DocumentCode
1505082
Title
Source-channel rate optimization for progressive image transmission over block fading relay channels [Transactions Papers]
Author
Kim, Hobin ; Annavajjala, Ramesh ; Cosman, Pamela C. ; Milstein, Laurence B.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, San Diego, CA, USA
Volume
58
Issue
6
fYear
2010
fDate
6/1/2010 12:00:00 AM
Firstpage
1631
Lastpage
1642
Abstract
In this paper, we are concerned with the design and analysis of joint source-channel coding schemes for block fading channels with relay-assisted distributed spatial diversity. Assuming a progressive image coder with a constraint on the transmission bandwidth, we formulate a joint source-channel rate allocation scheme that maximizes the expected source throughput. Specifically, using Gaussian as well as BPSK inputs on flat Rayleigh fading channels, we lower bound the average packet error rate by the corresponding mutual information outage probability, and derive the average throughput expression as a function of channel code rates as well as channel SNR for both a frequency-division multiplexing-based baseline system without relaying, and a half-duplex relay system with a decode-and- forward protocol. At high signal-to-noise ratio (SNR), for the systems considered in this paper, we show that our rate optimization problem is a convex function of the channel code rates, and we show that a known recursive algorithm can be used to predict the performance of both systems.
Keywords
Rayleigh channels; channel coding; combined source-channel coding; diversity reception; frequency division multiplexing; image coding; optimisation; phase shift keying; probability; protocols; visual communication; BPSK; average packet error rate; block fading relay channels; channel code rates; decode-and- forward protocol; flat Rayleigh fading channels; frequency-division multiplexing-based baseline system; half-duplex relay system; high signal-to-noise ratio; joint source-channel coding schemes; joint source-channel rate allocation scheme; lower bound; mutual information outage probability; progressive image coder; progressive image transmission; recursive algorithm; relay-assisted distributed spatial diversity; source-channel rate optimization problem; transmission bandwidth; Bandwidth; Binary phase shift keying; Decoding; Error analysis; Fading; Frequency division multiplexing; Image communication; Mutual information; Relays; Throughput; Joint source channel coding, progressive image communication, unequal error protection, cooperative relaying.;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2010.06.080203
Filename
5474628
Link To Document