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[转载]【电信学】【2014.07】WCDMA上行链路的MIMO预编码算法研究

已有 1564 次阅读 2019-5-2 12:35 |系统分类:科研笔记|文章来源:转载


本文为瑞典查尔姆斯理工大学作者:Sheng Huang & Mengbai Tao)的硕士论文72

 

随着高速数据传输需求的快速增长多输入多输出(MIMO)技术在当前的通信网络中得到了广泛的应用如宽带码分多址系统(WCDMA)。关于WCDMA下行链路中的MIMO已经研究了很长一段时间而在WCDMA上行链路中如何选择预编码的规范还没有确定预编码是多输入多输出(MIMO)系统中的一个重要组成部分目的是减轻数字编码信号序列中不同数据流之间的干扰目前,MIMO系统在预编码方面存在两个问题由于预编码算法需要信道信息因此一个问题是很难对频率选择性信道中的信道特性进行建模另一个问题是只有有限的反馈才适用于实际系统因为如果需要将全信道信息发送给发送机反馈开销的成本将远远大于预编码的好处本文的目的是在WCDMA上行链路反馈有限的情况下通过选择合适的预编码算法研究给定误码率(BLER)下所需信噪比(SNR)范围内的最大潜在增益

 

根据我们的仿真模拟在反馈有限的情况下预编码的最大潜在增益是可观的与固定预编码相比0:5 BLER时为1:2 dB)。在理想信道估计的假设下通过采用最接近SVD(CSVD)算法可以分别获得总流和主流的0:6 dB增益和1dB增益值得指出的是单独预编码不能完全缓解串扰为了进一步降低MIMO中串扰的影响需要在预编码的同时实现适当的信道均衡预编码的性能在很大程度上也取决于信道估计的可靠性因此为了在商业通信系统中实现一种良好的预编码算法信道估计需要更加可靠而预编码算法也会增加系统开销增大系统复杂度因此应该权衡预编码所获得的收益和相应的复杂性

 

With rapidly increasing demand in high-speed data transmission, Multiple-Input Multiple-Output (MIMO) techniques are widely used in current communication networks, like Wideband Code Division Multiple Access (WCDMA). MIMO in downlink of WCDMA has been studied for a long time, while in WCDMA uplink, the specification of how to choose precoder is still not defined yet. Precoding is an essential element in MIMO, aiming at mitigating interference between different data streams that are sequences of digitally coded signals. Currently, a MIMO system suffer from two problems regarding precoding. Since channel information is needed for the precoding algorithm, one problem then is that it is difficult to model the channel characteristics in a frequency selective channel. The other problem is that only limited feedback is applicable in real system, since the cost of feedback overhead is far larger than the benefits from precoding if full channel information needs to be sent to the transmitter. The objective of this thesis is to investigate the maximum potential gain in the required Signal-to-Noise Ratio (SNR) range for a given Block Error Rate (BLER) by using precoding and selecting a suitable precoding algorithm in the case of limited feedback in the WCDMA uplink.

 

The maximum potential gain of precoding is considerable (1:2 dB at 0:5 BLER compared to a fixed precoder) in the case of limited feedback according to our simulations. By applying the proposed closest-to-SVD (CSVD) algorithm, 0:6 dB gain and 1 dB gain can be achieved for total stream and the primary stream, respectively, when ideal channel estimation is assumed. It is worth to point out that precoding alone can not mitigate crosstalk completely. Suitable channel equalization needs to be implemented together with precoding in order to further decrease the impact of crosstalk in MIMO. The performance of precoding depends largely on the reliability of the channel estimation as well. Thus, channel estimation needs to be more reliable in order to implement a good precoding algorithm in a commercial communication system, which on the other hand will cost more overhead and increase the system complexity. Hence, a trade-off should be made regarding the gain obtained from precoding and the complexity of the algorithm.

 

引言

2 WCDMAMIMO理论

3 WCDMA标准与仿真器描述

算法与相关结果

讨论结论与未来研究工作

附录仿真器评估 


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