Title :
A distortion optimal rate allocation algorithm for transmission of embedded bitstreams over noisy channels
Author :
Banihashemi, Amir H. ; Hatam, Ahmad
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON
fDate :
10/1/2008 12:00:00 AM
Abstract :
We propose a distortion optimal rate allocation algorithm for robust transmission of embedded bitstreams over noisy channels. The algorithm is based on the backward application of a Viterbi-like algorithm to a search trellis, and can be applied to both scenarios of fixed and variable channel packet length problems, referred to as FPP and VPP, respectively. For the VPP, the complexity of the algorithm is comparable to the well-known dynamic programming approach of Chande and Farvardin. For the FPP, where no low-complexity algorithm is known, the complexity of the proposed algorithm is O(N/sup 2/), where N is the number of transmitted packets.
Keywords :
Viterbi decoding; combined source-channel coding; computational complexity; dynamic programming; telecommunication channels; trellis codes; variable length codes; Viterbi-like algorithm; backward application algorithm; combined source-channel coding; complexity algorithm; distortion optimal rate allocation algorithm; dynamic programming approach; embedded bitstreams transmission; fixed packet length problems; low-complexity algorithm; noisy channels; search trellis; unequal error protection; variable channel packet length problems; Channel coding; Cost function; Dynamic programming; Error correction; Error correction codes; Rate distortion theory; Robustness; Signal to noise ratio; Systems engineering and theory; Viterbi algorithm; Combined source/channel coding; Viterbi algorithm; distortion optimal rate allocation algorithm; embedded bitstreams; embedded coding; joint source/channel coding; progressively coded bitstreams; trellis; unequal error protection;
Journal_Title :
Communications, IEEE Transactions on
Conference_Location :
10/1/2008 12:00:00 AM
DOI :
10.1109/TCOMM.2008.060593