CN1964217B - Multi-carrier MIMO system and its communication method - Google Patents
Multi-carrier MIMO system and its communication method Download PDFInfo
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Abstract
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技术领域 technical field
本发明涉及到使用多输入多输出天线系统的无线通信技术,特别是涉及一种多载波MIMO通信系统及其通信方法。The present invention relates to a wireless communication technology using a multiple-input multiple-output antenna system, in particular to a multi-carrier MIMO communication system and a communication method thereof.
背景技术 Background technique
未来的无线通信系统需要支持非常高速率的数据业务,比如说视频会议、视频点播、交互视游戏等等。根据ITU-R M1645文件中提到的要求:高速无线业务(High Mobility),需要支持最高到100Mbps的速率,而对于低速(LowMobility)或者固定无线(Fixed Wireless)业务,更需要达到1Gbps的速率。Future wireless communication systems need to support very high-speed data services, such as video conferencing, video on demand, interactive video games, and so on. According to the requirements mentioned in the ITU-R M1645 document: high-speed wireless services (High Mobility) need to support a rate of up to 100Mbps, and for low-speed (Low Mobility) or fixed wireless (Fixed Wireless) services, it is necessary to reach a rate of 1Gbps.
无线通信中一个信道的速率等于该信道的频谱带宽与其所应用技术的频谱效率的乘积。为了提高速率,需要提高它的频谱带宽或者所应用技术的频谱效率。然而,频率资源是有限的,所以不可能无限制地通过增加频谱带宽来增加通信速率,最好方法是增大所应用技术的频谱效率。The rate of a channel in wireless communication is equal to the product of the spectral bandwidth of the channel and the spectral efficiency of the applied technology. In order to increase the rate, it needs to increase its spectral bandwidth or the spectral efficiency of the applied technology. However, frequency resources are limited, so it is impossible to increase the communication rate by increasing the spectrum bandwidth without limit. The best way is to increase the spectrum efficiency of the applied technology.
通常,可以通过两个途径来提高频谱效率。一种途径是通过物理层的技术如先进的编码技术、信号处理技术等来提高链路级的频谱效率。另一种途径是通过高层的控制达到更灵活的资源分配来实现系统级的频谱效率。多输入多输出技术(Multiple Input Multiple Output,MIMO)和基于信道用户调度方法(Channel-Aware User Scheduling)是相应的两种实现该目标的方法。随机波束成形是用来改善用户调度系统性能的一种方法,其可以比较有效地将这两个不同协议层的方法进行联合,从而实现系统性能的最优化。然而,现代的通信系统都基于蜂窝结构,基本的通信模式是蜂窝中的一个基站同时为很多个用户(Mobile Station,MS)提供服务,这就涉及到多用户的接入问题-多址方式(Multiple Access)。传统的接入方式有FDMA、TDMA以及CDMA,它们都是基于电路交换(Circuit Switch)原则的,即每个用户都给分配了一个固定的频带(FDMA)、时隙(TDMA)或扩频码(CDMA)。Generally, spectral efficiency can be improved in two ways. One approach is to improve the spectral efficiency of the link level through physical layer technologies such as advanced coding technology and signal processing technology. Another approach is to achieve system-level spectral efficiency through more flexible resource allocation through high-level control. Multiple Input Multiple Output (MIMO) and Channel-Aware User Scheduling (Channel-Aware User Scheduling) are two corresponding methods to achieve this goal. Random beamforming is a method used to improve the performance of the user scheduling system, which can effectively combine the methods of these two different protocol layers, so as to realize the optimization of system performance. However, modern communication systems are all based on the cellular structure, and the basic communication mode is that a base station in the cellular provides services for many users (Mobile Station, MS) at the same time, which involves the access problem of multiple users-multiple access mode ( Multiple Access). Traditional access methods include FDMA, TDMA and CDMA, all of which are based on the principle of circuit switching (Circuit Switch), that is, each user is assigned a fixed frequency band (FDMA), time slot (TDMA) or spreading code (CDMA).
以GSM为例,基站在一条200K的信道内以固定时隙分配的方法把一个帧的8个时隙分配给8个用户进行通信。这种方法的优点就是可以保证通信业务的时延特性,比较适合于语音通信这类对时延比较敏感的业务。其缺点是固定资源分配没有考虑到用户通信时的无线信道状况。由于无线信道的变化非常大,如果用户在其信道处于深衰落的时候分配到了信道的话,将导致系统性能的损失。Taking GSM as an example, the base station allocates 8 time slots in a frame to 8 users for communication in a 200K channel by means of fixed time slot allocation. The advantage of this method is that it can guarantee the delay characteristics of communication services, and is more suitable for services that are sensitive to delay such as voice communication. Its disadvantage is that the fixed resource allocation does not take into account the wireless channel conditions when users communicate. Since the wireless channel varies greatly, if the user is assigned to a channel when its channel is in deep fading, it will lead to loss of system performance.
未来的通信系统将以数据业务为主,对时延的要求不是太严格。这样的话可以采用分组交换(Packet Switch)的多址方式。采用分组交换时,基站需要实时地把信道分配给不同的用户,这里叫作用户调度(User Scheduling)。目前有两种最基本的用户调度方法被应用到无线通信系统中。一种是循环(Round Robin)调度,即信道通过循环的方式分配给所有的用户。这种方法的效果和电路交换一样,保证了时延特性和用户间的公平性,但没有提高性能。另一种用户调度技术是信道感知调度(Channel-aware Scheduling),其可以根据用户的信道衰落情况hk(单天线系统中,它是一个复数标量),动态地将当前信道的使用权分配给具有最大载波干扰比(可以简单的认为是max|hk|)的用户。这样的话,系统的性能可以得到很大的提高。通过最大载干比调度得到的性能增益叫作多用户分集(Multiuser Diversity)。Future communication systems will be dominated by data services, and the requirements for delay are not too strict. In this case, the multi-access mode of packet switching (Packet Switch) can be adopted. When packet switching is used, the base station needs to allocate channels to different users in real time, which is called user scheduling (User Scheduling) here. Currently, there are two basic user scheduling methods that are applied to wireless communication systems. One is round robin scheduling, that is, channels are allocated to all users in a round robin manner. The effect of this method is the same as that of circuit switching, which ensures the delay characteristics and fairness among users, but does not improve performance. Another user scheduling technique is Channel-aware Scheduling, which can dynamically assign the current channel usage right to The user with the largest carrier-to-interference ratio (which can be simply considered as max|h k |). In this case, the performance of the system can be greatly improved. The performance gain obtained by scheduling with the maximum carrier-to-interference ratio is called multiuser diversity (Multiuser Diversity).
但是,由于信道感知调度是根据信道的状况来决定公共信道的分配,其对信道状况的依赖性比较大。这样,在一些特殊的信道状况下,系统的性能就会有显著的下降。However, since channel-aware scheduling determines the allocation of common channels according to channel conditions, its dependence on channel conditions is relatively large. In this way, under some special channel conditions, the performance of the system will drop significantly.
图1(a)和1(b)给出了当基站(发送端)具有一根发送天线并且具有两个用户(接收端)时的系统结构图。在该系统中,信道感知调度是根据信道的状况来决定公共信道的分配。Figures 1(a) and 1(b) show the system structure when the base station (transmitter) has one transmit antenna and has two users (receiver). In this system, channel-aware scheduling determines the allocation of common channels according to channel conditions.
在图2中,(a)表示在信道状况良好时信道增益的状况;(b)表示信道中存在视线路径(Line of Sight,LoS)时信道增益的状况;(c)表示系统处于慢衰减时信道增益的状况。In Figure 2, (a) shows the channel gain when the channel is in good condition; (b) shows the channel gain when there is a Line of Sight (LoS) in the channel; (c) shows the system is in slow fading The condition of the channel gain.
在图2中,曲线1表示用户1的随时间变化的信道增益曲线,曲线2表示用户2的随时间变化的信道增益曲线,虚线表示当前系统随时间变化的平均信道增益曲线。从(a)中可以看出,在不同的时刻,系统根据用户1和用户2的信道增益来决定公共信道的分配,即在0-t1时段分配给用户1、t1-t2时段分配给用户2等等,分别在时间轴上用“1”、“2”表示。最后,系统的信道增益则是曲线1和曲线2的上包络,求其平均得到虚线所示的系统平均信道增益曲线。In FIG. 2 , curve 1 represents the time-varying channel gain curve of user 1,
比较(a)和(b)可以得知,当信道中存在一个视线路径时,由于该视线路径将减小信道系数的波动,其导致可实现的系统平均信道增益降低。并且,从(b)和(c)中可以看出(括号所指示的时段),当系统衰落比较慢时,传输时延就会比较大。Comparing (a) and (b), it can be seen that when there is a line-of-sight path in the channel, since the line-of-sight path will reduce the fluctuation of the channel coefficient, it will lead to a decrease in the achievable average channel gain of the system. And, it can be seen from (b) and (c) (period indicated by brackets), when the system fading is relatively slow, the transmission delay will be relatively large.
为解决这个问题,P.Viswanath、D.N.C.Tse以及R.Laroia等人提出了一种解决方法(参阅“Opportunistic beamforming using dumb Anntennas”,IEEETrans.Infor.Theory,Vol.48,No.6,pp.1277-1294.June.2002,下称“参考文献1”)。To solve this problem, P.Viswanath, D.N.C.Tse and R.Laroia et al. proposed a solution (see "Opportunistic beamforming using dumb Anntennas", IEEETrans.Infor.Theory, Vol.48, No.6, pp.1277 -1294.June.2002, hereinafter "Reference 1").
在该方法中,假设基站安装有nT根天线,并且每个用户是一根接收天线的话,用户的信道是一个向量在发射前,将数据信号乘上一个nT维随机复数向量然后,将该数据信号从所有的nT根天线发射出去。这时,每个用户检测到信道增益实际上是一个结合了真实信道和发射向量的等效信道增益每个用户把其检测到的等效信道增益反馈给基站,进而,基站将信道分配给具有最大等效信道增益的用户。In this method, assuming that the base station is equipped with n T antennas, and each user is a receiving antenna, the user's channel is a vector Before transmission, the data signal is multiplied by a vector of n T- dimensional random complex numbers Then, the data signal is transmitted from all n T antennas. At this time, the channel gain detected by each user is actually an equivalent channel gain that combines the real channel and the transmit vector Each user feeds back the detected equivalent channel gain to the base station, and then the base station allocates the channel to the user with the largest equivalent channel gain.
例如,在图1a和图1b中,具有最大等效增益的用户正好位于由发射向量hk形成的发射波束的主瓣内。这样的话,通过改变随机复数向量W,就可以改变等效信道增益的统计特性(例如相关特性、时变特性等),使其满足用户调度的要求。For example, in Figures 1a and 1b, the user with the largest equivalent gain is located exactly within the main lobe of the transmit beam formed by the transmit vector hk . In this way, by changing the random complex vector W, the statistical characteristics of the equivalent channel gain (such as correlation characteristics, time-varying characteristics, etc.) can be changed to meet the requirements of user scheduling.
系统的性能在很大程度上也取决于随机向量的概率分布密度函数fpdf(w)。上述方法是在窄带系统中,平坦衰落信道情况下给出的。然而,目前的系统通常为宽带系统,有很强的频率选择性衰落,因此直接采用上述方法不可能形成某个方向上的波束。同时,根据多载波调制技术,信号带宽可以被分成很多子载波,每个子载波会经历一个平坦衰落信道。这样的话,针对每个子载波可以实现随机波束成形。用户可以通过测量在每个子载波上的等效信道增益来竞争每个子载波。The performance of the system also largely depends on the probability distribution density function f pdf (w) of the random vector. The above method is given in the case of a flat fading channel in a narrowband system. However, the current system is usually a broadband system with strong frequency selective fading, so it is impossible to form a beam in a certain direction by directly using the above method. Meanwhile, according to the multi-carrier modulation technique, the signal bandwidth can be divided into many sub-carriers, and each sub-carrier will experience a flat fading channel. In this way, random beamforming can be achieved for each subcarrier. Users can compete for each subcarrier by measuring the equivalent channel gain on each subcarrier.
图3给出了这种情况下发送端的信号处理的示意图。可以看到,每个子载波上的数据di都要乘上一个随机产生的向量wn,n=1,...,Nc形成输入到不同天线的频域信号。不同天线上的频域信号再经过IFFT形成时域信号。该时域信号在加上循环前缀后通过相应的天线发射出去。从图3上我们可以看到,对这个系统,一共需要产生Nc个nT维的随机向量,并且需要进行nT次IFFT。这将产生以下几个问题:FIG. 3 shows a schematic diagram of signal processing at the sending end in this case. It can be seen that the data d i on each subcarrier must be multiplied by a randomly generated vector w n , n=1, . . . , Nc to form frequency domain signals input to different antennas. Frequency domain signals on different antennas are then processed by IFFT to form time domain signals. The time-domain signal is transmitted through a corresponding antenna after being added with a cyclic prefix. From Figure 3, we can see that for this system, a total of Nc nT -dimensional random vectors need to be generated, and nT IFFTs need to be performed. This creates several problems:
1.随机数的产生一般通过一些伪随机的方法。并且这里需要的都是一些具有时间相关特性的随机序列。产生这么多的随机数需要很多相应的伪随机发生器,导致硬件资源的增加或者算法复杂度的提高;1. Random numbers are generally generated through some pseudo-random methods. And what is needed here are some random sequences with time-correlated properties. Generating so many random numbers requires many corresponding pseudo-random generators, resulting in an increase in hardware resources or an increase in algorithm complexity;
2.这个系统的性能应该取决于所有随机向量的联合概率密度函数fpdf(w1,...,wNc)。原则上,这个函数是有一定的优化空间的,但去有目的的优化有非常多变量的函数,在数学上有非常大的难度;2. The performance of this system should depend on the joint probability density function f pdf (w 1 , . . . , w Nc ) of all random vectors. In principle, this function has a certain room for optimization, but it is very difficult in mathematics to optimize a function with many variables purposefully;
3.这个方案需要和发送天线数一样多的IFFT的次数,算法的复杂度是o(nT·Nc·LogNc),比较高。3. This solution requires as many IFFT times as the number of transmitting antennas, and the complexity of the algorithm is o(n T · Nc · LogNc), which is relatively high.
因此,需要提供一种能够克服上述缺点的通信系统及其通信方法。Therefore, it is necessary to provide a communication system and a communication method that can overcome the above disadvantages.
发明内容 Contents of the invention
本发明的目的在于,提供一种多载波MIMO通信系统。The purpose of the present invention is to provide a multi-carrier MIMO communication system.
本发明的另一目的在于,提供一种用于上述多载波MIMO通信系统的通信方法。Another object of the present invention is to provide a communication method for the above multi-carrier MIMO communication system.
根据本发明的第一方面,本发明多载波MIMO通信系统,其包括用于发送至少具有信道估计信号和用户数据的数据帧的发送端,以及用于接收发送端发送的数据帧、产生相应的反馈信号并还原用户数据的至少一接收端。其中,该发送端包括:双工器组和位于其上的发送天线,用于发送数据帧,并接收来自接收端的反馈信号;多载波MIMO调度器,用于根据该反馈信号产生调度信息;多载波MIMO数据处理器,用于根据调度信息选择需要调度的用户,并将所选择用户的数据形成对应的多载波发射信号。该接收端包括:双工器组以及位于其上的接收天线,用于接收来自发送端的数据帧,并发送用户反馈信息;多载波接收信号处理器,用于根据数据帧产生用户反馈数据和还原用户数据;反馈信息处理器,用于将用户反馈信息转化成反馈信号。According to the first aspect of the present invention, the multi-carrier MIMO communication system of the present invention includes a sending end for sending data frames having at least channel estimation signals and user data, and for receiving data frames sent by the sending end and generating corresponding Feedback signal and restore at least one receiver of user data. Wherein, the sending end includes: a duplexer group and a sending antenna located thereon, for sending data frames and receiving feedback signals from the receiving end; a multi-carrier MIMO scheduler, for generating scheduling information according to the feedback signals; The carrier MIMO data processor is configured to select users to be scheduled according to the scheduling information, and form the data of the selected users into corresponding multi-carrier transmission signals. The receiving end includes: a duplexer group and a receiving antenna on it, which are used to receive data frames from the sending end and send user feedback information; a multi-carrier receiving signal processor is used to generate user feedback data and restore data according to the data frame User data; a feedback information processor, configured to convert user feedback information into feedback signals.
根据本发明第二方面,本发明多载波MIMO通信系统的通信方法,其包括以下步骤:According to the second aspect of the present invention, the communication method of the multi-carrier MIMO communication system of the present invention includes the following steps:
(a)在接收端,根据发送端的发送天线与接收端的接收天线之间的信道衰落状况产生反馈信号,并将该反馈信号反馈给发送端;(a) at the receiving end, generate a feedback signal according to the channel fading condition between the transmitting antenna of the transmitting end and the receiving antenna of the receiving end, and feed back the feedback signal to the transmitting end;
(b)在发送端,接收该反馈信号,根据该反馈信号产生调度信息;(b) at the sending end, receiving the feedback signal, and generating scheduling information according to the feedback signal;
(c)在发送端,根据调度信息将所调度用户的数据形成对应的多载波发射信号,通过对应的发送天线将该多载波发送信号发送出去;以及(c) At the sending end, according to the scheduling information, the data of the scheduled user is formed into a corresponding multi-carrier transmission signal, and the multi-carrier transmission signal is sent through the corresponding transmission antenna; and
(d)在接收端,根据接收的发射波束还原用户数据。(d) At the receiving end, restore the user data according to the received transmit beam.
与现有技术相比,本发明的多载波MIMO通信系统及其通信方法所提供的信道容量高于现有的多载波MIMO通信方法所能提供的信道容量。除此之外,本发明的多载波MIMO通信系统由于采用了一种新的多载波波束成形器和随机向量产生器,其可以克服现有现有多载波MIMO通信系统需要很多伪随机发生器来产生大量随机数的缺点,同时可以优化随机向量的联合概率密度函数,并且算法的复杂度也较低。Compared with the prior art, the channel capacity provided by the multi-carrier MIMO communication system and the communication method thereof of the present invention is higher than that provided by the existing multi-carrier MIMO communication method. In addition, since the multi-carrier MIMO communication system of the present invention adopts a new multi-carrier beamformer and a random vector generator, it can overcome that the existing multi-carrier MIMO communication system requires a lot of pseudo-random generators The disadvantage of generating a large number of random numbers, at the same time, the joint probability density function of the random vector can be optimized, and the complexity of the algorithm is also low.
附图说明 Description of drawings
为进一步解释本发明,请参考以下描述的附图:For further explanation of the present invention, please refer to the accompanying drawings described below:
图1(a)和(b)为当基站具有一根发送天线并且具有两个用户时的系统结构图。Fig. 1 (a) and (b) are system structure diagrams when the base station has one transmitting antenna and two users.
图2(a)为表示在信道状况良好时信道增益的状况;(b)表示信道中存在视线路径时信道增益的状况;(c)表示系统处于慢衰减时信道增益的状况。Fig. 2 (a) shows the situation of channel gain when the channel condition is good; (b) shows the situation of channel gain when there is line-of-sight path in the channel; (c) shows the situation of channel gain when the system is in slow fading.
图3为传统MIMO系统中实现多载波随机波束成形的装置的示意图。FIG. 3 is a schematic diagram of an apparatus for implementing multi-carrier random beamforming in a traditional MIMO system.
图4为本发明基于随机发射波束成形的多载波MIMO通信系统的框架图。FIG. 4 is a frame diagram of a multi-carrier MIMO communication system based on random transmit beamforming according to the present invention.
图5为图4所示的多载波MIMO通信系统的用户调度的流程图。FIG. 5 is a flowchart of user scheduling in the multi-carrier MIMO communication system shown in FIG. 4 .
图6为本发明多载波MIMO通信系统所采用的帧结构的示意图。FIG. 6 is a schematic diagram of a frame structure adopted by the multi-carrier MIMO communication system of the present invention.
图7进一步描述了本发明的MIMO通信系统的发送端10的结构示意图。FIG. 7 further illustrates a schematic structural diagram of the transmitting
图8为图7所示的多载波波束成形器114的具体结构图。FIG. 8 is a specific structural diagram of the multi-carrier beamformer 114 shown in FIG. 7 .
图9为发送端10的发送射频链路组的结构示意图。FIG. 9 is a schematic structural diagram of a transmitting radio frequency link group of the transmitting
图10为本发明发送端10的双工器组130的示意图。FIG. 10 is a schematic diagram of the
图11进一步描述了本发明的MIMO通信系统的接收端20的结构示意图。FIG. 11 further illustrates a schematic structural diagram of the receiving
图12至图14为实际信道状况下不同调度方法的性能比较图。12 to 14 are performance comparison diagrams of different scheduling methods under actual channel conditions.
具体实施方式 Detailed ways
下面就结合附图描述本发明。The present invention will be described below in conjunction with the accompanying drawings.
图4为本发明多载波MIMO通信系统的框架图,其中,该MIMO通信系统包括一发送端10(基站)以及多个接收端20(用户)。图5为图4所示MIMO通信系统的用户调度的流程图。图6为本发明多载波MIMO通信系统所采用的帧结构的示意图。FIG. 4 is a frame diagram of a multi-carrier MIMO communication system according to the present invention, wherein the MIMO communication system includes a transmitting end 10 (base station) and multiple receiving ends 20 (users). FIG. 5 is a flowchart of user scheduling in the MIMO communication system shown in FIG. 4 . FIG. 6 is a schematic diagram of a frame structure adopted by the multi-carrier MIMO communication system of the present invention.
如图4-6所示,发送端10具有多载波MIMO数据处理器110、多载波MIMO调度器120、双工器组130以及nT根发送天线。每个接收端20具有多载波接收信号处理器210、反馈信息处理器220、双工器组230以及nR根接收天线。其中,每个接收端20的接收天线数量可以不同。该帧结构包括:信道估计时隙、信道反馈时隙以及数据传输时隙,并且可以根据系统需求设置其他的时隙,这里是为了方便说明而简化。As shown in FIGS. 4-6 , the transmitting
调度信息获取过程Scheduling Information Acquisition Process
从图6中可以看出,发送端10在发送用户数据信号之前,首先会通过双工器组130自nT根发送天线以发射波束的形式,向接收端20发送信道估计信号。It can be seen from FIG. 6 that before transmitting user data signals, the transmitting
假设发送端10的发送信号是一个nT维的复数向量每个接收端20接收到的是一个nR维的复数向量发送端10和接收端20之间存在一个nR×nT维的信道衰落矩阵:Assume that the signal sent by the
其中,表示发送端10第i根发送天线和接收端20第j根天线之间的信道传输特性(其中k表示第k个用户)。in, Indicates the channel transmission characteristics between the i-th transmitting antenna at the transmitting
则,系统的传递函数可以表示为:Then, the transfer function of the system can be expressed as:
yk=Hkxk+μk y k =H k x k +μ k
(2) (2)
k=1,...,Kk=1,...,K
其中是一个nR维的复数向量,代表接收端20的白噪声。in is an n R -dimensional complex vector, representing the white noise at the receiving
这样,对于每个接收端20,其知道确切的信道衰落状况,该信道衰落状况实际上结合了真实信道衰落状况和发送端的随机复数向量。根据该信道衰落状况,每个接收端20通过多载波接收信号处理器210可以对其进行处理,从而获得用户反馈信息,并将其传送给反馈信息处理器220。In this way, for each receiving
反馈信息处理器220将接收到的用户信息进行处理,将其转化成适合MIMO通信系统的反馈信号(射频信号)。该反馈信号通过接收端20的天线经反馈信道反馈给发送端10。The
发送端10的天线接收该反馈信号后,将其传送到多载波MIMO调度器120。多载波MIMO调度器120根据该信号产生调度信息,并利用所产生的调度信息控制多载波MIMO数据处理器110的操作,从而使MIMO通信系统达到最大系统容量时的调度状态。即,根据调度信息进行最优化的用户调度。After receiving the feedback signal, the antenna of the transmitting
上述获得信道衰落状况的方法是通过利用信道估计信号(即导频信号)而进行,其在数据帧中插入信道估计信号,接收端20根据该信道估计信号获得发送端10与接收端20之间的信道衰落状况,进一步由多载波接收信号处理器210对信道衰落状况处理后所获得用户反馈信息。The above-mentioned method for obtaining channel fading conditions is performed by using a channel estimation signal (ie, a pilot signal), which inserts a channel estimation signal into a data frame, and the receiving
然而,本发明中也可以利用信道盲估计方式获得信道衰落状况。即,数据帧中不需要设置信道估计时隙,接收端20在接收到发送端10发送的数据同时,通过信道盲估计获得信道衰落状况,然后由多载波接收信号处理器210对信道衰落状况处理后所获得用户反馈信息。此时可以避免信道估计信号的插入所造成的频谱资源的浪费。However, in the present invention, channel fading conditions can also be obtained by using channel blind estimation. That is, there is no need to set a channel estimation time slot in the data frame, and the receiving
图7进一步描述了本发明的MIMO通信系统的发送端10的结构示意图。图8为图7所示的多载波波束成形器114的一种具体结构图。图9为发送端10的发送射频链路组的结构示意图,图10为本发明发送端10的双工器组130的示意图。图11进一步描述了本发明的MIMO通信系统的接收端20的结构示意图。在图7和图11中采用分层时空信号处理方式进行MIMO通信的描述。对于信号处理而言,同样可以采取其他现有技术所揭示的信号处理方法和装置来执行,例如空时编码方式。FIG. 7 further illustrates a schematic structural diagram of the transmitting
用户数据发送/接收以及调度过程User data transmission/reception and scheduling process
发送端10
在图7中,该发送端10包括多载波MIMO数据处理器110、多载波MIMO调度器120、双工器组130以及nT根发送天线。In FIG. 7 , the transmitting
该多载波MIMO调度器120包括接收射频链路组123、MIMO接收信号处理器122以及调度器121。其中,接收射频链路组123具有与发送天线对应数量的接收射频链路,用于将接收到的反馈信号转化为相应的码流。MIMO接收信号处理器122将该转化的码流进行空时信号处理,获得相应的调度信息,该调度信息包括:所要调度的用户、每个用户所支持的码流、发送每个码流的指定子载波上的指定发射波束。调度器121利用该调度信息控制多载波MIMO数据处理器110的信号处理。The
该多载波MIMO数据处理器110包括用户选择器111,多个并行排列的分流器112,载波波束分配器113,多个并行排列的多载波波束成形器114,加法器组118、循环前缀器组115,发送射频链路组116以及随机向量产生器117。The multi-carrier
其中,在调度信息的控制下(根据调度信息中的“所要调度的用户”),用户选择器111用于选择所要调度的用户,这里数量表示为nS个,并输出相应的用户数据。Wherein, under the control of the scheduling information (according to "users to be scheduled" in the scheduling information), the user selector 111 is used to select the users to be scheduled, here the number is expressed as nS, and output corresponding user data.
在调度信息的控制下,nS个分流器112被选中来对所调度的nS个用户的用户数据进行分流处理,即,根据调度信息中的“每个用户所支持的码流”,将所调度的nS个用户的用户数据分成L个码流输出。L是所有调度用户的数据所分到的码流数的总和。Under the control of the scheduling information, nS splitters 112 are selected to split the user data of the scheduled nS users, that is, according to the "code stream supported by each user" in the scheduling information, the scheduled The user data of the nS users are divided into L streams for output. L is the sum of the number of streams assigned to the data of all scheduled users.
然后,由载波波束分配器113将分流器112输出的L个码流视为L个不同的层进行处理,根据调度信息中“发送每个码流的指定子载波上的指定发射波束”,将发送的L个码流分别分配到指定子载波的指定发射波束上,也就是,将L个码流分配到频域和空域信道,形成多个频域信号。这里,假设该多载波MIMO通信系统中的子载波数为Nc,发射天线数为nT,则,此时的输出为Nc×nT个频域信号,即,每个子载波上支持nT个发射波束。在Nc×nT个频域信号中,只有L个频域信号才具有用户数据。Then, the L streams output by the demultiplexer 112 are treated as L different layers by the carrier beam allocator 113, and according to the scheduling information "send the designated transmission beam on the designated subcarrier of each code stream", the The transmitted L code streams are allocated to designated transmit beams of designated subcarriers respectively, that is, the L code streams are allocated to frequency domain and air domain channels to form multiple frequency domain signals. Here, assuming that the number of subcarriers in the multi-carrier MIMO communication system is N c and the number of transmitting antennas is n T , then the output at this time is N c ×n T frequency domain signals, that is, each subcarrier supports n T transmit beams. Among the N c ×n T frequency domain signals, only L frequency domain signals have user data.
接下来,该Nc×nT个频域信号分别输入到nT个多载波波束成形器114中,其原则为,对于同一子载波上的nT个频域信号,分别输入到nT个多载波波束成形器114中对应的一个多载波波束成形器114中,也就是,将Nc×nT个频域信号中属于同一空域信道的Nc个频域信号输入到对应的一个多载波波束成形器114中。因此,每个多载波波束成形器114均分别接收Nc个对应于该子载波波束成形器的频域信号,每个频域信号对应于一个子载波。Next, the N c ×n T frequency-domain signals are respectively input into n T multi-carrier beamformers 114. The principle is that, for n T frequency-domain signals on the same subcarrier, they are respectively input into n T multi-carrier beamformers 114. In one corresponding multicarrier beamformer 114 in the multicarrier beamformer 114, that is, N c frequency domain signals belonging to the same spatial domain channel among N c ×n T frequency domain signals are input to a corresponding multicarrier beamformer 114. Therefore, each multi-carrier beamformer 114 respectively receives N c frequency domain signals corresponding to the subcarrier beamformer, and each frequency domain signal corresponds to a subcarrier.
随机向量产生器117产生随机向量,并将产生的随机向量分别输入到对应的多载波波束成形器114中。The random vector generator 117 generates random vectors, and inputs the generated random vectors into the corresponding multi-carrier beamformers 114 respectively.
每个多载波波束成形器114根据随机向量产生器117所产生的随机向量,将输入其中的Nc个频域信号进行波束成形处理,形成分别针对nT根天线的nT个时域发送信号,即,每个时域发送信号对应于nT根发送天线中的一根发送天线。其实质是,每个时域发送信号对应于所有Nc个子载波的一个独立的空域信道。所有nT个多载波波束成形器114将形成nT×nT个发送信号。Each multi-carrier beamformer 114 performs beamforming processing on the N c frequency domain signals input therein according to the random vector generated by the random vector generator 117 to form n T time domain transmission signals for n T antennas respectively , that is, each time-domain transmit signal corresponds to one transmit antenna among the n T transmit antennas. The essence is that each transmitted signal in the time domain corresponds to an independent spatial domain channel of all N c subcarriers. All n T multicarrier beamformers 114 will form n T x n T transmit signals.
由具有nT个加法器的加法器组118中对应的一个加法器将对应于同一根发送天线的nT个时域发送信号进行叠加,形成一个总的发射信号,这样,来自不同的多载波波束成形器的、对应于同一发送天线的时域发送信号对应于一个独立的空域-频域信道。然后,每个加法器将其形成的发射信号输出到循环前缀器组115中。nT个加法器总共输出nT个分别对应于一根发送天线的发射信号。A corresponding adder in the adder group 118 having n T adders superimposes n T time-domain transmit signals corresponding to the same transmit antenna to form a total transmit signal. In this way, signals from different multi-carriers The time-domain transmission signals of the beamformer corresponding to the same transmission antenna correspond to an independent space-frequency domain channel. Each adder then outputs the transmit signal it forms into bank 115 of cyclic prefixers. The n T adders output a total of n T transmit signals respectively corresponding to one transmit antenna.
循环前缀器组115包括nT个循环前缀器,每个循环前缀器对应于一根发送天线。每个循环前缀器对来自多载波波束成形器114的、对应于同一根发送天线的发射信号插入循环前缀,生成对应的插入了循环前缀的发射信号。nT个循环前缀器总共输出nT个分别对应于nT根发送天线的发射信号。The cyclic prefix set 115 includes n T cyclic prefixes, and each cyclic prefix corresponds to a transmitting antenna. Each cyclic prefixer inserts a cyclic prefix into the transmit signal from the multi-carrier beamformer 114 and corresponds to the same transmit antenna, and generates a corresponding transmit signal with the cyclic prefix inserted. The n T cyclic prefixers output a total of n T transmit signals respectively corresponding to the n T transmit antennas.
发送射频链路组116,用于接收从循环前缀器组115输出的nT个发射信号,将该nT个发射信号转化为对应的射频信号,并将每个发射信号所对应的射频信号均通过双工器组130上的nT根发送天线发送出去。The sending radio
具体地,以下将结合图8具体说明多载波MIMO通信系统中的多载波波束成形过程。Specifically, the multi-carrier beamforming process in the multi-carrier MIMO communication system will be specifically described below with reference to FIG. 8 .
如图8所示,每个多载波波束成形器114包括一个IFFT变换器1141、nT路由乘法器1142和延时器1143组成的串行组合。As shown in FIG. 8 , each multi-carrier beamformer 114 includes a serial combination composed of an IFFT transformer 1141 , n T routing multiplier 1142 and delayer 1143 .
该IFFT变换器1141接收载波波束分配器113输出的对应的Nc个频域信号,通过IFFT变换形成串行时域信号,并将该串行时域信号并行地分别输出到由乘法器1142和1143组成的nT路串行组合中。其中,Nc个频域信号所对应的子载波彼此不同。The IFFT converter 1141 receives the corresponding N c frequency domain signals output by the carrier beam allocator 113, forms serial time domain signals through IFFT transformation, and outputs the serial time domain signals in parallel to the multiplier 1142 and 1143 composed of n T road serial combination. Wherein, the subcarriers corresponding to the N c frequency domain signals are different from each other.
同时,随机向量产生器117将产生的随机向量输入到nT个多载波波束成形器114中的对应的多载波波束成形器114中。该随机向量包括向量和向量其中,和分别表示第i个多载波波束成形器114中的IFFT变换器1141所输出的第j路串行时域信号的权重和延时,0≤i≤nT,0≤j≤nT。At the same time, the random vector generator 117 inputs the generated random vector into the corresponding multi-carrier beamformer 114 among the n T multi-carrier beamformers 114 . This random vector includes the vector and vector in, and respectively represent the weight and delay of the j-th serial time-domain signal output by the IFFT converter 1141 in the i-
每路由乘法器1142和延时器1143组成的串行组合根据随机向量产生器117输入的向量对输入其中的串行时域信号进行加权处理,并根据对该串行时域信号进行延时处理,形成一个发送信号。该加权处理和延时处理等效于:The serial combination that each routing multiplier 1142 and delayer 1143 forms is according to the vector that random vector generator 117 inputs The serial time-domain signal input to it is weighted, and according to Delay processing is performed on the serial time-domain signal to form a transmission signal. This weighting and delaying process is equivalent to:
这样,每个多载波波束成形器114将形成nT个发送信号,nT个多载波波束成形器114将形成nT×nT个发送信号。其中,在每个多载波波束成形器114形成的nT个发送信号分别对应于nT根发送天线中的一根发送天线。In this way, each multi-carrier beamformer 114 will form n T transmission signals, and n T multi-carrier beamformers 114 will form n T ×n T transmission signals. Wherein, the n T transmit signals formed by each multi-carrier beamformer 114 respectively correspond to one transmit antenna in the n T transmit antennas.
对于nT个多载波波束成形器114输出的nT×nT个发送信号中对应于同一发送天线的发送信号,通过加法器组118中对应的加法器叠加形成对应的发射信号后输入到循环前缀器组115中对应的循环前缀器,由该对应的循环前缀器对输入其中的发射信号插入循环前缀,并将插入循环前缀的信号发送给发送射频链路组116。循环前缀器组115中的nT个循环前缀器总共输出nT个插入循环前缀的发射信号。For the n T × n T transmission signals output by n T multi-carrier beamformers 114, the transmission signals corresponding to the same transmission antenna are superimposed by the corresponding adders in the adder group 118 to form corresponding transmission signals and then input to the loop The corresponding cyclic prefix unit in the prefix unit group 115 inserts a cyclic prefix into the transmit signal input thereto, and sends the signal with the cyclic prefix inserted to the sending radio
图9中进一步描述了发送射频链路组116的具体结构,其包括nT个并行发送射频链路,每个发送射频链路具有串行连接的调制器1161、上变频器1162以及功率放大器1163,该功率放大器可以是大功率线性放大器。其中,该nT发送射频链路分别用于将循环前缀器组115输出的nT个发射信号转化为相应的射频信号。The specific structure of the transmit radio
图10为本发明发送端10的双工器组130的示意图。其中,该双工器组130包括nT个并行的双工器。每一个双工器与一根对应的发送天线相连接,并且均连接到发送射频链路组116和接收射频链路组123。FIG. 10 is a schematic diagram of the
接收端20
为了简化描述,这里仅仅示出了其中一个接收端20。To simplify the description, only one of the receiving
在图11中,该接收端20具有多载波接收信号处理器210、反馈信息处理器220、双工器组230以及nR根天线。In FIG. 11 , the receiving
其中,该多载波接收信号处理器210包括接收射频链路组211和MIMO接收信号处理器212。该反馈信息处理器220包括MIMO发送信号处理器221和发送射频链路组222。Wherein, the multi-carrier receiving
该接收射频链路组211具有与接收天线数量nR相同的并行的接收射频链路(图未示),用于将接收到的射频信号恢复为相应的码流,并发送给MIMO接收信号处理器212。The receiving radio
该MIMO接收信号处理器212将码流还原为原始的用户数据,并将其输出。The MIMO
以下将根据不同的用户调度方法说明本发明的调度过程。对于接收端20来说,在本发明的调度中,对于每个具有多根天线的接收端20,可以将其考虑成相同数量的具有一根天线的接收端20。因此,我们在这里仅仅以每个接收端20具有一根天线的情况来进行说明,可以将这个说明延伸到每个接收端20具有多根天线的情况。The scheduling process of the present invention will be described below according to different user scheduling methods. For the receiving
第一调度方法first scheduling method
对于每个接收端20,其根据该信道衰落状况,通过多载波接收信号处理器210可以对接收信号进行处理,获得用户反馈信息,并将其传送给反馈信息处理器220。其中,该用户反馈信息中包括:在每个子载波上,对于该接收端来说最好的发射波束的组合nk、该最好发射波束组合中每个发射波束所对应的信干比GNIk。For each receiving
其中,wn表示发送端的随机复数向量(相当于式(3)中的),Hk表示发送端10与接收端20之间的信道衰落矩阵。Among them, w n represents the random complex number vector of the sender (equivalent to the ), H k represents the channel fading matrix between the sending
反馈信息处理器220将接收到的用户反馈信息进行处理,将其转化成适合MIMO通信系统的反馈信号。该反馈信号通过接收端20的天线经反馈信道反馈给发送端10。The
当发送端10的调度器121接收到反馈信号时,进行系统调度。由于每个接收端20都反馈了其在每个子载波上最好的发射波束的组合nk、该最好发射波束组合中每个发射波束所对应的信干比GNIk,因此,调度过程主要包括:When the scheduler 121 of the sending
1)设置用户调度列表SU和已分配发射波束列表SB为空;1) Set the user scheduling list SU and the allocated transmit beam list SB to be empty;
2)对于每一个子载波,将重复以下步骤i)至iii):2) For each subcarrier, the following steps i) to iii) will be repeated:
i)比较所有反馈回来的信干比GNIk,选出一个有最大信干比GNIk的用户加入到用户调度列表SU中,并把相应的发射波束加到已分配发射波束列表SB中;i) Compare all the feedback signal-to-interference ratios GNI k , select a user with the largest signal-to-interference ratio GNI k to add to the user scheduling list SU, and add the corresponding transmit beam to the allocated transmit beam list SB;
ii)然后,比较所有反馈回来的信干比GNIk,从未调度的用户中选出具有最大的信干比GNIk的用户,将其加入到用户调度列表SU中,并把相应的发射波束加到已分配发射波束列表SB中;ii) Then, compare all the feedback signal-to-interference ratios GNI k , select the user with the largest signal-to-interference ratio GNI k from the unscheduled users, add it to the user scheduling list SU, and put the corresponding transmit beam Added to the allocated transmission beam list SB;
iii)重复步骤i)和ii),直至完成在该载波上的用户调度;iii) repeat steps i) and ii), until the user scheduling on the carrier is completed;
3)最后,根据最后针对所有子载波所生成的用户调度列表SU和已分配发射波束列表SB,控制多载波MIMO数据处理器110把所调度用户的数据流分成独立的码流、并分配到指定子载波的指定发射波束上,从而从发送天线上发送出去。3) Finally, according to the user scheduling list SU and the allocated transmit beam list SB generated for all subcarriers, the multi-carrier
在上述调度步骤2)中,对于每个子载波,如果在某个接收端20(用户)已经加入到用户调度列表SU中,并且,选择到其最好发射波束组中另一发射波束时,由于该接收端20只有一根天线,因此其不能被再调度。此时,对于该子载波所进行的用户调度结束。In the above scheduling step 2), for each subcarrier, if a receiving terminal 20 (user) has been added to the user scheduling list SU, and when another transmission beam in its best transmission beam group is selected, due to The
同时,在上述调度步骤2)中,对于每个子载波,如果该用户对应的发射波束已经加入到已分配发射波束列表中,则该用户不能被调度。此时,对于该子载波所进行的用户调度结束。Meanwhile, in the above scheduling step 2), for each subcarrier, if the transmit beam corresponding to the user has been added to the list of allocated transmit beams, the user cannot be scheduled. At this point, the user scheduling for the subcarrier ends.
对于每个接收端20具有多根天线的情况,如果将每根天线假设为一个接收端(用户),那么每个接收端多根天线的调度情况和每个接收端只有一根天线的调度情况相似。For the situation that each receiving
第二调度方法Second scheduling method
当本发明多载波MIMO通信系统考虑到每个子载波上发射波束之间的干扰且所要调度的用户数目为固定的M个(1<M×Nc<nT)时,对于每个接收端20,其根据信道衰落状况,通过多载波接收信号处理器210可以对接收信号进行处理,获得用户反馈信息,并将其传送给反馈信息处理器220。其中,该用户反馈信息中包括:在每个子载波上,对于该接收端20来说最好的发射波束的组合nk、该最好发射波束组合nk中每个发射波束所对应信干比GNIk、以及该接收端干扰最小的发射波束的组合Qk。其中,在每一子载波上,对于最好发射波束组合nk中最好发射波束的数量、以及对接收端干扰最小的(M-1)个发射波束组合Qk中发射波束的数量,可以根据实际信道状况进行选择,其原则是,同一发射波束不能同时包含在这两个组合中。When the multi-carrier MIMO communication system of the present invention considers the interference between transmit beams on each subcarrier and the number of users to be scheduled is fixed M (1<M×N c <n T ), for each receiving
其中,S表示在每个子载波上的nT个波束中选出(M-1)个不同干扰最小的波束所有可能的集合。Among them, S represents all possible sets of selecting (M-1) different beams with the least interference from n T beams on each subcarrier.
反馈信息处理器220将接收到的用户反馈信息进行处理,将其转化成适合MIMO通信系统的反馈信号。该反馈信号通过接收端20的天线经反馈信道反馈给发送端10。The
当发送端10的调度器121接收到反馈信号时,进行系统调度。此时,由于每个接收端20都反馈了其在每个子载波上的最好发射波束的组合nk、该最好发射波束组合nk中每个发射波束所对应的信干比GNIk、以及对该接收端干扰最小的(M-1)个发射波束的组合Qk,因此,调度过程主要包括:When the scheduler 121 of the sending
1)设置用户调度列表SU和已分配发射波束列表SB为空;1) Set the user scheduling list SU and the allocated transmit beam list SB to be empty;
2)对于每一个子载波,将重复以下步骤i)至iii):2) For each subcarrier, the following steps i) to iii) will be repeated:
i)比较所有反馈回来的信干比GNIk,选出一个有最大信干比GNIk的用户加入到用户调度列表SU中,并把相应的发射波束加到已分配发射波束列表SB中;i) Compare all the feedback signal-to-interference ratios GNI k , select a user with the largest signal-to-interference ratio GNI k to add to the user scheduling list SU, and add the corresponding transmit beam to the allocated transmit beam list SB;
ii)针对用户调度列表中的用户,从其对应的组合Qk中找出相应的干扰最小的发射波束,然后,根据该干扰最小的发射波束找出其所对应的最大信干比的用户,并将该用户加入到用户调度列表中,同时,将该用户对应的发射波束加到已分配发射波束列表中;ii) For the users in the user scheduling list, find out the corresponding transmission beam with the least interference from its corresponding combination Q k , and then find out the corresponding user with the largest signal-to-interference ratio according to the transmission beam with the least interference, and adding the user to the user scheduling list, and at the same time, adding the transmit beam corresponding to the user to the allocated transmit beam list;
iii)重复步骤i)和ii),直到完成在该子载波上的用户调度;iii) repeat steps i) and ii), until the user scheduling on the subcarrier is completed;
3)最后,根据最后针对所有子载波生成的用户调度列表SU和已分配发射波束列表SB,控制多载波MIMO数据处理器110把所调度用户的数据流分成独立的码流、并分配到指定子载波的指定发射波束上,从而从发送天线上发送出去。3) Finally, according to the user scheduling list SU and the allocated transmit beam list SB generated for all sub-carriers, the multi-carrier
第三调度方法The third scheduling method
当本发明多载波MIMO通信系统考虑到每个子载波上的发射波束之间的干扰、以及该干扰对系统容量的影响时,对于每个接收端20,其根据该信道衰落状况,通过多载波接收信号处理器210可以对接收信号进行处理,获得用户反馈信息,并将其传送给反馈信息处理器220。其中,该用户反馈信息中包括:在每个子载波上,对于该接收端20来说最好发射波束的组合nk、该最好发射波束组合nk中每个发射波束所对应的等效信道增益GNk、对该接收端干扰最小的发射波束的组合Qk、以及该组合Qk中的每个发射波束对该接收端的最好发射波束的性能损失比Dk,i。When the multi-carrier MIMO communication system of the present invention considers the interference between the transmit beams on each subcarrier and the impact of the interference on the system capacity, for each receiving
{Dk,i}={GNk/|hk *wi|2,i∈Qk} (7){D k, i }={GN k /|h k * w i | 2 , i∈Q k } (7)
反馈信息处理器220将接收到的用户反馈信息进行处理,将其转化成适合MIMO通信系统的反馈信号(射频信号)。该反馈信号通过接收端20的天线经反馈信道反馈给发送端10。The
当发送端10的调度器121接收到反馈信号时,进行系统调度。此时,由于每个接收端20都反馈了其在每个子载波上最好发射波束的组合nk、该组合nk中每个发射波束的等效信道增益GNk、对该接收端干扰最小的发射波束的组合Qk、以及该组合Qk中的每个发射波束对该接收端的最好发射波束的性能损失比Dk,i,因此,调度过程主要包括:When the scheduler 121 of the sending
1)设置用户调度列表SU和已分配发射波束列表SB为空;1) Set the user scheduling list SU and the allocated transmit beam list SB to be empty;
2)对于每个子载波,将重复以下步骤i)至iv):2) For each subcarrier, the following steps i) to iv) will be repeated:
i)比较所有反馈回来的等效信道增益GNk,选出一个有最大等效信道增益GNk的用户加入到用户调度列表SU中,并把相应的发射波束加到已分配发射波束列表SB中;i) Compare all the returned equivalent channel gains GN k , select a user with the largest equivalent channel gain GN k to add to the user scheduling list SU, and add the corresponding transmit beam to the allocated transmit beam list SB ;
ii)针对用户调度列表中的用户,从其对应的组合Qk中找出相应的干扰最小的发射波束,然后该干扰最小的发射波束所对应的最大信干比的用户;ii) For the users in the user scheduling list, find the corresponding minimum interference transmission beam from its corresponding combination Q k , and then the user with the maximum signal-to-interference ratio corresponding to the minimum interference transmission beam;
iii)根据反馈的性能损失比Dk,i,判断该用户的加入是否增加了系统容量,如果该用户的加入使得系统容量增加,则将该用户加入到用户调度列表中,同时,将该用户对应的发射波束加到已分配发射波束列表中。如果该用户的加入使得系统容量降低,则不将该用户加入到用户调度列表,并结束在该子载波上的用户调度;iii) According to the feedback performance loss ratio D k,i , it is judged whether the addition of the user increases the system capacity. If the addition of the user increases the system capacity, the user is added to the user scheduling list, and at the same time, the user The corresponding transmit beam is added to the list of allocated transmit beams. If the addition of the user reduces the system capacity, the user is not added to the user scheduling list, and the user scheduling on the subcarrier is ended;
iv)当该用户加入后,依次重复步骤i)和iii),直到在该子载波上的用户调度结束;iv) After the user joins, repeat steps i) and iii) in turn until the user scheduling on the subcarrier ends;
3)最后,根据最后针对所有子载波的用户调度列表SU和已分配发射波束列表SB,控制多载波MIMO数据处理器110把用户的数据流分成独立的码流,分配到的指定子载波的指定发射波束上,然后从发射天线上发送出去。3) Finally, according to the user scheduling list SU and the allocated transmit beam list SB for all subcarriers, the multi-carrier
因此,该第三调度方法可以自适应地调度用户,从而可以充分地利用信道状况,提供最大的信道容量。Therefore, the third scheduling method can adaptively schedule users, thereby making full use of channel conditions and providing maximum channel capacity.
为了更清楚地体现本发明的调度系统及调度方法的优越性,请参阅图12至图14,这里给出了实际的信道中不同调度方法的性能比较,其中子载波数Nc=64,码流数L=3,发射功率P=10。In order to more clearly reflect the superiority of the scheduling system and scheduling method of the present invention, please refer to Fig. 12 to Fig. 14 , where the performance comparison of different scheduling methods in actual channels is given, where the number of subcarriers N c =64, the code The number of streams L=3, and the transmit power P=10.
在图12中,横坐标表示Ricean因子k,纵坐标表示所获得的信道容量。当发送端的天线数为2、用户数量为32时,随着Ricean因子k的增加,信道容量逐渐降低,相比参考文献1中揭示的方法和传统的随机高斯加权方法,采用本发明的通信方法,信道容量的减少量小并且相对比较平缓。In FIG. 12, the abscissa represents the Ricean factor k, and the ordinate represents the obtained channel capacity. When the number of antennas at the sending end is 2 and the number of users is 32, as the Ricean factor k increases, the channel capacity gradually decreases. Compared with the method disclosed in Reference 1 and the traditional random Gaussian weighting method, the communication method of the present invention is adopted , the decrease in channel capacity is small and relatively flat.
在图13中,横坐标表示用户数,纵坐标表示所获得的信道容量。当Ricean因子k=10、发送端的天线数为2时,随着用户数量的增加,相比参考文献1中揭示的方法和传统的随机高斯加权方法,采用本发明的通信方法,可以获得更大的信道容量增量。In FIG. 13, the abscissa represents the number of users, and the ordinate represents the obtained channel capacity. When the Ricean factor k=10 and the number of antennas at the transmitting end is 2, as the number of users increases, compared with the method disclosed in Reference 1 and the traditional random Gaussian weighting method, the communication method of the present invention can obtain a larger channel capacity increment.
在图14中,横坐标表示发送端的发射天线数,纵坐标表示所获得的信道容量。在用户数量为256时,随着发送天线数量的增加,相比参考文献1中揭示的方法和传统的随机高斯加权方法,采用本发明的通信方法可以获得更大的信道容量增量。In FIG. 14, the abscissa represents the number of transmitting antennas at the sending end, and the ordinate represents the obtained channel capacity. When the number of users is 256, with the increase of the number of transmitting antennas, compared with the method disclosed in Reference 1 and the traditional random Gaussian weighting method, the communication method of the present invention can obtain a larger channel capacity increment.
通过上述比较可以看出,本发明的通信系统和通信方法所提供的信道容量高于参考文献1中揭示的方法和传统的随机高斯加权方法所能提供的信道容量。From the above comparison, it can be seen that the channel capacity provided by the communication system and communication method of the present invention is higher than that provided by the method disclosed in Reference 1 and the traditional random Gaussian weighting method.
综上所述,本发明的多载波MIMO通信系统和通信方法可以根据当时的信道状况、不同的反馈信息进行用户调度,提高系统控制的智能化以及通信稳定性,并始终保持最大的系统容量。除了可以获得最大的信道容量之外,本发明的多载波MIMO通信系统由于采用了一种新的算法,其可以克服现有现有多载波MIMO通信系统需要很多伪随机发生器来产生大量随机数的缺点,同时可以优化随机向量的联合概率密度函数,并且算法的复杂度也较低。In summary, the multi-carrier MIMO communication system and communication method of the present invention can perform user scheduling according to current channel conditions and different feedback information, improve the intelligence of system control and communication stability, and always maintain the maximum system capacity. In addition to obtaining the maximum channel capacity, the multi-carrier MIMO communication system of the present invention uses a new algorithm, which can overcome the need for many pseudo-random generators to generate a large number of random numbers in the existing multi-carrier MIMO communication system. At the same time, the joint probability density function of random vectors can be optimized, and the complexity of the algorithm is also low.
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