WO2003103185A1 - A receiving method based on mimo cdma - Google Patents

A receiving method based on mimo cdma Download PDF

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Publication number
WO2003103185A1
WO2003103185A1 PCT/CN2002/000368 CN0200368W WO03103185A1 WO 2003103185 A1 WO2003103185 A1 WO 2003103185A1 CN 0200368 W CN0200368 W CN 0200368W WO 03103185 A1 WO03103185 A1 WO 03103185A1
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Prior art keywords
receiving
transmitting
antennas
antenna
signals
Prior art date
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PCT/CN2002/000368
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French (fr)
Chinese (zh)
Inventor
Dandan Wang
Gang Wang
Yonghui Li
Original Assignee
Linkair Communications,Inc.
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Publication date
Application filed by Linkair Communications,Inc. filed Critical Linkair Communications,Inc.
Priority to CNA028181239A priority Critical patent/CN1555613A/en
Priority to AU2002313159A priority patent/AU2002313159A1/en
Priority to PCT/CN2002/000368 priority patent/WO2003103185A1/en
Publication of WO2003103185A1 publication Critical patent/WO2003103185A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/02Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
    • H04B7/04Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
    • H04B7/0413MIMO systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7097Interference-related aspects
    • H04B1/7103Interference-related aspects the interference being multiple access interference
    • H04B1/7105Joint detection techniques, e.g. linear detectors
    • H04B1/71057Joint detection techniques, e.g. linear detectors using maximum-likelihood sequence estimation [MLSE]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/02Arrangements for detecting or preventing errors in the information received by diversity reception
    • H04L1/06Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
    • 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
    • H04L25/03331Arrangements for the joint estimation of multiple sequences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/02Channels characterised by the type of signal
    • H04L5/023Multiplexing of multicarrier modulation signals
    • H04L5/026Multiplexing of multicarrier modulation signals using code division

Definitions

  • the present invention belongs to the field of communication technology, and specifically, it is a receiving method based on MIMO CDMA.
  • BACKGROUND With the development of wireless communications, the status of data transmission has become increasingly prominent. In particular, 3G standards have paid special attention to data transmission.
  • the service capabilities of the third generation of mobile communications will be significantly improved over the second generation. It should be able to support voice packet data to multimedia services; it should be able to provide bandwidth as needed.
  • ITU International Telecommunication Union
  • the highest rate is 144kbi t / s; indoor environment, the highest rate is 2Mbi t / s; outdoor to indoor or pedestrian environment, the highest rate is 384kbi t / s. It is predicted that the speed of the fourth generation mobile communication can reach more than 10 Mbps, and may even reach 30 Mbps to 100 Mbps.
  • the frequency band of the first generation of analog mobile communications is several hundred megahertz
  • the frequency band of the second generation of digital mobile phone systems is several hundred megahertz to gigahertz
  • the frequency band of the third generation of mobile communications in the future will be 2 gigahertz (2GHz )about.
  • MIMO Multiple-input multiple-output system
  • N multiple antennas
  • the peak capacity can be increased by N times, and the code reuse and small modulation constellation can be combined to obtain other intermediate rates.
  • MIM0 and CDMA Code Division Multiple Access
  • Code division multiple access includes two basic technologies, one is code division technology, which is spread spectrum technology; the other is multiple access technology. Combining these two basic technologies and absorbing other key technologies has formed the technical support of today's CDMA mobile communication systems.
  • the resources that a cellular system provides to users include time, frequency, and coding methods. Generally speaking, different systems can use different communication resources to distinguish communication objects. One such channel can only accommodate one user for communication, and many users who communicate at the same time are distinguished from each other in the form of different abstract channels. Site concept.
  • the cellular mobile communication system is a system with multiple abstract channels working simultaneously, and has the characteristics of broadcasting and large-area coverage in the downlink direction.
  • Code division multiple access uses a set of orthogonal (or quasi-orthogonal) pseudo-random noise (PN) sequences (referred to as pseudo-random codes) through correlation processing to achieve the function of sharing frequency resources and simultaneous access to the network by multiple users.
  • PN pseudo-random noise
  • CDMA uses spread spectrum technology. The concept of spread spectrum technology is to transform the bandwidth of the original information into a much wider noise-like signal.
  • the spectrum of the useful signal is broadened after being spread-spectrum processed; at the receiving end, the spectrum of the useful signal is restored to a narrow-band spectrum after being subjected to despreading processing using the correlation of the pseudo code.
  • the wideband unwanted signal is not related to the local pseudocode, so it cannot be despread, and it is still a wideband spectrum; the narrowband unwanted signal is expanded by the local pseudocode into a wideband error. Since the unwanted interference signal is a wideband spectrum and the useful signal is a narrowband spectrum, we can use a narrowband filter to eliminate out-of-band interference levels, so the signal-to-noise ratio in the narrowband is greatly improved.
  • MIMO CDMA systems increase system capacity by sending independent spread-spectrum signals on different antennas. Signals on the same antenna are distinguished by orthogonal (or quasi-orthogonal) pseudo-random codes.
  • orthogonal (or quasi-orthogonal) pseudo-random codes due to the introduction of multiple antennas, under the Rayleigh fading channel model, the traditional RAKE reception scheme in CDMA technology is no longer applicable.
  • a new scheme on how to use the characteristics of CDMA signals for reception under multipath channel conditions is not. None appeared. Summary of the Invention
  • An object of the present invention is to provide a receiving method based on MIMO CDMA, which utilizes the characteristics of a MIM0 CDMA system under a Rayleigh fading channel, and proposes a MIMO CDMA system that is not only suitable for single carriers, but also according to the principle of maximum likelihood.
  • the receiving scheme applicable to overlapping or non-overlapping multi-carrier receiving systems enables the transmission signals on different carriers of different antennas in a MIMO CDMA system to be recovered.
  • the present invention provides an algorithm whose complexity is not high for the combination of two technologies, MIM0 and CDMA, and provides conditions for the application of these two technologies.
  • the technical solution of the present invention is: a receiving method based on MIMO CDMA, characterized in that the transmitting end uses at least two transmitting antennas to send signals independent of each other;
  • the receiving end uses at least two receiving antennas to receive the signal sent by the transmitting antenna, and according to the characteristics of MIMO CDMA under the Rayleigh fading channel, the signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion.
  • the transmitting end uses at least two transmitting antennas to send signals independent of each other means that: the transmitting end may use more than two transmitting antennas to send signals; the receiving end uses at least two receiving antennas to send signals to the transmitting antennas Receiving means: The receiving end can use more than two receiving antennas to receive the signals sent by the transmitting antennas.
  • the transmitting terminal uses at least two transmitting antennas to send signals independent of each other means that: the transmitting terminal can use two transmitting antennas to send signals; the receiving terminal uses at least two receiving antennas to receive signals sent by the transmitting antennas It means: The receiving end can use two receiving antennas to receive the signal sent by the transmitting antenna.
  • the receiving step of the receiving end includes:
  • the receiving end uses at least two receiving antennas to receive the signals sent by the transmitting antennas; the receiving end obtains the differences received on different receiving antennas according to the characteristics of MIMO CDMA under the Rayleigh fading channel and the ideal autocorrelation and cross-correlation characteristics of the codeword Separation signal
  • the signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion.
  • the receiving step of the receiving end further includes:
  • the receiving end uses the receiving antenna 1 and the receiving antenna 2 to receive signals transmitted by the transmitting antenna 1 and the transmitting antenna 2;
  • H1, H2, H3, and H4 are transmitting antenna 1 and receiving antenna 1, transmitting antenna 2 and receiving antenna 1, transmitting antenna 1 and receiving antenna 2 respectively.
  • rl and ⁇ 2 be the signals received on receiving antenna 1 and receiving antenna 2, respectively; Take the 2-path Rayleigh fading channel as an example,
  • c i is a spread-spectrum pseudo-random code of the i-th user. It has ideal auto-correlation and cross-correlation characteristics within the scope of investigation, and can be obtained:
  • G1 and G2 be the merging coefficients of ⁇ and ⁇ , respectively, and then obtain according to the maximum likelihood criterion: and according to the maximum likelihood criterion, obtain:
  • the signals bl and b2 sent by the transmitting antenna are recovered at the receiving end.
  • the above steps can be analogized to MIMO CDMA that uses more than two transmitting antennas to send signals and uses more than two receiving antennas to receive signals sent by transmitting antennas.
  • ⁇ ⁇ 12 ⁇ 2I 2 2 is not limited to the inversion matrix in this example, as long as the separated multipath signals are obtained, they can be combined according to this method.
  • the beneficial effects of the present invention are as follows:
  • the present invention is a receiving method designed according to the maximum likelihood maximum likelihood criterion using the characteristics of a MIMO CDMA system under a Rayleigh fading channel.
  • the invention is used in a MIMO CDMA system, and uses the characteristics of spread-spectrum signals in a multipath channel to separate receive and then combine, which is a method with little computational complexity and is applicable to both MIMO CDMA single-carrier and multi-carrier systems.
  • the invention provides a method with low computational complexity for the combination of the two technologies of MIMO and CDMA, and provides conditions for the application of these two technologies.
  • Figure 1 is a block diagram of a MIMO CDMA system
  • Figure 2 shows the simulation curves of MIM0, multipath, and bit error rate, where ML is: Maximum Likelihood Criterion and EGC is: Proportional Gain Merging.
  • Figure 1 is a block diagram of a MIMO CDMA system, where the transmitting end uses at least two transmitting antennas to send signals independent of each other; the receiving end uses at least two receiving antennas to receive signals sent by the transmitting antennas, and according to MIMO CDMA, the Rayleigh fading channel The characteristics, maximum likelihood criterion make the signal sent by the transmitting antenna recovered at the receiving end.
  • the calculation method of the present invention is described below by taking two transmitting antennas and two receiving antennas as examples. In other cases, the calculation method can be deduced by analogy.
  • Let bl and b2 be independent symbol information transmitted on the two antennas.
  • H1, H2, H3, and H4 are the transmitting antenna 1 and the receiving antenna 1, the transmitting antenna and the receiving antenna 1, the transmitting antenna 1 and the receiving antenna 2, respectively.
  • Let rl and r2 be the signals received on receiving antenna 1 and receiving antenna 2, respectively. Take 2 trails Rayleigh An example of a fading channel:
  • C is a spread-spectrum pseudo-random code of the i-th user, which has ideal auto-correlation and cross-correlation characteristics in the scope of investigation, that is:
  • Figure 2 shows some simulation characteristics. The figure also shows the curve of proportional gain combining (EGC).
  • ECG proportional gain combining
  • the invention is used in a MIMO CDMA system and uses the characteristics of a spread spectrum signal to receive separately in a multipath channel. It is an algorithm with little computational complexity and is applicable to both MIMO CDMA single-carrier and multi-carrier systems.
  • the invention provides a low complexity algorithm for the combination of the two technologies of MIM0 and CDMA, and provides conditions for the application of these two technologies.

Abstract

The present invention provides a receiving method based on MIMO CDMA,characterised in, the transmitting terminal sends separated signals by using at least two transmitting antennas; the rceiving terminal receives the signals transmitted from the transmitting terminal by using at least two receiving antennas,and resumes the signals transmitted from the transmitting terminal in the light of the maximum-likelihood criterion and the characteristic of MIMO CDMA in the Rayl-fading channel.The present invention is an algorithm with less complexity which performs receiving separately according to the characteristic of the spreaded signals in the multipath channel, and it is used for MIMO CDMA system, and it adapts to both simple carrier wave system and multi-carrier wave system of MIMO CDMA. This invention provides an algorithm with less operational complexity for the combination of MIMO and CDMA, and supports a condition for the application of this two techniques.

Description

一种基于 MIMO CDMA的接收方法  A receiving method based on MIMO CDMA
技术领域 本发明属于通信技术领域, 具体的讲其是一种基于 MIMO CDMA的接收方 法。 背景技术 随着无线通信的发展, 数据传输的地位日益突出。 特别是 3G 标准中, 都对数据传输作了特别的关注。 而第三代移动通信的业务能力将比第二代 有明显的改进。 它应能支持从话音分组数据到多媒体业务; 应能根据需要, 提供带宽。 ITU (国际电信联盟)规定的第三代移动通信无线传输技术的最 低要求中, 必须满足在以下三个环境的三种要求。 即: 快速移动环境, 最 高速率 144kbi t/s; 室内环境, 最高速率达到 2Mbi t/s; 室外到室内或步行 环境, 最高速率达 384kbi t/s。 而人们预测到了第四代移动通信的速率可 以达到 10 Mbps 以上, 甚至可能达到 30Mbps ~ 100Mbps。 TECHNICAL FIELD The present invention belongs to the field of communication technology, and specifically, it is a receiving method based on MIMO CDMA. BACKGROUND With the development of wireless communications, the status of data transmission has become increasingly prominent. In particular, 3G standards have paid special attention to data transmission. The service capabilities of the third generation of mobile communications will be significantly improved over the second generation. It should be able to support voice packet data to multimedia services; it should be able to provide bandwidth as needed. Among the minimum requirements of the third-generation mobile communication wireless transmission technology specified by the ITU (International Telecommunication Union), three requirements must be met in the following three environments. That is: fast moving environment, the highest rate is 144kbi t / s; indoor environment, the highest rate is 2Mbi t / s; outdoor to indoor or pedestrian environment, the highest rate is 384kbi t / s. It is predicted that the speed of the fourth generation mobile communication can reach more than 10 Mbps, and may even reach 30 Mbps to 100 Mbps.
但无线通信由于其通信传输的媒质的特殊性, 频带资源的紧张在高速 无线数据传输的面前就显得日益突出。 第一代模拟移动通信的频段为几百 兆赫兹, 第二代数字移动电话系统所用的频段为几百兆到上千兆赫兹, 未 来的第三代移动通信其频段将在 2 千兆(2GHz )左右。 虽然新频段的拓展 的工作从来就没有停止过, 但面对频谱的紧张和数据以及将来多媒体业务 的开展, 提高频谱利用率可能是一种更好的方法。 如果无线信道是一个多 径散射足够丰富, 而且采用的技术可以充分的利用这些多径资源的话, 信 道的容量将是巨大的。 在频带宽度不变的情况下, 容量越大, 频 "普效率越 高。 这样开发新的可以提高频谱利用率的技术就可以在现有频带的基础上, 以更高的速率传输数据。 在这种技术背景下利用多天线发送以及接收就成 为可能。 这样就产生了一种多进多出的系统 MIMO ( Mul t iple-Input Mul t iple- Output )。 MIMO技术是在发送和接收方都有多个(N)天线, 原则 上可以将峰值容量提高 N倍, 还可将编码重用和小的调制星座图相结合得 到其它中间速率。 后来有人将 MIM0和 CDMA (码分多址)相结合提出了 MIM0 CDMA 系统。 码分多址包含两个基本技术, 一个是码分技术, 其^ ¾是扩谱 技术; 另一个是多址技术。 将这两个基本技术结合在一起, 并吸收其它一 些关键技术, 形成了今天码分多址移动通信系统的技术支撑。 蜂窝系统向 用户提供服务的资源包括时间、 频率和编码方式等。 一般而言, 不同的系 统可以使用不同的通信资源来区分通信对象, 一个这样的信道只容纳一个 用户进行通信, 而许多同时通信的用户, 互相以不同的抽象信道的形式来 区分, 这就是多址的概念。 蜂窝移动通信系统是一个有多个抽象信道同时 工作的系统, 同时在下行方向具有广播的特点和大面积覆盖的特点。 在利 用无线通信环境的电波覆盖区内, 如何建立用户之间的无限信道的连接, 是多址接入方式要解决的问题。 解决多址接入问题的方法叫多址接入技术。 码分多址使用一组正交 (或准正交) 的伪随机噪声 ( PN )序列 (简称伪随 机码)通过相关处理来实现多个用户共享空间传输的频率资源和同时入网 接续的功能。 码分多址采用扩频技术。 扩频技术的概念就是把原始信息的 带宽变换成带宽宽得多的类噪声信号。 在发端, 有用信号经扩频处理后, 频谱被展宽; 在收端, 利用伪码的相关性作解扩处理后 , 有用信号频谱被 恢复成窄带谱。 宽带无用信号与本地伪码不相关, 因此不能解扩, 仍为宽 带谱; 窄带无用信号则为本地伪码所扩展成为宽带錯。 由于无用的干扰信 号为宽带谱而有用信号为窄带谱, 我们可以用一个窄带滤波器排除带外的 干扰电平, 于是窄带内的信噪比就大大提高了。 However, due to the particularity of the medium of wireless communication in wireless communication, the tension of frequency band resources becomes increasingly prominent in the face of high-speed wireless data transmission. The frequency band of the first generation of analog mobile communications is several hundred megahertz, and the frequency band of the second generation of digital mobile phone systems is several hundred megahertz to gigahertz. The frequency band of the third generation of mobile communications in the future will be 2 gigahertz (2GHz )about. Although the expansion of new frequency bands has never stopped, in the face of spectrum tensions and data and the development of future multimedia services, improving spectrum utilization may be a better approach. If the wireless channel is rich in multipath scattering and the technology used can make full use of these multipath resources, the capacity of the channel will be huge. With the same bandwidth, the larger the capacity, the higher the frequency efficiency. In this way, the development of new technologies that can improve the utilization of the spectrum can transmit data at a higher rate based on the existing frequency band. Under this technical background, it is possible to use multiple antennas to transmit and receive. This has produced a multiple-input multiple-output system, MIMO (Mul t iple-Input Mul t iple- Output). MIMO technology There are multiple (N) antennas, in principle The peak capacity can be increased by N times, and the code reuse and small modulation constellation can be combined to obtain other intermediate rates. Later, someone combined MIM0 and CDMA (Code Division Multiple Access) and proposed the MIM0 CDMA system. Code division multiple access includes two basic technologies, one is code division technology, which is spread spectrum technology; the other is multiple access technology. Combining these two basic technologies and absorbing other key technologies has formed the technical support of today's CDMA mobile communication systems. The resources that a cellular system provides to users include time, frequency, and coding methods. Generally speaking, different systems can use different communication resources to distinguish communication objects. One such channel can only accommodate one user for communication, and many users who communicate at the same time are distinguished from each other in the form of different abstract channels. Site concept. The cellular mobile communication system is a system with multiple abstract channels working simultaneously, and has the characteristics of broadcasting and large-area coverage in the downlink direction. In the radio wave coverage area using the wireless communication environment, how to establish an infinite channel connection between users is a problem to be solved by the multiple access method. The method to solve the multiple access problem is called multiple access technology. Code division multiple access uses a set of orthogonal (or quasi-orthogonal) pseudo-random noise (PN) sequences (referred to as pseudo-random codes) through correlation processing to achieve the function of sharing frequency resources and simultaneous access to the network by multiple users. CDMA uses spread spectrum technology. The concept of spread spectrum technology is to transform the bandwidth of the original information into a much wider noise-like signal. At the transmitting end, the spectrum of the useful signal is broadened after being spread-spectrum processed; at the receiving end, the spectrum of the useful signal is restored to a narrow-band spectrum after being subjected to despreading processing using the correlation of the pseudo code. The wideband unwanted signal is not related to the local pseudocode, so it cannot be despread, and it is still a wideband spectrum; the narrowband unwanted signal is expanded by the local pseudocode into a wideband error. Since the unwanted interference signal is a wideband spectrum and the useful signal is a narrowband spectrum, we can use a narrowband filter to eliminate out-of-band interference levels, so the signal-to-noise ratio in the narrowband is greatly improved.
MIMO CDMA 系统通过在不同的天线上发送相互独立的扩频信号来增加系 统容量, 同一个天线上的信号依靠正交(或准正交) 的伪随机码进行区分。 但由于多天线的引入, 在瑞利衰落信道模型下, CDMA技术中传统的瑞克接 收方案已不再适用, 然而关于在多径信道条件下如何利用 CDMA信号的特性 进行接收的新的方案却一直没有出现。 发明内容 MIMO CDMA systems increase system capacity by sending independent spread-spectrum signals on different antennas. Signals on the same antenna are distinguished by orthogonal (or quasi-orthogonal) pseudo-random codes. However, due to the introduction of multiple antennas, under the Rayleigh fading channel model, the traditional RAKE reception scheme in CDMA technology is no longer applicable. However, a new scheme on how to use the characteristics of CDMA signals for reception under multipath channel conditions is not. Never appeared. Summary of the Invention
本发明的目的在于, 提供一种基于 MIMO CDMA的接收方法, 其利用 MIM0 CDMA 系统在瑞利衰落信道下的特性, 按照最大似然的原则提出了一种不但 适用于单载波的 MIMO CDMA 系统而且对于重叠或不重叠的多载波的接收系 统都适用的接收方案, 使 MIMO CDMA 系统中不同天线不同载波上的传输信 号得到恢复。 本发明为 MIM0和 CDMA这两种技术的结合提供了一种复杂度 不是 4艮高的算法, 为这两种技术的应用提供了条件。  An object of the present invention is to provide a receiving method based on MIMO CDMA, which utilizes the characteristics of a MIM0 CDMA system under a Rayleigh fading channel, and proposes a MIMO CDMA system that is not only suitable for single carriers, but also according to the principle of maximum likelihood. The receiving scheme applicable to overlapping or non-overlapping multi-carrier receiving systems enables the transmission signals on different carriers of different antennas in a MIMO CDMA system to be recovered. The present invention provides an algorithm whose complexity is not high for the combination of two technologies, MIM0 and CDMA, and provides conditions for the application of these two technologies.
本发明的技术方案为: 一种基于 MIMO CDMA的接收方法, 其特征在于, 发射端至少采用两个发射天线发送彼此相互独立的信号;  The technical solution of the present invention is: a receiving method based on MIMO CDMA, characterized in that the transmitting end uses at least two transmitting antennas to send signals independent of each other;
接收端至少采用两个接收天线对发射天线发送的信号进行接收, 并且依 据 MIMO CDMA在瑞利衰落信道下的特性、 按照最大似然准则使发射天线发 送的信号在接收端得到恢复。  The receiving end uses at least two receiving antennas to receive the signal sent by the transmitting antenna, and according to the characteristics of MIMO CDMA under the Rayleigh fading channel, the signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion.
所述的发射端至少采用两个发射天线发送彼此相互独立的信号是指: 发 射端可采用两个以上的发射天线发送信号; 所述的接收端至少采用两个接 收天线对发射天线发送的信号进行接收是指: 接收端可采用两个以上的接 收天线对发射天线发送的信号进行接收。  The transmitting end uses at least two transmitting antennas to send signals independent of each other means that: the transmitting end may use more than two transmitting antennas to send signals; the receiving end uses at least two receiving antennas to send signals to the transmitting antennas Receiving means: The receiving end can use more than two receiving antennas to receive the signals sent by the transmitting antennas.
所述的发射端至少采用两个发射天线发送彼此相互独立的信号是指: 发 射端可采用两个发射天线发送信号; 所述的接收端至少采用两个接收天线 对发射天线发送的信号进行接收是指: 接收端可采用两个接收天线对发射 天线发送的信号进行接收。  The transmitting terminal uses at least two transmitting antennas to send signals independent of each other means that: the transmitting terminal can use two transmitting antennas to send signals; the receiving terminal uses at least two receiving antennas to receive signals sent by the transmitting antennas It means: The receiving end can use two receiving antennas to receive the signal sent by the transmitting antenna.
所述接收端的接收步骤包括:  The receiving step of the receiving end includes:
接收端至少采用两个接收天线对发射天线发送的信号进行接收; 接收端按照 MIMO CDMA在瑞利衰落信道下的特性和码字的理想自相关、 互相关特性得到不同接收天线上收到的不同的分离信号;  The receiving end uses at least two receiving antennas to receive the signals sent by the transmitting antennas; the receiving end obtains the differences received on different receiving antennas according to the characteristics of MIMO CDMA under the Rayleigh fading channel and the ideal autocorrelation and cross-correlation characteristics of the codeword Separation signal
确定各分离信号的合并系数;  Determining the merging coefficient of each separated signal;
按照最大似然准则使发射天线发送的信号在接收端得到恢复。 当采用两个发射天线和两个接收天线时, 所述接收端的接收步骤进一步 包括: The signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion. When two transmitting antennas and two receiving antennas are used, the receiving step of the receiving end further includes:
接收端采用接收天线 1和接收天线 2对发射天线 1和发射天线 2发送的 信号进行接收;  The receiving end uses the receiving antenna 1 and the receiving antenna 2 to receive signals transmitted by the transmitting antenna 1 and the transmitting antenna 2;
设 bl,b2 是两个天线上所发送的相互独立的符号信息, H1,H2,H3,H4 分别是发射天线 1和接收天线 1、 发射天线 2和接收天线 1、 发射天线 1和 接收天线 2、 发射天线 2和接收天线 2之间的信道特性矢量;  Let bl and b2 be independent symbol information transmitted on two antennas, and H1, H2, H3, and H4 are transmitting antenna 1 and receiving antenna 1, transmitting antenna 2 and receiving antenna 1, transmitting antenna 1 and receiving antenna 2 respectively. A channel characteristic vector between the transmitting antenna 2 and the receiving antenna 2;
设 rl和 ΐ2分别是接收天线 1和接收天线 2上接收到的信号; 以 2径 瑞利衰落信道为例,  Let rl and ΐ2 be the signals received on receiving antenna 1 and receiving antenna 2, respectively; Take the 2-path Rayleigh fading channel as an example,
Hl = [hu,hu] , H2 = [h2l,h22], H3 = [h31,h32], H4 = [A41,A42].
Figure imgf000006_0002
Hl = [h u , h u ], H2 = [h 2l , h 22 ], H3 = [h 31 , h 32 ], H4 = [A 41 , A 42 ].
Figure imgf000006_0002
此处, ci 是第 i 个用户的扩频伪随机码, 它在考察范围内具有理想的自相 关和互相关特性, 并且可以得到:
Figure imgf000006_0003
Here, c i is a spread-spectrum pseudo-random code of the i-th user. It has ideal auto-correlation and cross-correlation characteristics within the scope of investigation, and can be obtained:
Figure imgf000006_0003
将上式解扩, 并利用码字的理想自相关和互相关特性得到:
Figure imgf000006_0004
The above formula is despread, and the ideal auto-correlation and cross-correlation characteristics of the codeword are used to obtain:
Figure imgf000006_0004
可以看出, „和 12,Λι和: ^分别是接收天线 1, 接收天线 2上接收到的第 径和第二径分离信号; It can be seen that „and 12 , Λι and: ^ are the first and second diameter separated signals received on the receiving antenna 1, and the receiving antenna 2, respectively;
设 G1和 G2分别是 ^和^的合并系数, 则按照最大似然准则得到: 而按照最大似然准则, 可得到:  Let G1 and G2 be the merging coefficients of ^ and ^, respectively, and then obtain according to the maximum likelihood criterion: and according to the maximum likelihood criterion, obtain:
Figure imgf000006_0001
发射天线发送的信号 bl和 b2在接收端得到恢复。
Figure imgf000006_0001
The signals bl and b2 sent by the transmitting antenna are recovered at the receiving end.
以上步骤可以类推到采用两个以上的发射天线发送信号和采用两个以上 的接收天线对发射天线发送的信号进行接收的 MIMO CDMA 中。 而且, The above steps can be analogized to MIMO CDMA that uses more than two transmitting antennas to send signals and uses more than two receiving antennas to receive signals sent by transmitting antennas. and,
^Π 12 ^2Ι 22的得到并不限于本例中的求逆矩阵, 只要得到分离的多径信 号即可按此方法进行合并。 ^ Π 12 ^ 2I 2 2 is not limited to the inversion matrix in this example, as long as the separated multipath signals are obtained, they can be combined according to this method.
本发明的有益效果为: 本发明是利用 MIMO CDMA 系统在瑞利衰落信道 下的特性, 按照最大似然最大似然准则设计的一种接收方法。 本发明用于 MIMO CDMA 系统, 利用多径信道下, 扩频信号的特性进行分离接收再合并, 是一种运算复杂度不大的方法, 对于 MIMO CDMA 单载波和多载波系统都适 用。 本发明为 MIMO和 CDMA这两种技术的结合提供了一种运算复杂度不是 很高的方法, 为这两种技术的应用提供了条件。 附图说明  The beneficial effects of the present invention are as follows: The present invention is a receiving method designed according to the maximum likelihood maximum likelihood criterion using the characteristics of a MIMO CDMA system under a Rayleigh fading channel. The invention is used in a MIMO CDMA system, and uses the characteristics of spread-spectrum signals in a multipath channel to separate receive and then combine, which is a method with little computational complexity and is applicable to both MIMO CDMA single-carrier and multi-carrier systems. The invention provides a method with low computational complexity for the combination of the two technologies of MIMO and CDMA, and provides conditions for the application of these two technologies. BRIEF DESCRIPTION OF THE DRAWINGS
图 1为 MIMO CDMA系统框图;  Figure 1 is a block diagram of a MIMO CDMA system;
图 2为 MIM0、 多径、 误码率仿真曲线,其中 ML为: 最大似然准则, EGC 为: 等比增益合并。 具体实施方式  Figure 2 shows the simulation curves of MIM0, multipath, and bit error rate, where ML is: Maximum Likelihood Criterion and EGC is: Proportional Gain Merging. detailed description
图 1为 MIMO CDMA系统框图, 其中发射端至少采用两个发射天线发送彼 此相互独立的信号; 接收端至少采用两个接收天线对发射天线发送的信号 进行接收, 并且按照 MIMO CDMA在瑞利衰落信道下的特性、、 最大似然准则 使发射天线发送的信号在接收端得到恢复。  Figure 1 is a block diagram of a MIMO CDMA system, where the transmitting end uses at least two transmitting antennas to send signals independent of each other; the receiving end uses at least two receiving antennas to receive signals sent by the transmitting antennas, and according to MIMO CDMA, the Rayleigh fading channel The characteristics, maximum likelihood criterion make the signal sent by the transmitting antenna recovered at the receiving end.
下面以两个发射天线和两个接收天线为例阐述本发明的计算方法, 其它 情况下, 可以类推。 设 bl, b2是两个天线上所发送的相互独立的符号信息, Hl, H2, H3, H4分别是发射天线 1和接收天线 1、 发射天线 和接收天线 1、 发射天线 1和接收天线 2、 发射天线 2和接收天线 1之间的信道特性矢量。 设 rl和 r2分别是接收天线 1和接收天线 2上接收到的信号。 以 2径瑞利 衰落信道为例: The calculation method of the present invention is described below by taking two transmitting antennas and two receiving antennas as examples. In other cases, the calculation method can be deduced by analogy. Let bl and b2 be independent symbol information transmitted on the two antennas. H1, H2, H3, and H4 are the transmitting antenna 1 and the receiving antenna 1, the transmitting antenna and the receiving antenna 1, the transmitting antenna 1 and the receiving antenna 2, respectively. Channel characteristic vector between transmitting antenna 2 and receiving antenna 1. Let rl and r2 be the signals received on receiving antenna 1 and receiving antenna 2, respectively. Take 2 trails Rayleigh An example of a fading channel:
Hl = [hn,h12] , H2^[h2l,h22], H3 = lhzl,hnl H4 = [h4l,hJ.
Figure imgf000008_0001
Figure imgf000008_0005
Hl = [h n , h 12 ], H2 ^ [h 2l , h 22 ], H3 = lh zl , h n l H4 = [h 4l , hJ.
Figure imgf000008_0001
Figure imgf000008_0005
此处, C, 是第 i个用户的扩频伪随机码, 它在考察范围内具有理想的自相 关和互相关特性, 即: Here, C is a spread-spectrum pseudo-random code of the i-th user, which has ideal auto-correlation and cross-correlation characteristics in the scope of investigation, that is:
f常数 il = i2  f constant il = i2
R 冬  R winter
o zi≠ 寻 式(l)两边同乘以 2ι  o zi ≠ find (l) multiply both sides by 2ι
Figure imgf000008_0006
Figure imgf000008_0002
Figure imgf000008_0006
Figure imgf000008_0002
将上式解扩, 并利用码字的理想自相关和互相关特性得
Figure imgf000008_0007
Figure imgf000008_0008
Figure imgf000008_0003
Figure imgf000008_0009
The above formula is despread, and the ideal auto-correlation and cross-correlation characteristics of the codeword are used to obtain
Figure imgf000008_0007
Figure imgf000008_0008
Figure imgf000008_0003
Figure imgf000008_0009
可以看出, „和;12, 21和: ^分别是接收天线 1, 接收天线 2 上接收到的第一 径和第二径分离信号。 It can be seen that, and; 12 ; 21 and: ^ are the first and second diameter separated signals received on the receiving antenna 1, and the receiving antenna 2, respectively.
而按照最大似然准则: = yn +y12 And according to the maximum likelihood criterion: = y n + y 12
Figure imgf000008_0004
则可得到:
Figure imgf000008_0004
You get:
Figure imgf000009_0001
Figure imgf000009_0001
图 2给出了一些仿真特性曲线。 图中还给出了等比增益合并 (EGC)的曲线。 Figure 2 shows some simulation characteristics. The figure also shows the curve of proportional gain combining (EGC).
本发明用于 MIMO CDMA 系统, 利用多径信道下, 扩频信号的特性进行 分离接收, 是一种运算复杂度不大的算法, 对于 MIMO CDMA 单载波和多载 波系统都适用。 本发明为 MIM0和 CDMA这两种技术的结合提供了一种复杂 度不是很高的算法, 为这两种技术的应用提供了条件。  The invention is used in a MIMO CDMA system and uses the characteristics of a spread spectrum signal to receive separately in a multipath channel. It is an algorithm with little computational complexity and is applicable to both MIMO CDMA single-carrier and multi-carrier systems. The invention provides a low complexity algorithm for the combination of the two technologies of MIM0 and CDMA, and provides conditions for the application of these two technologies.
上述具体实施方式仅用于说明本发明, 而非用于限定本发明。  The above specific embodiments are only used to illustrate the present invention, but not intended to limit the present invention.

Claims

权 利 要 求 Rights request
1. 一种基于 MIMO CDMA的接收方法, 其特征在于, 发射端至少采用两 个发射天线发送彼此相互独立的信号; 1. A receiving method based on MIMO CDMA, characterized in that the transmitting end uses at least two transmitting antennas to send signals independent of each other;
接收端至少采用两个接收天线对发射天线发送的信号进行接收, 并且 按照 MIMO CDMA 在瑞利衰落信道下的特性、 最大似然准则使发射天线发送 的信号在接收端得到恢复。  The receiving end uses at least two receiving antennas to receive the signals sent by the transmitting antennas, and restores the signals sent by the transmitting antennas at the receiving end according to the characteristics of MIMO CDMA under the Rayleigh fading channel and the maximum likelihood criterion.
2. 根据权利要求 1所述的方法, 其特征在于, 所述的发射端至少采用 两个发射天线发送彼此相互独立的信号是指: 发射端可采用两个以上的发 射天线发送信号;  2. The method according to claim 1, wherein the transmitting end uses at least two transmitting antennas to send signals independent of each other, which means: the transmitting end can use more than two transmitting antennas to send signals;
所述的接收端至少采用两个接收天线对发射天线发送的信号进行接收 是指: 接收端可采用两个以上的接收天线对发射天线发送的信号进行分离 接收。  The receiving end uses at least two receiving antennas to receive signals sent by the transmitting antennas means that the receiving end may use more than two receiving antennas to separate and receive signals sent by the transmitting antennas.
3. 根据权利要求 1所述的方法, 其特征在于, 所述的发射端至少采用 两个发射天线发送彼此相互独立的信号是指: 发射端可采用两个发射天线 发送信号;  3. The method according to claim 1, wherein the transmitting end uses at least two transmitting antennas to send signals independent of each other, which means: the transmitting end can use two transmitting antennas to send signals;
所述的接收端至少采用两个接收天线对发射天线发送的信号进行接收 是指: 接收端可釆用两个接收天线对发射天线发送的信号进行分离接收。  The receiving end uses at least two receiving antennas to receive signals sent by the transmitting antennas means that the receiving end can use two receiving antennas to separate and receive signals sent by the transmitting antennas.
4. 根据权利要求 1所述的方法, 其特征在于, 所述接收端的接收步骤 包括:  4. The method according to claim 1, wherein the receiving step of the receiving end comprises:
接收端至少采用两个接收天线对发射天线发送的信号进行接收; 接收端按照 MIMO CDMA在瑞利衰落信道下的特性和码字的理想自相关、 互相关特性得到不同接收天线上收到的不同的分离信号;  The receiving end uses at least two receiving antennas to receive the signals sent by the transmitting antennas; the receiving end obtains the differences received on different receiving antennas according to the characteristics of MIMO CDMA under the Rayleigh fading channel and the ideal autocorrelation and cross-correlation characteristics of the codeword. Separation signal
确定各分离信号的合并系数;  Determining the merging coefficient of each separated signal;
按照最大似然准则使发射天线发送的信号在接收端得到恢复。 The signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion.
5. 根据权利要求 2所述的方法, 其特征在于, 所述接收端的接收步骤 包括: 5. The method according to claim 2, wherein the receiving step of the receiving end comprises:
接收端至少采用两个接收天线对发射天线发送的信号进行接收; 接收端按照 MIMO CDMA在瑞利衰落信道下的特性和码字的理想自相关、 互相关特性得到不同接收天线上收到的不同的分离信号;  The receiving end uses at least two receiving antennas to receive the signals sent by the transmitting antennas; the receiving end obtains the differences received on different receiving antennas according to the characteristics of MIMO CDMA under the Rayleigh fading channel and the ideal autocorrelation and cross-correlation characteristics of the codeword. Separation signal
确定各分离信号的合并系数;  Determining the merging coefficient of each separated signal;
按照最大似然准则使发射天线发送的信号在接收端得到恢复。  The signal sent by the transmitting antenna is recovered at the receiving end according to the maximum likelihood criterion.
6. 根据权利要求 3所述的方法, 其特征在于, 所述接收端的接收步骤 进一步包括:  6. The method according to claim 3, wherein the receiving step of the receiving end further comprises:
接收端采用接收天线 1和接收天线 2对发射天线 1和发射天线 2发送 的信号进行接收;  The receiving end uses receiving antenna 1 and receiving antenna 2 to receive signals sent by transmitting antenna 1 and transmitting antenna 2;
设 bl, b2 是两个天线上所发送的相互独立的符号信息, H1, H2, H3, H4 分别是发射天线 1和接收天线 1、 发射天线 2和接收天线 1、 发射天线 1和 接收天线 2、 发射天线 2和接收天线 2之间的信道特性矢量;  Let bl and b2 be independent symbol information transmitted on the two antennas, and H1, H2, H3, and H4 are the transmitting antenna 1 and the receiving antenna 1, the transmitting antenna 2 and the receiving antenna 1, and the transmitting antenna 1 and the receiving antenna 2 respectively. A channel characteristic vector between the transmitting antenna 2 and the receiving antenna 2;
设 rl和 r2分别是接收天线 1和接收天线 2上接收到的信号; 在 2径 瑞利衰落信道中,  Let rl and r2 be the signals received on receiving antenna 1 and receiving antenna 2, respectively; In a 2-path Rayleigh fading channel,
Hl = [h ,h1
Figure imgf000011_0002
Figure imgf000011_0001
Hl = [h, h 1
Figure imgf000011_0002
Figure imgf000011_0001
此处, 是第 i 个用户的扩频伪随机码, 它在考察范围内具有理想的 自相关和互相关特性, 并且可以得到:
Figure imgf000011_0003
Here, it is the spreading pseudo-random code of the i-th user, which has ideal auto-correlation and cross-correlation characteristics in the survey range, and can be obtained:
Figure imgf000011_0003
将上式解扩, 并利用码字的理想自相关和互相关特性得到:
Figure imgf000011_0004
The above formula is despread, and the ideal auto-correlation and cross-correlation characteristics of the codeword are used to obtain:
Figure imgf000011_0004
可以看出, :„和:^ j21和:^分别是接收天线 1 , 接收天线 2 上接收到的 第一径和第二径分离信号; It can be seen that: „and: ^ j 21 and: ^ are received on the receiving antenna 1 and the receiving antenna 2 respectively. The first and second paths separate signals;
而按照最大似然准则, 可得到:
Figure imgf000012_0001
According to the maximum likelihood criterion, we get:
Figure imgf000012_0001
°2一 * 2 * 2 * 2 * 发射天线发送的信号 Μ和 b2在接收端得到恢复。  ° 2-* 2 * 2 * 2 * The signals M and b2 sent by the transmitting antenna are recovered at the receiving end.
7. 根据权利要求 6所述的方法, 其步骤可以类推到采用两个以上的发 射天线发送信号和采用两个以上的接收天线对发射天线发送的信号进行接 收的 MIMO CDMA中。  7. The method according to claim 6, wherein the steps can be analogized to MIMO CDMA using two or more transmitting antennas to transmit signals and using two or more receiving antennas to receive signals transmitted by the transmitting antennas.
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CN101938338B (en) * 2010-09-30 2012-12-05 哈尔滨工业大学 Two-dimensional block spread spectrum system-based multi-user MIMO spatial multiplexing system
CN101951278B (en) * 2010-09-30 2013-03-27 哈尔滨工业大学 Method for inhibiting residual multi-user interference in two-dimensional block spread spectrum system based on parallel interference cancellation and iterative detection
CN101944933B (en) * 2010-09-30 2013-04-24 哈尔滨工业大学 Method for suppressing residual multi-user interference in 2-dimensional block spread spectrum system based on 2-dimensional minimum mean square error detection algorithm
CN101951277B (en) * 2010-09-30 2013-06-05 哈尔滨工业大学 Method for suppressing residual multi-user interference in two-dimensional block spread spectrum system based on maximum likelihood detection
CN101951309A (en) * 2010-10-18 2011-01-19 哈尔滨工业大学 Multi-user cooperation virtual 4-antenna time circulation delayed transmission diversity system based on two-dimensional block spread spectrum (SPSP) technology

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