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一种水声信道均衡器的混合算法

Algorithm combining the fast kalman and FOLMS for the equalizer of underwater acoustics channel
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摘要 水声高速相干通信中使用自适应均衡对抗信道在接收信号中产生的码间串扰。目前,1/2分数间隔采样的判决反馈均衡器结构得到了广泛的应用。本文分析了几种自适应算法在此种均衡器结构下的性能,结合浅海水声信道的特点,提出了一种快速卡尔曼滤波和快速自优化最小均方的混合算法,模拟及海试结果表明,该混合算法在计算复杂度、收敛速度以及稳定性方面都有很好的性能,已经应用到了水声实时高速通信系统当中。 Equalizer is used to cancel the intersymbol interference (ISI) caused by time-varying multipath in underwater acoustic communication channel. At present the equalizer structure of decision feedback equalizers (DFE) embed with digital phase locked loop (DPLL) is popular. We analyze several kinds of adaptive algorithm's efficiencies and propose an algorithm combining the Fast Kalman and the fast self-optimized LMS (FOLMS), witch has good ability in convergence speed, computational complexity and stability. Both simulation and sea experiment results are proposed.
出处 《应用声学》 CSCD 北大核心 2009年第6期439-446,共8页 Journal of Applied Acoustics
关键词 自适应均衡 判决反馈 快速卡尔曼 Adaptive equalization, Decision feedback equalizer, Fast kalman algorithm
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