A Novel Compressed Sensing-Based Channel Estimation Method for OFDM System

Liping XIAO  Zhibo LIANG  Kai LIU  

Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences   Vol.E100-A   No.1   pp.322-326
Publication Date: 2017/01/01
Online ISSN: 1745-1337
DOI: 10.1587/transfun.E100.A.322
Type of Manuscript: LETTER
Category: Communication Theory and Signals
Keyword: 
compressed sensing,  channel estimation,  multipath matching pursuit,  OFDM,  

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Summary: 
Mutipath matching pursuit (MMP) is a new reconstruction algorithm based on compressed sensing (CS). In this letter, we applied the MMP algorithm to channel estimation in orthogonal frequency division multiplexing (OFDM) communication systems, and then proposed an improved MMP algorithm. The improved method adjusted the number of children generated by candidates. It can greatly reduce the complexity. The simulation results demonstrate that the improved method can reduce the running time under the premise of guaranteeing the performance of channel estimation.