理后的数据进行译码。 The basic idea of the present invention is: The decision of the control decision module is processed by the MMSE module or the sphere decoding module to process the received signal, and the corresponding module is notified; the MMSE module and the sphere decoding module, The method is configured to process the received signal after receiving the processing notification of the control decision module; and the decoding module decodes the processed data of the MMSE module or the sphere decoding module.
为了在性能和复杂度之间得到适当的折中, 本发明引入一种复杂度自 适应的空分复用接收机。 一般的, 由于 LTE存在多用户干扰, 有的时候尽 管只有一个数据流给 UE,但是 UE依然可以采用 MMSE接收机,此时 MMSE 将起到抑制邻区干扰或者本小区用户干扰的目的, MMSE均衡之后, UE只 需要根据其获得的调试编码信息进行自身数据的解调解码即可。 在此种场 景下, 球形译码方法无法使用, 因为接收机不知道干扰数据的调制方式。 所以 MMSE接收机成为 UE的重要选项。 为了进一步提升解调性能, UE 同时还可以引入球形译码接收机模块, 在确定的条件下, 可以激活该接收 模块, 获得较好的性能。  In order to obtain a suitable compromise between performance and complexity, the present invention introduces a complexity adaptive spatial division multiplex receiver. Generally, LTE has multi-user interference. Sometimes, although there is only one data stream to the UE, the UE can still use the MMSE receiver. At this time, the MMSE will suppress the neighboring area interference or the user interference of the cell, and the MMSE equalization. After that, the UE only needs to perform demodulation and decoding of its own data according to the debug coding information obtained by the UE. In this scenario, the sphere decoding method cannot be used because the receiver does not know how the interference data is modulated. Therefore, the MMSE receiver becomes an important option for the UE. In order to further improve the demodulation performance, the UE can also introduce a spherical decoding receiver module, and under certain conditions, the receiving module can be activated to obtain better performance.
经过不同信道模型下链路仿真分析发现, 在信道空间相关性较小 (或 者不相关) 的时候, MMSE接收机的性能与球形译码接收机的性能差距较 小, 理想情况下, 两者性能相差无几; 而在空间信道相关度比较大的时候, 球形译码接收机的性能明显比 MMSE接收机好。 本发明将利用这个特点对 于 UE接收机进行优化, 自适应接收机将同时引入 MMSE模块和球形译码 模块, 根据信道特征自适应的激活适当接收模块进行信号接收, 以期达到 接收性能尽量好、 计算功耗尽量低的目的。  Through the link simulation analysis under different channel models, it is found that when the channel spatial correlation is small (or uncorrelated), the performance difference between the performance of the MMSE receiver and the spherical decoding receiver is small. Ideally, the performance of the two is better. The difference is almost the same; when the spatial channel correlation is relatively large, the performance of the spherical decoding receiver is obviously better than that of the MMSE receiver. The present invention will utilize this feature to optimize the UE receiver. The adaptive receiver will simultaneously introduce the MMSE module and the sphere decoding module, and adaptively receive the appropriate receiving module according to the channel characteristics to receive the signal, in order to achieve the best reception performance and calculation. The purpose of power consumption is as low as possible.
图 3为本发明实施例一种空分复用接收机的结构示意图, 如图 3所示, 该空分复用接收机包括: 控制决策模块、 最小均方误差估计 MMSE模块、 球形译码模块和译码模块; 其中,  3 is a schematic structural diagram of a space division multiplexing receiver according to an embodiment of the present invention. As shown in FIG. 3, the space division multiplexing receiver includes: a control decision module, a minimum mean square error estimation MMSE module, and a sphere decoding module. And a decoding module; wherein
所述控制决策模块, 用于进行控制决策, 决策由 MMSE模块或球形译 码模块对接收信号进行处理, 并通知相应的模块;  The control decision module is configured to perform control decision, and the decision is processed by the MMSE module or the spherical decoding module to notify the corresponding module;
所述 MMSE模块, 用于在收到控制决策模块的处理通知后, 对接收信 号进行处理; 所述球形译码模块, 用于在收到控制决策模块的处理通知后, 对接收 信号进行处理; The MMSE module is configured to process the received signal after receiving the processing notification of the control decision module; The ball decoding module is configured to process the received signal after receiving the processing notification of the control decision module;
所述译码模块, 用于对 MMSE模块或球形译码模块处理后的数据进行 译码。  The decoding module is configured to decode data processed by the MMSE module or the sphere decoding module.
该 LTE空分复用接收机还包括前端模块和信道估计模块; 其中, 所述前端模块, 用于接收空口信号, 并对所述空口信号进行处理, 获 取频域信号, 供 MMSE模块或球形译码模块进行处理, 具体的, 前端模块 接收空口信号, 经过射频前端、 数字前端信号处理, 将时域信号按符号进 行分隔, 去除循环前缀, 通过做 FFT得到频域信号。;  The LTE spatial division multiplexing receiver further includes a front end module and a channel estimation module; wherein the front end module is configured to receive an air interface signal, and process the air interface signal to obtain a frequency domain signal, for the MMSE module or the sphere translation The code module performs processing. Specifically, the front-end module receives the air interface signal, and after the RF front-end and digital front-end signal processing, the time domain signals are separated by symbols, the cyclic prefix is removed, and the frequency domain signal is obtained by performing FFT. ;
所述信道估计模块, 用于抽取所述频域信号中的参考符号, 进行信道 估计, 得到各个子载波上的信道估计值 H(i, j), 供控制决策模块进行决策, 其中, (i ) = , 是第 j个 OFDM符号的第 i个子载波上的 2 x 2
Figure imgf000012_0001
The channel estimation module is configured to extract reference symbols in the frequency domain signal, perform channel estimation, and obtain channel estimation values H(i, j) on each subcarrier, where the control decision module performs decision, wherein (i ) = , is 2 x 2 on the ith subcarrier of the jth OFDM symbol
Figure imgf000012_0001
信道系数矩阵。 Channel coefficient matrix.
控制决策模块将分析信道特征, 计算归一化的行列式值  The control decision module will analyze the channel characteristics and calculate the normalized determinant value.
E{i, , 该数值一般在(0,1 ) 区间, 所述
Figure imgf000012_0002
E{i , , the value is generally in the (0,1) interval,
Figure imgf000012_0002
控制决策模块进行控制决策可以为: The control decision module can make control decisions:
按照子载波进行接收方法选择控制:预先设置第一阈值, E(i, j) 大于所 述第一阈值, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收;否则, 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波 进行接收; 或者,  Receiving method selection control according to subcarriers: a first threshold is set in advance, E(i, j) is greater than the first threshold, and the MMSE module is used to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is adopted. The sphere decoding module receives the ith subcarrier of the jth OFDM symbol; or
按照子帧进行接收方法选择控制: 预先设置第二阈值和第三阈值, 假 设第 i个子帧内所有子载波数为 N, 计算统计满足 E ( i, j ) 大于所述第二 阈值的子载波个数 M; 当 M/N 大于所述第三阈值时, 决策采用 MMSE模 块对该子帧的全部子载波数据进行接收, 否则, 决策采用球形译码模块对 该子帧的全部子载波数据进行接收。 Receiving method selection control according to a subframe: presetting a second threshold and a third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating a subcarrier that satisfies E (i, j ) greater than the second threshold Number M; when M/N is greater than the third threshold, the decision uses MMSE mode The block receives all subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all subcarrier data of the subframe.
需要说明的是, MMSE模块和球形译码模块对接收信号的处理都需要 用到信道估计模块估计的信道估计值 H(i, j)。  It should be noted that both the MMSE module and the sphere decoding module need to use the channel estimation value H(i, j) estimated by the channel estimation module for the processing of the received signal.
作为简化的派生选项, 所述 E(i, j) 大于所述第一阈值或第二阈值可以 进一步简化为 A(i,j)>wx B(i,j)C(i,j), 其中, A(i,j) =
Figure imgf000013_0001
,
As a simplified derivative option, the E(i, j) being greater than the first threshold or the second threshold may be further reduced to A(i,j)>wx B(i,j)C(i,j), where , A(i,j) =
Figure imgf000013_0001
,
B(i, j) = + \c(i, ,
Figure imgf000013_0002
B(i, j) = + \c(i, ,
Figure imgf000013_0002
C(i, j) = max {\b(i, j% \d(i, + ^ {\b(i, j)\ + \d(i, , 需要说明的是, 本发明在其他 C(i, j) = max {\b(i, j% \d(i, + ^ {\b(i, j)\ + \d(i, , it should be noted that the invention is in other
O O  O O
类似情况下也可进行上述简化, 以上简化大幅降低了计算复杂度, 保证没 有为自适应接收机引入更多额外的计算量。 The above simplification can also be performed in similar situations. The above simplification greatly reduces the computational complexity and ensures that no additional computational load is introduced for the adaptive receiver.
F{i,j) =| a(i,j) I2 + 1 b(i,j) I2 , G(i,j) =| c(i,j) |2 + 1 d(i,j) |2 , 所述控制决策模块 进行控制决策可以为: F{i,j) =| a(i,j) I 2 + 1 b(i,j) I 2 , G(i,j) =| c(i,j) | 2 + 1 d(i,j 2 ) The control decision module performs the control decision:
按照子载波进行接收方法选择控制: 设置第四阈值 t, 所述第四阈值大 于 1 , 当 F(i, j)>tx G(i,j) 或者 G(i, j)>tx F(i,j), 决策采用球形译码模块对 第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收; 或者,  Receiving method selection control according to subcarriers: setting a fourth threshold t, the fourth threshold being greater than 1, when F(i, j)>tx G(i,j) or G(i, j)>tx F(i , j), the decision uses the sphere decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
按照子帧进行接收方法选择控制: 预先设置第五阈值 0和第六阈值 V, 4叚设第 i个子帧内所有子载波数为 N,,计算统计满足 F(i,j)>oxG(i,j) 或者 G(i,j)>oxF(i,j)的子载波个数 M,; 当 MVN,<v时, 决策采用 MMSE模块 对该子帧的全部子载波数据进行接收, 否则, 决策采用球形译码模块对该 子帧的全部子载波数据进行接收。
Figure imgf000013_0003
The receiving method selection control is performed according to the subframe: the fifth threshold value 0 and the sixth threshold value V are set in advance, and the number of all subcarriers in the i-th subframe is N, and the calculation statistic satisfies F(i,j)>oxG(i , j) or G(i,j)>oxF(i,j) number of subcarriers M;; when MVN, <v, the decision is to use the MMSE module to receive all subcarrier data of the subframe; otherwise, The decision uses a sphere decoding module to receive all of the subcarrier data for the subframe.
Figure imgf000013_0003
G(i,j) =| c(i,j) I2 + 1 d(i,j) I2 , 所述控制决策模块进行控制决策为: G(i,j) =| c(i,j) I 2 + 1 d(i,j) I 2 , the control decision module performs the control decision as:
按照子载波进行接收方法选择控制: 预先设置第七阈值 t,和第八阈值 , t,>l, 当 F(i, j) > t, x G(i,j) , 或者 G(i,j)> t,xF(i,j), 或者 E(i,j) 小于所述 第八阈值, 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收, 或者, Receiving method selection control according to subcarriers: setting a seventh threshold t and an eighth threshold in advance, t,>l, when F(i, j) > t, x G(i,j) , or G(i,j)> t, xF(i,j), or E(i,j) is less than The eighth threshold, the decision is to use the ball decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol, or
按照子帧进行接收方法选择控制: 预先设置第九阈值 o,、 第十阈值 V, 和第十一阈值,假设第 i个子帧内所有子载波数为 N",计算统计满足 F(i, j) > ο χ G(i,j) , 或者 G(i,j)>oxF(i,j) , 或者 E(i,j)小于所述第一阈值的子载波 个数 M"; 当 M"/N"<v '时, 决策采用 MMSE模块对该子帧的全部子载波 数据进行接收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据 进行接收。  Receiving method selection control according to the subframe: preset a ninth threshold o, a tenth threshold V, and an eleventh threshold, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistics satisfy F(i, j) > ο χ G(i,j) , or G(i,j)>oxF(i,j) , or E(i,j) is less than the first threshold number of subcarriers M"; when M" When /N"<v', the decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
作为其他选项, UE还可以抽取部分 E (i, j)对信道空间特征进行分 析, 利用设定的门限决策使用适当的接收机模块, 换言之, 所述控制决策 模块进行控制决策可以为: 抽取部分 E (i, j)对进行控制决策。  As other options, the UE may also extract part E (i, j) to analyze the channel space feature, and use the set threshold decision to use an appropriate receiver module. In other words, the control decision module may perform the control decision: E (i, j) pairs make control decisions.
门限可以在工程实践中进行优化, 换言之, 所述控制决策模块, 还可 以用于根据实际情况调整所述阈值。  The threshold can be optimized in engineering practice. In other words, the control decision module can also be used to adjust the threshold according to actual conditions.
子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述子帧之后 的子帧的接收方法选择, 例如, 利用子帧 n的决策信息可以用于本子帧的 接收方法选择, 也可以用于后面的子帧 n+m的方法选择。  The decision information of the subframe is used for the receiving method selection of the subframe, and/or the receiving method of the subframe after the subframe is selected, for example, the decision information using the subframe n can be used for the receiving method of the subframe. The selection can also be used for the method selection of the subsequent sub-frame n+m.
本发明还相应地提出了一种空口信号处理方法, 该方法包括: 进行控制决策, 决策由 MMSE方式或球形译码方式对空口信号的频域 信号进行处理;  The invention also correspondingly proposes an air interface signal processing method, the method comprising: performing a control decision, and determining, by the MMSE method or the sphere decoding method, the frequency domain signal of the air interface signal;
根据决策结果, 对接收的频域信号按照 MMSE模式或球形译码模式进 行处理;  According to the decision result, the received frequency domain signal is processed according to the MMSE mode or the sphere decoding mode;
对所述按照 MMSE模式或球形译码模式处理后的数据进行译码。  The data processed in accordance with the MMSE mode or the sphere decoding mode is decoded.
可选的, 所述进行控制决策之前, 该方法还包括: 接收空口信号, 并对所述空口信号进行处理, 获取频域信号; 抽取所述频域信号中的参考符号, 进行信道估计, 得到各个子载波上 的信道估计值 H(i, j), 其中, Optionally, before the performing the control decision, the method further includes: Receiving an air interface signal, and processing the air interface signal to obtain a frequency domain signal; extracting reference symbols in the frequency domain signal, performing channel estimation, and obtaining channel estimation values H(i, j) on each subcarrier, where ,
b(ij  b(ij
, 是第 j个 OFDM符号的第 i个子载波上的 2x2 , is 2x2 on the ith subcarrier of the jth OFDM symbol
、c(,_)
Figure imgf000015_0001
, c(,_)
Figure imgf000015_0001
信道系数矩阵, Channel coefficient matrix,
所述进行控制决策为: 根据所述 H(i, j)进行决策 可选的, 所述进行控制决策
Figure imgf000015_0002
The controlling decision is: selecting, according to the H(i, j), the controlling decision
Figure imgf000015_0002
为: For:
预先设置第一阈值, E(i, j) 大于所述第一阈值, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收;否则, 决策采用球形译码模 块对第 j个 OFDM符号的第 i个子载波进行接收; 或者,  Determining a first threshold, E(i, j) is greater than the first threshold, and determining to receive the ith subcarrier of the jth OFDM symbol by using an MMSE module; otherwise, the decision is to use a spherical decoding module for the jth OFDM The ith subcarrier of the symbol is received; or,
预先设置第二阈值和第三阈值, 假设第 i个子帧内所有子载波数为 N, 计算统计满足 E (i, j) 大于所述第二阈值的子载波个数 M; 当 M/N 大于 所述第三阈值时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  Presetting the second threshold and the third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating the number of subcarriers M satisfying E (i, j) greater than the second threshold; when M/N is greater than When the third threshold is used, the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
可选的, 所述 E(i, j) 大于所述第一阈值或第二阈值进一步简化为 A(i,j) > w X B(i,j)C(i,j) , 其 中 , A(i,j) = \a(i,j)d(i,j)-b(i,j)c(i,j) Optionally, the E(i, j) is greater than the first threshold or the second threshold is further reduced to A(i,j) > w XB(i,j)C(i,j) , where A( i,j) = \a(i,j)d(i,j)-b(i,j)c(i,j)
B(i, j) = - max {\a(i, \c(i, + - {\a(i, j)\ + \c(i, j B(i, j) = - max {\a(i, \c(i, + - {\a(i, j)\ + \c(i, j
O O  O O
C ( , j) = + \d ( , j C ( , j) = + \d ( , j
Figure imgf000015_0003
Figure imgf000015_0003
可选的, F(i,j)=\a(i,j)\2 + \b(i,j)\2 , G(i,j)=\c(i,j)\2 + \d(i,j)\2, 所述进行 控制决策为: Optional, F(i,j)=\a(i,j)\ 2 + \b(i,j)\ 2 , G(i,j)=\c(i,j)\ 2 + \d (i,j)\ 2 , the control decision is as follows:
设置第四阈值 t,所述第四阈值大于 1 ,当 F(i, j)>tx G(i,j) 或者 G(i, j) > t x F(i,j), 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收; 或者, Setting a fourth threshold t, the fourth threshold is greater than 1, when F(i, j)>tx G(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding The module performs the ith subcarrier of the jth OFDM symbol Receiving; otherwise, the decision uses the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
预先设置第五阈值 0和第六阈值 V, 假设第 i个子帧内所有子载波数为 N,,计算统计满足 F(i, j) >οχ G(i,j) 或者 G(i, j) >οχ F(i,j)的子载波个数 M,; 当 M,/N, < v时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。 可 选 的 , E( ,
Figure imgf000016_0001
The fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > οχ G(i, j) or G(i, j) >οχ F(i,j) number of subcarriers M,; When M, /N, < v, the decision uses the MMSE module to receive all subcarrier data of the subframe; otherwise, the decision uses a spherical decoding module All subcarrier data of the subframe is received. Optional, E( ,
Figure imgf000016_0001
F{i,j) =| a(i,j) I2 + 1 b(i,j) I2 , G(i,j) =| c(i,j) |2 + 1 d(i,j) |2 , 所述进行控制决策为: 预先设置第七阈值 t,和第八阈值, t,>l, 当 F(i, j) > t, X G(i,j) , 或者 G(i, j) > f x F(i,j), 或者 E(i, j) 小于所述第八阈值, 决策采用球形译码模块 对第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模 块对第 j个 OFDM符号的第 i个子载波进行接收, 或者, F{i,j) =| a(i,j) I 2 + 1 b(i,j) I 2 , G(i,j) =| c(i,j) | 2 + 1 d(i,j 2 ) The control decision is made as follows: a seventh threshold t is set in advance, and an eighth threshold, t, >l, when F(i, j) > t, XG(i,j), or G(i, j) > fx F(i,j), or E(i, j) is less than the eighth threshold, the decision is to use the spherical decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is MMSE The module receives the i-th subcarrier of the jth OFDM symbol, or
预先设置第九阈值 o,、 第十阈值 V,和第十一阈值, 假设第 i个子帧内 所有子载波数为 N", 计算统计满足 F(i, j) > οχ G(i,j) , 或者 G(i, j) > οχ F(i,j) , 或者 E(i,j)小于所述第一阈值的子载波个数 M"; 当 M,VN"<v,时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接收, 否则, 决策采 用球形译码模块对该子帧的全部子载波数据进行接收。  The ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > οχ G(i, j) , or G(i, j) > οχ F(i,j), or E(i,j) is less than the number of subcarriers of the first threshold M"; when M, VN"<v, the decision is adopted The MMSE module receives all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
可选的, 所述进行控制决策为: 抽取部分 E (i, j)对进行控制决策。 可选的, 该方法还包括: 根据实际情况调整所述阈值。  Optionally, the performing the control decision is: extracting a part of the E (i, j) pair to make a control decision. Optionally, the method further includes: adjusting the threshold according to actual conditions.
可选的, 子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述 子帧之后的子帧的接收方法选择。  Optionally, the decision information of the subframe is used for the receiving method selection of the subframe, and/or the receiving method of the subframe after the subframe is selected.
需要说明的是, 本发明还可以另外设置选通模块(如图 4所示), 来对 MMSE模块、 球形译码模块和译码模块进行控制, 具体的, 对于特定子载 波, 如果控制决策模块决定使用 MMSE模块, 那么选通模块将关闭球形译 码模块, 选通模块将 MMSE模块的结果传给后面的译码模块; 如果控制决 策模块决定使用球形译码模块, 那么选通模块将关闭 MMSE模块, 选通模 块将球形译码模块的结果传给后面的译码模块; 译码模块收齐码块数据进 行译码。 It should be noted that, the present invention may further provide a gating module (as shown in FIG. 4) to control the MMSE module, the sphere decoding module, and the decoding module. Specifically, for a specific subcarrier, if the control decision module Deciding to use the MMSE module, then the gating module will close the ball decoding module, and the gating module will pass the result of the MMSE module to the following decoding module; The policy module decides to use the sphere decoding module, then the strobe module will close the MMSE module, and the strobe module will pass the result of the sphere decoding module to the following decoding module; the decoding module collects the code block data for decoding.
可以看出, 本发明针对信道的空间特性, 对接收算法进行自适应的选 择, 达到复杂度和性能的良好折中, 即性能尽量好, 同时接收机的功耗尽 量小。  It can be seen that the present invention adaptively selects the receiving algorithm for the spatial characteristics of the channel, achieving a good compromise between complexity and performance, that is, the performance is as good as possible, and the power consumption of the receiver is as small as possible.

Claims

1、 一种空分复用接收机, 其特征在于, 该 LTE空分复用接收机包括: 控制决策模块、最小均方误差估计 MMSE模块、球形译码模块和译码模块; 其中, A spatial division multiplexing receiver, characterized in that: the LTE space division multiplexing receiver comprises: a control decision module, a minimum mean square error estimation MMSE module, a sphere decoding module and a decoding module;
所述控制决策模块, 用于进行控制决策, 决策由 MMSE模块或球形译 码模块对接收信号进行处理, 并通知相应的模块;  The control decision module is configured to perform control decision, and the decision is processed by the MMSE module or the spherical decoding module to notify the corresponding module;
所述 MMSE模块, 用于在收到控制决策模块的处理通知后, 对接收信 号进行处理;  The MMSE module is configured to process the received signal after receiving the processing notification of the control decision module;
所述球形译码模块, 用于在收到控制决策模块的处理通知后, 对接收 信号进行处理;  The ball decoding module is configured to process the received signal after receiving the processing notification of the control decision module;
所述译码模块, 用于对 MMSE模块或球形译码模块处理后的数据进行 译码。  The decoding module is configured to decode data processed by the MMSE module or the sphere decoding module.
2、 根据权利要求 1所述的 LTE空分复用接收机, 其特征在于, 该 LTE 空分复用接收机还包括前端模块和信道估计模块; 其中,  The LTE space division multiplexing receiver according to claim 1, wherein the LTE space division multiplexing receiver further includes a front end module and a channel estimation module;
所述前端模块, 用于接收空口信号, 并对所述空口信号进行处理, 获 取频域信号, 供 MMSE模块或球形译码模块进行处理;  The front end module is configured to receive an air interface signal, and process the air interface signal to obtain a frequency domain signal for processing by the MMSE module or the sphere decoding module;
所述信道估计模块, 用于抽取所述频域信号中的参考符号, 进行信道 估计, 得到各个子载波上的信道估计值 H(i, j), 供控制决策模块进行决策, 其中,  The channel estimation module is configured to extract a reference symbol in the frequency domain signal, perform channel estimation, and obtain a channel estimation value H(i, j) on each subcarrier, where the control decision module performs a decision, where
H(i,j) = , 是第 j个 OFDM符号的第 i个子载波上的 2 χ 2
Figure imgf000018_0001
H(i,j) = , which is 2 χ 2 on the ith subcarrier of the jth OFDM symbol
Figure imgf000018_0001
信道系数矩阵。 Channel coefficient matrix.
3、 据权利要求 2所述的空分复用接收机, 其特征在于, , 所述控制决策模块进行控制
Figure imgf000018_0002
决策为:
3. The space division multiplexing receiver according to claim 2, wherein: said control decision module performs control
Figure imgf000018_0002
The decision is:
预先设置第一阈值, E(i, j) 大于所述第一阈值, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收;否则, 决策采用球形译码模 块对第 j个 OFDM符号的第 i个子载波进行接收; 或者,  Determining a first threshold, E(i, j) is greater than the first threshold, and determining to receive the ith subcarrier of the jth OFDM symbol by using an MMSE module; otherwise, the decision is to use a spherical decoding module for the jth OFDM The ith subcarrier of the symbol is received; or,
预先设置第二阈值和第三阈值, 假设第 i个子帧内所有子载波数为 N, 计算统计满足 E ( i, j ) 大于所述第二阈值的子载波个数 M; 当 M/N 大于 所述第三阈值时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  Presetting the second threshold and the third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating the number of subcarriers M that satisfy E(i, j) is greater than the second threshold; when M/N is greater than When the third threshold is used, the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
4、根据权利要求 3所述的空分复用接收机,其特征在于,所述 E(i, j) 大 于所述第一阈值或第二阈值进一步简化为 A(i,j) > w x B(i,j)C(i,j), 其中, The space division multiplexing receiver according to claim 3, wherein said E(i, j) is greater than said first threshold or second threshold is further simplified to A(i,j) > wx B (i,j)C(i,j), where
A(i, j) = + \c(i, , A(i, j) = + \c(i, ,
C ( , j) =C ( , j) =
Figure imgf000019_0001
Figure imgf000019_0001
5、 根据权利要求 2所述的空分复用接收机, 其特征在于,  5. The space division multiplexing receiver according to claim 2, characterized in that
F{i, j) =| a(i, j) I2 + 1 b(i, j) I2 , G(i, j) =| c(i, j) |2 + 1 d(i, j) |2 , 所述控制决策模块 进行控制决策为: F{i, j) =| a(i, j) I 2 + 1 b(i, j) I 2 , G(i, j) =| c(i, j) | 2 + 1 d(i, j 2 ) The control decision module performs control decisions as:
设置第四阈值 t,所述第四阈值大于 1 ,当 F(i, j) > t X G(i,j) 或者 G(i, j) > t x F(i,j), 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收; 或者,  Setting a fourth threshold t, the fourth threshold is greater than 1, when F(i, j) > t XG(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding The module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
预先设置第五阈值 0和第六阈值 V , 假设第 i个子帧内所有子载波数为 The fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is
N,,计算统计满足 F(i, j) > ο χ G(i,j) 或者 G(i, j) > o χ F(i,j)的子载波个数 M,; 当 M'/N, < v时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。 N,, calculate the number of subcarriers M satisfying F(i, j) > ο χ G(i,j) or G(i, j) > o χ F(i,j);; when M'/N When <v, the decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
6、 根据权利要求 2所述的空分复用接收机, 其特征在于, 、 6. The space division multiplexing receiver according to claim 2, characterized in that ,
E( j) ,
Figure imgf000020_0001
E( j) ,
Figure imgf000020_0001
G(i, j) =| c(i, j) I2 + 1 d(i, j) I2 , 所述控制决策模块进行控制决策为: G(i, j) =| c(i, j) I 2 + 1 d(i, j) I 2 , the control decision module performs the control decision as:
预先设置第七阈值 t,和第八阈值, t,>l , 当 F(i, j) > t, X G(i,j) , 或者 Presetting a seventh threshold t, and an eighth threshold, t, >l, when F(i, j) > t, X G(i,j) , or
G(i, j) > f x F(i,j), 或者 E(i, j) 小于所述第八阈值, 决策采用球形译码模块 对第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模 块对第 j个 OFDM符号的第 i个子载波进行接收, 或者, G(i, j) > fx F(i,j), or E(i, j) is less than the eighth threshold, and the decision is to use the spherical decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise The decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol, or
预先设置第九阈值 o,、 第十阈值 V,和第十一阈值, 假设第 i个子帧内 所有子载波数为 N" , 计算统计满足 F(i, j) > ο χ G(i,j) , 或者 G(i, j) > ο χ The ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ο χ G(i,j ) , or G(i, j) > ο χ
F(i,j) , 或者 E(i, j)小于所述第一阈值的子载波个数 M" ; 当 M,VN" < v,时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接收, 否则, 决策采 用球形译码模块对该子帧的全部子载波数据进行接收。 F(i,j), or E(i,j) is less than the first threshold number of subcarriers M"; when M, VN" < v, the decision is to use the MMSE module for all subcarriers of the subframe The data is received. Otherwise, the decision uses the sphere decoding module to receive all subcarrier data of the subframe.
7、 根据权利要求 3或 6所述的空分复用接收机, 其特征在于, 所述控 制决策模块进行控制决策为: 抽取部分 E ( i, j )对进行控制决策。  The space division multiplexing receiver according to claim 3 or 6, wherein the control decision module performs a control decision as: performing a control decision on the extracted portion E (i, j).
8、 根据权利要求 3至 6任一项所述的空分复用接收机, 其特征在于, 所述控制决策模块, 还用于根据实际情况调整所述阈值。  The spatial multiplexing receiver according to any one of claims 3 to 6, wherein the control decision module is further configured to adjust the threshold according to actual conditions.
9、 根据权利要求 3至 6任一项所述的空分复用接收机, 其特征在于, 子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述子帧之后的子 帧的接收方法选择。  The space division multiplexing receiver according to any one of claims 3 to 6, wherein the decision information of the subframe is used for selection of a receiving method of the subframe, and/or after the subframe The receiving method of the subframe is selected.
10、 一种空口信号处理方法, 其特征在于, 该方法包括:  10. An air interface signal processing method, the method comprising:
进行控制决策, 决策由 MMSE方式或球形译码方式对空口信号的频域 信号进行处理;  Control decision is made, and the frequency domain signal of the air interface signal is processed by the MMSE method or the sphere decoding method;
根据决策结果, 对接收的频域信号按照 MMSE模式或球形译码模式进 行处理;  According to the decision result, the received frequency domain signal is processed according to the MMSE mode or the sphere decoding mode;
对所述按照 MMSE模式或球形译码模式处理后的数据进行译码。  The data processed in accordance with the MMSE mode or the sphere decoding mode is decoded.
11、 根据权利要求 10所述的空口信号处理方法, 其特征在于, 所述进 行控制决策之前, 该方法还包括: The air interface signal processing method according to claim 10, wherein the Before the line control decision, the method also includes:
接收空口信号, 并对所述空口信号进行处理, 获取频域信号;  Receiving an air interface signal, and processing the air interface signal to obtain a frequency domain signal;
抽取所述频域信号中的参考符号, 进行信道估计, 得到各个子载波上 的信道估计值 H(i, j), 其中, (i ) = , 是第 j个 OFDM符号的第 i个子载波上的 2x2
Figure imgf000021_0001
Extracting reference symbols in the frequency domain signal, performing channel estimation, and obtaining channel estimation values H(i, j) on each subcarrier, where (i) = , is the i th subcarrier of the jth OFDM symbol 2x2
Figure imgf000021_0001
信道系数矩阵, Channel coefficient matrix,
所述进行控制决策为: 根据所述 H(i, j)进行决策。  The making control decision is: making a decision according to the H(i, j).
12、 根据权利要求 11所述的空口信号处理方法, 其特征在于, , 所述进行控制决策为:
Figure imgf000021_0002
The air interface signal processing method according to claim 11, wherein the controlling decision is:
Figure imgf000021_0002
预先设置第一阈值, E(i, j) 大于所述第一阈值, 决策采用 MMSE模块 对第 j个 OFDM符号的第 i个子载波进行接收;否则, 决策采用球形译码模 块对第 j个 OFDM符号的第 i个子载波进行接收; 或者,  Determining a first threshold, E(i, j) is greater than the first threshold, and determining to receive the ith subcarrier of the jth OFDM symbol by using an MMSE module; otherwise, the decision is to use a spherical decoding module for the jth OFDM The ith subcarrier of the symbol is received; or,
预先设置第二阈值和第三阈值, 假设第 i个子帧内所有子载波数为 N, 计算统计满足 E (i, j) 大于所述第二阈值的子载波个数 M; 当 M/N 大于 所述第三阈值时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  Presetting the second threshold and the third threshold, assuming that the number of all subcarriers in the i-th subframe is N, and calculating the number of subcarriers M satisfying E (i, j) greater than the second threshold; when M/N is greater than When the third threshold is used, the decision is to use the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision is to use the ball decoding module to receive all the subcarrier data of the subframe.
13、根据权利要求 12所述的空口信号处理方法,其特征在于,所述 E(i, j) 大于所述第一阈值或第二阈值进一步简化为 A(i,j)>wxB(i,j)C(i,j),其中, The air interface signal processing method according to claim 12, wherein the E(i, j) is greater than the first threshold or the second threshold is further simplified to A(i,j)>wxB(i, j) C(i, j), where
A(i, j) = \a(i, j) + \c(i, , A(i, j) = \a(i, j) + \c(i, ,
C ( , j) = - max
Figure imgf000021_0003
C ( , j) = - max
Figure imgf000021_0003
14、 根据权利要求 11所述的空口信号处理方法, 其特征在于, 14. The air interface signal processing method according to claim 11, wherein:
F{i,j) =| a(i,j) b(i,j) G(i,j) =| c(i,j) d(i,j) |2 , 所述进行控制决策 为: 设置第四阈值 t,所述第四阈值大于 1 ,当 F(i, j) > t X G(i,j) 或者 G(i, j) > t x F(i,j), 决策采用球形译码模块对第 j个 OFDM符号的第 i个子载波进行 接收; 否则, 决策采用 MMSE模块对第 j个 OFDM符号的第 i个子载波进 行接收; 或者, F{i,j) =| a(i,j) b(i,j) G(i,j) =| c(i,j) d(i,j) | 2 , the control decision is: Setting a fourth threshold t, the fourth threshold is greater than 1, when F(i, j) > t XG(i,j) or G(i, j) > tx F(i,j), the decision is to use sphere decoding The module receives the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to receive the ith subcarrier of the jth OFDM symbol; or
预先设置第五阈值 0和第六阈值 V, 假设第 i个子帧内所有子载波数为 N,,计算统计满足 F(i, j) > ο χ G(i,j) 或者 G(i, j) > o χ F(i,j)的子载波个数 M,; 当 M'/N, < v时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接 收, 否则, 决策采用球形译码模块对该子帧的全部子载波数据进行接收。  The fifth threshold value 0 and the sixth threshold value V are set in advance, assuming that the number of all subcarriers in the i-th subframe is N, and the calculation statistics satisfy F(i, j) > ο χ G(i, j) or G(i, j > o χ F(i,j) the number of subcarriers M,; When M'/N, < v, the decision uses the MMSE module to receive all subcarrier data of the sub-frame. Otherwise, the decision is spherical translation. The code module receives all of the subcarrier data for the subframe.
15、 根据权利要求 11所述的空口信号处理方法, 其特征在于,  15. The air interface signal processing method according to claim 11, wherein:
 ,
E( j) ,
Figure imgf000022_0001
E( j) ,
Figure imgf000022_0001
G(iJ) =| c(i, j) I2 + 1 d(i, j) I2 , 所述进行控制决策为: G(iJ) =| c(i, j) I 2 + 1 d(i, j) I 2 , the control decision is as follows:
预先设置第七阈值 t,和第八阈值, t,>l , 当 F(i, j) > t, X G(i,j) , 或者 G(i, j) > f x F(i,j), 或者 E(i, j) 小于所述第八阈值, 决策采用球形译码模块 对第 j个 OFDM符号的第 i个子载波进行接收; 否则, 决策采用 MMSE模 块对第 j个 OFDM符号的第 i个子载波进行接收, 或者,  Setting a seventh threshold t, and an eighth threshold, t, >l, when F(i, j) > t, XG(i,j), or G(i, j) > fx F(i,j), Or E(i, j) is smaller than the eighth threshold, and the decision is to use the ball decoding module to receive the ith subcarrier of the jth OFDM symbol; otherwise, the decision is to use the MMSE module to the ith sub of the jth OFDM symbol. Carrier receiving, or,
预先设置第九阈值 o,、 第十阈值 V,和第十一阈值, 假设第 i个子帧内 所有子载波数为 N" , 计算统计满足 F(i, j) > ο χ G(i,j) , 或者 G(i, j) > ο χ F(i,j) , 或者 E(i, j)小于所述第一阈值的子载波个数 M"; 当 M,VN" < v,时, 决策采用 MMSE模块对该子帧的全部子载波数据进行接收, 否则, 决策采 用球形译码模块对该子帧的全部子载波数据进行接收。  The ninth threshold o, the tenth threshold V, and the eleventh threshold are set in advance, assuming that the number of all subcarriers in the i-th subframe is N", and the calculation statistic satisfies F(i, j) > ο χ G(i,j ), or G(i, j) > ο χ F(i,j) , or E(i, j) is less than the first threshold number of subcarriers M"; when M, VN" < v, The decision uses the MMSE module to receive all the subcarrier data of the subframe. Otherwise, the decision uses the sphere decoding module to receive all the subcarrier data of the subframe.
16、 根据权利要求 12或 15所述的空口信号处理方法, 其特征在于, 所述进行控制决策为: 抽取部分 E ( i, j )对进行控制决策。  The air interface signal processing method according to claim 12 or 15, wherein the performing the control decision is: extracting a part E (i, j) pair to perform a control decision.
17、 根据权利要求 12至 15任一项所述的空口信号处理方法, 其特征 在于, 该方法还包括: 根据实际情况调整所述阈值。  The air interface signal processing method according to any one of claims 12 to 15, wherein the method further comprises: adjusting the threshold according to an actual situation.
18、 根据权利要求 12至 15任一项所述的空口信号处理方法, 其特征 在于, 子帧的决策信息用于所述子帧的接收方法选择, 和 /或, 所述子帧之 后的子帧的接收方法选择。 The air interface signal processing method according to any one of claims 12 to 15, characterized in The decision information of the subframe is used for the selection of the receiving method of the subframe, and/or the method of receiving the subframe after the subframe is selected.
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