Distributed source coding for multimedia multicast over heterogeneous networks

V. Stankovic, Y. Yang, Z. Xiong

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

Real-time multimedia multicast over wireless networks is an exciting application that has generated a lot of interest recently. Its main challenge lies in the stringent bandwidth and time-delay requirements of real-time multimedia and severe impairments of the wireless channels. We develop a network-aware cross-layer design for multimedia multicast over heterogeneous wireless-wireline networks, that leverages the knowledge on network information theory, multimedia processing, error control, and networking. In particular, the encoded multimedia data are broadcast to multiple Internet servers over a wireless radio link. Each server merely compresses the signal it has received using distributed source coding by exploiting mutual correlation among signals received at different servers. The receiver collects bitstreams from the servers before performing joint decoding. We provide an algorithm for optimal nonuniform scalar quantizer design at the server side that minimizes the required rate under the decoder bit error rate constraint. For scalable multimedia codes, we develop a joint source-channel coding scheme which combines error-protection at the base station and distributed source coding at the servers. Our experimental results show significant performance improvements over conventional solutions due to spatial diversity and distributed source coding gains.
LanguageEnglish
Pages220-230
Number of pages11
JournalIEEE Journal on Selected Topics in Signal Processing
Volume1
Issue number2
DOIs
Publication statusPublished - Aug 2007

Fingerprint

Heterogeneous networks
Servers
Wireless networks
Radio links
Channel coding
Information theory
Base stations
Bit error rate
Decoding
Time delay
Internet
Bandwidth
Processing

Keywords

  • bandwidth
  • cross layer design
  • decoding
  • error correction
  • source coding
  • network servers

Cite this

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title = "Distributed source coding for multimedia multicast over heterogeneous networks",
abstract = "Real-time multimedia multicast over wireless networks is an exciting application that has generated a lot of interest recently. Its main challenge lies in the stringent bandwidth and time-delay requirements of real-time multimedia and severe impairments of the wireless channels. We develop a network-aware cross-layer design for multimedia multicast over heterogeneous wireless-wireline networks, that leverages the knowledge on network information theory, multimedia processing, error control, and networking. In particular, the encoded multimedia data are broadcast to multiple Internet servers over a wireless radio link. Each server merely compresses the signal it has received using distributed source coding by exploiting mutual correlation among signals received at different servers. The receiver collects bitstreams from the servers before performing joint decoding. We provide an algorithm for optimal nonuniform scalar quantizer design at the server side that minimizes the required rate under the decoder bit error rate constraint. For scalable multimedia codes, we develop a joint source-channel coding scheme which combines error-protection at the base station and distributed source coding at the servers. Our experimental results show significant performance improvements over conventional solutions due to spatial diversity and distributed source coding gains.",
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Distributed source coding for multimedia multicast over heterogeneous networks. / Stankovic, V.; Yang, Y.; Xiong, Z.

In: IEEE Journal on Selected Topics in Signal Processing, Vol. 1, No. 2, 08.2007, p. 220-230.

Research output: Contribution to journalArticle

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