OFDM系统中基于压缩感知的稀疏信道估计导频模式优化

Xueyun He, Rong-fang Song
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引用次数: 43

摘要

利用压缩感知技术研究了正交频分复用(OFDM)系统中的频率选择信道估计问题。基于CS理论中测量矩阵相互相干性最小化的原则,提出了基于CS信道估计的导频模式优化准则。仿真结果表明,在信道估计的均方误差和系统的误码率方面,使用根据所提优化准则设计的导频模式比使用其他导频模式具有更好的性能。
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Pilot pattern optimization for compressed sensing based sparse channel estimation in OFDM systems
The frequency selective channel estimation problem in orthogonal frequency division multiplexing (OFDM) systems is investigated using compressed sensing (CS). Based on minimizing mutual coherence of the measurement matrix in CS theory, a criterion of optimizing the pilot pattern for the CS-based channel estimation is proposed. Simulation results show that using the pilot pattern designed according to the proposed optimization criterion gives a much better performance than using other pilot patterns in terms of the mean square error of the channel estimate as well as the bit error rate of the system.
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