Wang Yulin, Zhang Gengxin, Xie Zhidong, Hu Jing
Institute of Communication Engineering, PLA University of Science and Technology, Yudao Street 14, Nanjing 210007, China.
ScientificWorldJournal. 2014 Mar 13;2014:813429. doi: 10.1155/2014/813429. eCollection 2014.
This paper derives the channel estimation of a discrete cosine transform-(DCT-) based orthogonal frequency-division multiplexing (OFDM) system over a frequency-selective multipath fading channel. Channel estimation has been proved to improve system throughput and performance by allowing for coherent demodulation. Pilot-aided methods are traditionally used to learn the channel response. Least square (LS) and mean square error estimators (MMSE) are investigated. We also study a compressed sensing (CS) based channel estimation, which takes the sparse property of wireless channel into account. Simulation results have shown that the CS based channel estimation is expected to have better performance than LS. However MMSE can achieve optimal performance because of prior knowledge of the channel statistic.
本文推导了基于离散余弦变换(DCT)的正交频分复用(OFDM)系统在频率选择性多径衰落信道上的信道估计。通过采用相干解调,信道估计已被证明可以提高系统吞吐量和性能。传统上采用导频辅助方法来学习信道响应。研究了最小二乘(LS)和最小均方误差估计器(MMSE)。我们还研究了基于压缩感知(CS)的信道估计,该方法考虑了无线信道的稀疏特性。仿真结果表明,基于CS的信道估计有望比LS具有更好的性能。然而,由于信道统计的先验知识,MMSE可以实现最优性能。