Joint Source-Channel Coding of JPEG 2000 Image Transmission Over Two-Way Multi-Relay Networks

In this paper, we develop a two-way multi-relay scheme for JPEG 2000 image transmission. We adopt a modified time-division broadcast cooperative protocol, and derive its power allocation and relay selection under a fairness constraint. The symbol error probability of the optimal system configuration...

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Bibliographic Details
Published in:IEEE transactions on image processing Vol. 26; no. 7; pp. 3594 - 3608
Main Authors: Bi, Chongyuan, Liang, Jie
Format: Journal Article
Language:English
Published: United States IEEE 01.07.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Algorithms
Broadcasting
Complexity
Complexity theory
Computer simulation
Distortion
Dynamic programming
Dynamical systems
Image coding
Image compression
Image transmission
Joint source-channel coding
JPEG 2000
JPEG encoders-decoders
Networks
Optimization
Packets (communication)
power allocation
Protocols
Relay networks
relay selection
Relays
Resource management
Transform coding
two-way multi-relay system
Wireless communication
ISSN:1057-7149, 1941-0042, 1941-0042
Online Access:Get full text
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Summary:In this paper, we develop a two-way multi-relay scheme for JPEG 2000 image transmission. We adopt a modified time-division broadcast cooperative protocol, and derive its power allocation and relay selection under a fairness constraint. The symbol error probability of the optimal system configuration is then derived. After that, a joint source-channel coding (JSCC) problem is formulated to find the optimal number of JPEG 2000 quality layers for the image and the number of channel coding packets for each JPEG 2000 codeblock that can minimize the reconstructed image distortion for the two users, subject to a rate constraint. Two fast algorithms based on dynamic programming and branch and bound are then developed. Simulation demonstrates that the proposed JSCC scheme achieves better performance and lower complexity than other similar transmission systems.
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ISSN:1057-7149
1941-0042
1941-0042
DOI:10.1109/TIP.2017.2700765