Decentralized detection over multiple-access channels

Tolga M. Duman, Masoud Salehi

Research output: Contribution to journalArticle

71 Citations (Scopus)

Abstract

We study the decentralized detection problem in a general framework where arbitrary number of quantization levels at the local sensors are allowed, and transmission from the sensors to the fusion center is subject to both noise and interchannel interference. We treat wth Bayesian and Neyman-Pearson approaches to the problem, and develop an iterative descent algorithm to design the optimal quantizers and fusion rule. Some numerical examples for both approaches are also presented.

Original languageEnglish (US)
Pages (from-to)469-476
Number of pages8
JournalIEEE Transactions on Aerospace and Electronic Systems
Volume34
Issue number2
DOIs
StatePublished - 1998
Externally publishedYes

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Fusion reactions
Sensors

ASJC Scopus subject areas

  • Aerospace Engineering
  • Electrical and Electronic Engineering
  • Computer Networks and Communications

Cite this

Decentralized detection over multiple-access channels. / Duman, Tolga M.; Salehi, Masoud.

In: IEEE Transactions on Aerospace and Electronic Systems, Vol. 34, No. 2, 1998, p. 469-476.

Research output: Contribution to journalArticle

Duman, Tolga M. ; Salehi, Masoud. / Decentralized detection over multiple-access channels. In: IEEE Transactions on Aerospace and Electronic Systems. 1998 ; Vol. 34, No. 2. pp. 469-476.
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