Title :
Robust transmission of variable-length encoded sources
Author :
Murad, Ahsun H. ; Fuja, Thomas E.
Author_Institution :
COMSAT Lab., Clarksburg, MD, USA
Abstract :
Digital communications systems commonly use compression (source coding) and error control (channel coding) to allow efficient and robust transmission of data over noisy channels. When compression is imperfect, some residual redundancy remains in the transmitted data and can be exploited at the decoder to improve the decoder´s probability-of-error performance. A new approach to joint source-channel maximum a posteriori probability (MAP) decoding applicable to systems employing variable-length source codes (VLCs) was previously developed by the authors-the resulting joint decoder´s structure is similar to that of the conventional Viterbi decoder. This paper extends the authors´ previous work to address the problem of error propagation, an inherent problem with using VLCs. Options considered include list decoding, trellis-pruning, and composite schemes. Simulation results presented show that the proposed techniques can result in significant improvement in decoding performance
Keywords :
combined source-channel coding; data communication; digital communication; error statistics; maximum likelihood decoding; noise; variable length codes; MAP decoding; Viterbi decoder; channel coding; composite schemes; data compression; decoding performance; digital communications systems; efficient data transmission; error control; error probability performance; error propagation; joint source-channel decoding; list decoding; maximum a posteriori probability decoding; maximum likelihood decoder; noisy channels; residual redundancy; robust data transmission; simulation results; source coding; trellis-pruning; variable-length encoded sources; variable-length source codes; Channel coding; Convolutional codes; Error correction; Laboratories; Maximum likelihood decoding; Redundancy; Robust control; Robustness; Source coding; Viterbi algorithm;
Conference_Titel :
Wireless Communications and Networking Conference, 1999. WCNC. 1999 IEEE
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-5668-3
DOI :
10.1109/WCNC.1999.796815