Title :
Joint source-channel coding using combined TCQ/CPM: iterative decoding
Author :
Lin, Zihuai ; Aulin, Tor
Author_Institution :
Telecommun. Theor. Group, Chalmers Univ. of Technol., Goteborg, Sweden
Abstract :
An iterative decoding approach to joint source and channel coding (JSCC) using combined trellis-coded quantization (TCQ) and continuous phase modulation (CPM) is proposed. The channel is assumed to be the additive white Gaussian noise channel. This iterative procedure exploits the structure of the TCQ encoder and the continuous phase modulator. The performance in terms of the signal-to-distortion ratio (SDR) is compared with that of a combined TCQ/trellis-coded modulation (TCM) system. It is shown that the combined TCQ/CPM systems are both power- and bandwidth-efficient, compared with the combined TCQ/TCM system. For source encoding rate R=2 b/sample, it is observed that the combined TCQ/CPM systems with iterative decoding working at symbol level converge faster than the systems working at bit level. The novelty of this work is the use of a soft decoder and an iterative decoding algorithm for TCQ-based JSCC systems. The combined TCQ/CPM with iterative decoding is considered for the first time.
Keywords :
AWGN channels; combined source-channel coding; continuous phase modulation; iterative decoding; quantisation (signal); trellis coded modulation; CPM; TCQ; additive white Gaussian noise channel; combined trellis-coded quantization; continuous phase modulation; iterative decoding; joint source-channel coding; signal-to-distortion ratio; soft decoder; AWGN; Additive white noise; Channel coding; Continuous phase modulation; Iterative algorithms; Iterative decoding; Modulation coding; Nonlinear distortion; Phase modulation; Quantization; Combined trellis-coded quantization/continuous phase modulation (TCQ/CPM); combined trellis-coded quantization/trellis-coded modulation (TCQ/TCM); iterative decoding; joint source and channel coding (JSCC); soft decoding;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2005.860082