一种新的适用于多径信道的基于LMK准则的盲自适应多用户检测及其收敛性分析
A Novel Blind Multiuser Detection Based on LMK Criterion for Synchronous DS/CDMA System over Multipath Fading Channels and Its Convergence Analysis
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摘要: 基于最小平均峰度(Least MeanKurtosis，LMK)准则]，该文提出了一种适用于同步直扩码分多址(DS/CDMA)系统多径慢衰落信道中的线性盲自适应多用户检测算法。这种算法基于高阶统计量(High Order Statistics，HOS)特性，算法复杂度相对较低。文中分析了算法在多径信道中无噪声情况下的收敛特性，指出在这种情况下，算法具有全局最小点，此时算法满足解相关条件。仿真结果表明，文中给出的检测器具有较强的多址干扰抑制性能。Abstract: In this paper, a new linear blind adaptive multiuser detection based on LMK. criterion is proposed for synchronous DS/CDMA system over multipath fading channels, The new algorithm bases on HOS(High Order Statistics) and reduces complexity remarkably. The convergence of this algorithm is analyzed over multipath fading channel in the noise-free environment. In this case, the algorithm has global minimum point. On global minimum point, the algorithm satisfies dccorrelating condition and can completely remove multiple-access interference. The simulation results show that the algorithm has good performance.
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Arasaratnam P, Zhu S, Constantinides A G. Block-Shannon multi-user constant modulus algorithm for use in multi-user CDMA environment[J].Electronics Letters.2003, 38(9):423-[2]Chambers J A, Tanrikulu O, Gonstantinides A G. Least-mean Kurtosis: A novel high order statistics based adaptive filtering algorithm[J].Electronics Letters.1994, 30(19):1574-[3]Tanrikulu O, Gonstantinides A G. The LMK algorithm with time-varying forgetting factor for adaptive system identification in additive output noise[J].IEEE ICASSP96, USA.1996, 3:1850-[4]徐长江,酆广增.基于高阶累积量的盲自适应多用户检测.电子学报,2000,28(7):48-50.[5]Tang Zuqing, Yang Zhixing, Yao Yan. Blind multiuser detector based on LMK criterion[J].Electronics Letters.1999, 35(4):267-[6]Wang X, Poor H V. Blind multiuser detection: a subspace approach[J].IEEE Trans. on Information Theory.1998, 44(2):677- -
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