基于树搜索的MIMO系统可配置联合检测与解码算法

Chien-Hao Huang, C. Yu, Chung-An Shen
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引用次数: 0

摘要

研究表明,MIMO系统中的可配置联合检测-解码(CJDD)算法可以有效地降低复杂性,提高信号质量。由于CJDD方法基于树搜索算法,并且存在各种不同特征的方法,因此探索每种算法之间的权衡及其对系统性能不同方面的影响是非常重要的。本文研究了基于三种树搜索方法的CJDD算法:广度优先搜索、深度优先搜索和Fano算法。基于时间复杂度、面积复杂度和运行时间可变性,我们明确阐述了每种算法的优缺点。我们的目标是为MIMO无线通信系统的不同设计考虑提供更多关于树搜索型方法的设计和应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tree search based configurable joint detection and decoding algorithms for MIMO systems
It has been shown that the Configurable Joint Detection-Decoding (CJDD) algorithms in MIMO systems can effectively reduce the complexity and improve the signal quality. Since the CJDD approach is based on the tree search algorithms and there exists various kinds of such methods with different characteristics, it is of great importance to explore the trade-offs between each algorithm and their impacts on different aspects of system performances. In this paper, we study the CJDD algorithm based on three types of tree search approaches: breadth-first search, depth-first search, and the Fano algorithm. We explicitly elucidate the advantages and disadvantages of each algorithm on the basis of timing complexity, area complexity, and run-time variability. Our goal is to shed more lights on the design and application of tree search type approaches on the MIMO wireless communication systems for different system design considerations.
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