Adaptive NonLinear Equalizer for SISO Wireless Channels.

Swetaleena Sahoo, S. Nanda, Harish ku Sahoo
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引用次数: 4

Abstract

Channel equalization is an essential component of wireless receiver used in SISO (Single Input and Single Output) communication systems to mitigate the effect of inter symbol interference (ISI) and other channel impairments. Adaptive signal processing models with weight adjustment mechanisms can be utilized to design equalizer for wireless environments. In this paper nonlinear adaptive channel equalizer for SISO communication channels has been designed with the help of variable step size Least Mean Square/Fourth (VSSLMS/F) algorithm with a suitable control parameter. 4-QAM modulation is used to generate pass band input data sequence which is transmitted through the nonlinear channel. Output sequence is estimated by using equalized output with help of decision device. The performance of the proposed equalizer has been evaluated on basis of bit error rate (BER) with help of comparison results using MATLAB simulations in presence of additive channel noise.
SISO无线信道的自适应非线性均衡器。
信道均衡是单输入单输出(SISO)通信系统中用于减轻码间干扰(ISI)和其他信道损伤影响的无线接收机的重要组成部分。具有权重调节机制的自适应信号处理模型可用于设计无线环境下的均衡器。本文利用变步长最小均方/四分频(VSSLMS/F)算法和合适的控制参数,设计了用于SISO通信信道的非线性自适应信道均衡器。采用4-QAM调制产生通过非线性信道传输的通带输入数据序列。在决策装置的帮助下,利用均衡输出估计输出序列。基于误码率(BER)对该均衡器的性能进行了评价,并在加性信道噪声存在的情况下进行了MATLAB仿真比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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