| 一种低复杂度的MIMO检测软输出算法 |
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| 引用本文： | 谭澄,肖若贵,李云洲,周春晖.一种低复杂度的MIMO检测软输出算法[J].科学技术与工程,2012(24):6028-6033. |
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| 作者姓名： | 谭澄 肖若贵 李云洲 周春晖 |
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| 作者单位： | 清华大学无线与移动技术研究中心 |
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| 基金项目： | 国家基础研究计划(2012CB316002);自然科学基金(61021001);国家重大专项课题(2010ZX03005-001-02);国家863计划资助 |
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| 摘 要： | 新一代无线通信系统均采用多流空分复用、高阶调制、高码率信道编码等技术以提高吞吐量。针对使用高阶调制的高阶MIMO(Multiple Input Multiple Output)系统,研究低复杂度的检测算法和软输出算法是降低接收机整体复杂度的关键一环。选定了复杂度低、易于硬件实现的K-Best为MIMO检测的搜索方法,在探讨了几种近似的次优计算算法基础上,提出了一种复杂度低、性能较好的K-Best软信息简化算法——限幅替代法。仿真结果表明,该方法无论是性能还是复杂度都全面占优。因此,适合用于新一代无线通信系统的MIMO软输出检测。
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| 关 键 词： | MIMO 非线性检测 软信息 限幅替代 |
A Low Complexity Soft-out MIMO Detection Algorithm |
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| TAN Cheng,XIAO Ruo-gui,LI Yun-zhou,ZHOU Chun-hui.A Low Complexity Soft-out MIMO Detection Algorithm[J].Science Technology and Engineering,2012(24):6028-6033. |
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| Authors: | TAN Cheng XIAO Ruo-gui LI Yun-zhou ZHOU Chun-hui |
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| Institution: | (Wireless and Mobile Communication Technology R&D Center,Tsinghua University,Beijing 100084,P.R.China) |
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| Abstract: | MIMO-OFDM technology with multiple layers spatial multiplexing and high-order QAM was adopted in new generation wireless communication systems as an important approach to increase spectral efficiency.Research on low complexity soft-out detection algorithms is key to reducing the complexity of MIMO receiver.The low-complexity is chosen,easy-to-implement K-Best as search method for MIMO detection.After discussing several approximation algorithms,a good approximation algorithm for K-Best soft-out detection,Amplitude-limit Replacement,is proposed.Simulation results show that the algorithm has low complexity and good performance.Therefore,it is suitable for soft-out MIMO detection in new generation wireless communication systems. |
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| Keywords: | MIMO non-linear detection soft-out amplitude-limit replacement |
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