Adaptive source-channel subband video coding for wireless channels

Citation
M. Srinivasan et R. Chellappa, Adaptive source-channel subband video coding for wireless channels, IEEE J SEL, 16(9), 1998, pp. 1830-1839
Citations number
21
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
ISSN journal
07338716 → ACNP
Volume
16
Issue
9
Year of publication
1998
Pages
1830 - 1839
Database
ISI
SICI code
0733-8716(199812)16:9<1830:ASSVCF>2.0.ZU;2-D
Abstract
This paper presents a general framework for combined source-channel coding within the context of subband coding. The unequal importance of subbands in reconstruction of the source is exploited by an appropriate allocation of source and channel coding rates for the coding and transmission of subbands over a noisy channel, For each subband, the source coding rate as well as the level of protection (quantified by the channel coding rate) are jointly chosen to minimize the total end-to-end mean-squared distortion suffered b y the source. This allocation of source and channel coding rates is posed a s a constrained optimization problem, and solved using a generalized bit al location algorithm. The optimal choice of source and channel coding rates d epends on the state of the physical channel. These results are extended to transmission over fading channels using a finite state model, where every s tate corresponds to an additive white Gaussian noise (AWGN) channel. A codi ng strategy is also developed that minimizes the average distortion when th e channel state is unavailable at the transmitter. Experimental results are provided that demonstrate application of these combined source-channel cod ing strategies on video sequences.