Title :
Asymptotic Error-Correcting Performance of Joint Source-Channel Schemes based on Arithmetic Coding
Author :
Ben-Jamaa, Salma ; Weidmann, Claudio ; Kieffer, Michel
Author_Institution :
LSS-CNRS-Supelec, Univ. de Paris-Sud, Gif-sur-Yvette
Abstract :
In joint source-channel (JSC) schemes based on arithmetic coding (AC), additional redundancy may be introduced in order to reduce transmission errors. The purpose of this work is to provide analytical tools to predict and evaluate the effectiveness of that redundancy. Integer binary AC is modeled by a reduced-state automaton in order to obtain a bit-clock trellis of the AC. Considering AC as a trellis code, distance spectra are then derived. In particular, an algorithm to compute the free distance of an arithmetic code is proposed. The obtained code properties allow to compute upper bounds on both bit error and symbol error probabilities and thus provide an objective criterion to analyze the behavior of JSCAC schemes when used on noisy channels
Keywords :
arithmetic codes; binary codes; combined source-channel coding; error correction codes; error statistics; trellis codes; JSCAC; asymptotic error-correcting performance; bit error probability; integer binary arithmetic coding; joint source-channel scheme; noisy channel; reduced-state automaton; symbol error probability; trellis code; Arithmetic; Automata; Computational modeling; Convolutional codes; Decoding; Error correction; Error probability; Redundancy; Robustness; Upper bound;
Conference_Titel :
Multimedia Signal Processing, 2006 IEEE 8th Workshop on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-9751-7
Electronic_ISBN :
0-7803-9752-5
DOI :
10.1109/MMSP.2006.285310