Fast time-varying dispersive channel estimation and equalization for 8-PSK cellular system

S. Leong, Jingxian Wu, J. Olivier, Chengshan Xiao
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引用次数: 4

Abstract

The channel estimation and equalization for EDGE system with time-varying and frequency-selective fading channels are discussed. It is shown that the fast fading channel during a selected slot in the EDGE system can be modeled as a linear function of time, and a linear least-squares algorithm is proposed to estimate the fading channel. For typical channel profiles of the EDGE system, the channel impulse response is not in its minimum phase form, thus cannot be directly used in computationally efficient equalizers, such as delayed decision feedback sequence estimation or reduced state sequence estimation. To overcome this problem, a Cholesky decomposition-based method is introduced to transform the estimated channel impulse response into its minimum phase form. The simulation results show that the proposed algorithms can effectively combat the time-varying and frequency-selective channel fading with Doppler frequency being in a wide range up to 300 Hz.
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8-PSK蜂窝系统的快速时变频散信道估计与均衡
讨论了具有时变和频率选择性衰落信道的EDGE系统的信道估计和均衡问题。研究表明,在EDGE系统中选定的时隙内的快速衰落信道可以被建模为时间的线性函数,并提出了一种线性最小二乘算法来估计衰落信道。对于EDGE系统的典型通道轮廓,通道脉冲响应不是最小相位形式,因此不能直接用于计算效率高的均衡器,如延迟决策反馈序列估计或简化状态序列估计。为了克服这一问题,引入了一种基于Cholesky分解的方法,将估计的信道脉冲响应转换为最小相位形式。仿真结果表明,该算法能有效地对抗多普勒频率在300hz范围内的时变频选信道衰落。
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