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Lattice reduction mimo detection
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3下载:
Lattice Reduction Aided Detector for Spatial Multiplexing MIMO system. It is implemented by MATLAB.
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this program is lattice reduction aided linear detection for MIMO system for 4-QAM
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多入多出(MIMO)系统可以获得比单发单收系统更高的容量,对于MIMO系统,最大似然检测是最优接收,但其
指数复杂度难以在实际中应用。针对该问题,结合格缩减理论提出了基于Householder变换的复数域格缩减算法,将该算法和
MIMO次优检测算法相结合,给出了量化判决方法,且该复数域格缩减算法复杂度小于实数域格缩减算法。仿真结果表明,
基于Householder变换复数域格缩减的MIMO次优检测算法,通过优化信道矩阵可以得到更好的判决域,取得了逼近最优最大
似然检测算法的性能。
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在多输入多输出系统中的鲁棒球形译码的实现-We present a maximum-likelihood decoding algorithm for an
arbitrary lattice code when used over an independent fading channel with
perfect channel state information at the receiver. The decoder is based on
a bounded distanc
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Modified LLL (MLLL) Lattice Reduction Algorithm
Original Paper: A Customized Lattice Reduction Multiprocessor for MIMO Detection
by Shahriar Shahabuddin et. al.-Modified LLL (MLLL) Lattice Reduction Algorithm
Original Paper: A Customize
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复数LLL算法源代码,对应论文Ying Hung Gan, Cong Ling, and Wai Ho Mow, Complex lattice reduction algorithm for low-complexity full-diversity MIMO detection, IEEE Trans. Signal Processing, vol. 57, pp. 2701-2710, July 2009. -LLL algorithm of lattice reduction for c
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1)football.m简单地以阵列形式显示一副图;
2)pre.m是心音信号过滤归一化预处理的过程;
3)wavlet.m是用db6小波进行信号的分解和重构,且求包络能量函数;
4)path.m是利用KKT条件的路径跟踪法,用于求解二次规划问题;
5)LRmmse是MIMO通信中常用检测方法,结合了最小均方误差准则和格基规约的知识。-1) football.m simply displays a graph in an array
2) pre.m is the proc
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LR算法辅助的MIMO系统Zero Forcing检测。(A LR-aided MIMO system with Zero Forcing detection)
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