articleIEEE Signal Processing MagazineAug 31, 2004Closed access

Compression via channel coding - Distributed source coding for sensor networks

Texas A&M University

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Abstract

In recent years, sensor research has been undergoing a quiet revolution, promising to have a significant impact throughout society that could quite possibly dwarf previous milestones in the information revolution. Realizing the great promise of sensor networks requires more than a mere advance in individual technologies. It relies on many components working together in an efficient, unattended, comprehensible, and trustworthy manner. One of the enabling technologies in sensor networks is the distributed source coding (DSC), which refers to the compression of the multiple correlated sensor outputs that does not communicate with each other. DSC allows a many-to-one video coding paradigm that effectively swaps…

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Keywords
  • Tunstall coding
  • Distributed source coding
  • Context-adaptive binary arithmetic coding
  • Computer science
  • Encoder
  • Context-adaptive variable-length coding
  • Shannon–Fano coding
  • Coding (social sciences)
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