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A Novel Non-stationary Plasma Sheath Channel Estimation and Distortion Cancellation Method

机译:一种新的非平稳等离子体鞘通道估计和失真消除方法

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摘要

A new method of distortion cancellation based on channel estimation and equalization is proposed to alleviate the parasitic modulation effect of the non-stationary plasma sheath channel (PSC) on communication signals effectively. This method insert the pilot data into direct sequence spreading telemetry signals and then a novel non-stationary stochastic gradient recursive minimum mean square error (NSGR-MMSE) estimation algorithm is adopted to estimate channel states and equalize the received data at the receiving end. Different from existing mitigation strategies based on reflected signals, the main strategy in this paper is to use practical transmitted signals to mitigate the parasitic modulation effect. The proposed strategy reduces the impact of time delay and improves real-time performance. Compared with traditional minimum mean square error (MMSE) algorithm, the proposed new algorithm only needs a small amount of matrix inverse versus traditional MMSE algorithm, which reduces the computation complexity. Simulation results show that the proposed channel estimation and equalization method can improve the BER performance by three to four orders of magnitude. Moreover, the proposed NSGR-MMSE channel estimation algorithm improves the bit error rate (BER) performance about 1-2dB over the existing MMSE algorithm in the non-stationary plasma sheath channel environment.
机译:提出了一种基于信道估计和均衡的失真消除新方法,以有效地缓解非平稳等离子体鞘通道(PSC)对通信信号的寄生调制效应。该方法将导频数据插入直接序列扩展遥测信号中,然后采用一种新颖的非平稳随机梯度递归最小均方误差(NSGR-MMSE)估计算法来估计信道状态并在接收端均衡接收到的数据。与现有的基于反射信号的缓解策略不同,本文的主要策略是使用实际的传输信号来减轻寄生调制效应。所提出的策略减少了时间延迟的影响并提高了实时性能。与传统的最小均方误差算法相比,与传统的最小均方误差算法相比,新算法只需要少量的矩阵求逆,从而降低了计算复杂度。仿真结果表明,所提出的信道估计和均衡方法可以将BER性能提高3到4个数量级。此外,提出的NSGR-MMSE信道估计算法在非平稳等离子鞘管信道环境中比现有的MMSE算法将误码率(BER)性能提高了约1-2dB。

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