Title :
Expectation propagation approach to joint channel estimation and decoding for OFDM systems
Author :
Sheng Wu ; Linling Kuang ; Zuyao Ni ; Jianhua Lu ; Huang, Defeng David ; Qinghua Guo
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
We propose a message-passing algorithm of joint channel estimation and decoding for OFDM systems, where expectation propagation is exploited to deal with channel estimation. Specially, the message updating is formulated into a recursive form. As a result, for system with K subcarriers and L channel taps, only O(K + L) messages need to be tracked, and meanwhile they can be efficiently calculated using FFT with complexity O(K|A| + K log2 K), where |A| denotes the constellation size. Numerical experiments show that our algorithm achieves BER performance within 0.5 dB of the known-channel bound.
Keywords :
OFDM modulation; channel estimation; decoding; error statistics; fast Fourier transforms; message passing; BER performance; FFT; OFDM systems; channel taps; constellation size; decoding; expectation propagation; joint channel estimation; message updating; message-passing algorithm; recursive form; subcarriers; Channel estimation; Decoding; Educational institutions; Joints; Message passing; OFDM; Signal processing algorithms; Expectation propagation; OFDM; joint channel estimation and decoding; message passing;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6853937