Expectation propagation approach to joint channel estimation and decoding for OFDM systems
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 knownchannel bound.
S. Wu, L. Kuang, N. Ni, D. Huang & Q. Guo, "Expectation propagation approach to joint channel estimation and decoding for OFDM systems," in 2014 IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP 2014), 2014, pp. 1941-1945.