Title :
Joint Iterative Detection and Decoding in the Presence of Phase Noise and Frequency Offset
Author :
Barbieri, Alan ; Colavolpe, Giulio ; Caire, Giuseppe
Author_Institution :
Dept. of Inf. Eng., Parma Univ.
Abstract :
We present a new algorithm for joint detection and decoding of iteratively decodable codes transmitted over channels affected by a time-varying phase noise (PN) and a constant frequency offset. The proposed algorithm is obtained as an application of the sum-product algorithm to the factor graph representing the joint a posteriori distribution of the information symbols and the channel parameters given the channel output. The resulting algorithm employs the soft-output information on the coded symbols provided by the decoder and performs forward-backward recursions, taking into account the joint probability distribution of phase and frequency offset. We present simulation results for high-order coded modulation schemes based on low-density parity-check codes and serially concatenated convolutional codes, showing that, despite its low complexity, the algorithm is able to cope with a strong PN and a significant uncompensated frequency offset, thus avoiding the use of complicated data-aided frequency-estimation schemes operating on a known preamble. The robustness of the algorithm in the presence of a time-varying frequency offset is also discussed
Keywords :
concatenated codes; demodulation; iterative decoding; modulation coding; parity check codes; phase noise; satellite communication; statistical distributions; constant frequency offset; factor graph; forward-backward recursions; high-order coded modulation schemes; iterative detection; iteratively decodable codes; low-density parity-check codes; phase offset; probability distribution; serially concatenated convolutional codes; sum-product algorithm; time-varying frequency offset; time-varying phase noise; Concatenated codes; Iterative algorithms; Iterative decoding; Modulation coding; Parity check codes; Phase detection; Phase frequency detector; Phase noise; Probability distribution; Sum product algorithm; Detection and decoding in the presence of phase noise and frequency offset; factor graphs (FGs); iterative detection and decoding; low-density parity-check (LDPC) codes; serially concatenated convolutional codes (SCCCs); sum-product algorithm (SPA); turbo codes (TCs);
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2006.887501