Title :
LLR Approximation for Wireless Channels Based on Taylor Series and its Application to BICM With LDPC Codes
Author :
Asvadi, Reza ; Banihashemi, Amir H. ; Ahmadian-Attari, Mahmoud ; Saeedi, Hamid
Author_Institution :
Dept. of Electr. & Comput. Eng., K.N. Toosi Univ. of Technol., Tehran, Iran
fDate :
5/1/2012 12:00:00 AM
Abstract :
A new approach for the approximation of the channel log-likelihood ratio (LLR) for wireless channels based on Taylor series is proposed. The approximation is applied to uncorrelated flat fading channels with unknown channel state information at the receiver. It is shown that the proposed approximation greatly simplifies the calculation of channel LLRs, and yet provides results almost identical to those based on the exact calculation of channel LLRs. The results are obtained in the context of bit-interleaved coded modulation (BICM) schemes with low-density parity-check (LDPC) codes, and include threshold calculations and error rate performance of finite-length codes. Compared to the existing approximations, the proposed method is either significantly less complex, or considerably more accurate.
Keywords :
approximation theory; fading channels; interleaved codes; parity check codes; radio receivers; BICM; LDPC codes; Taylor series; bit-interleaved coded modulation schemes; channel LLR approximation; channel log-likelihood ratio approximation; channel state information; error rate performance; finite-length codes; low-density parity-check codes; radio receiver; uncorrelated flat fading channels; wireless channels; Binary phase shift keying; Fading; Linear approximation; Parity check codes; Taylor series; LLR approximation; Log-likelihood ratio (LLR); Rayleigh fading; SNR threshold; bit-interleaved coded modulation (BICM); decoding threshold; flat fading; iterative decoding; low-density parity-check (LDPC) codes; uncorrelated Rayleigh fading; wireless channels;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2012.030712.110142