Multi-Hop Network With Multiple Decision Centers Under Expected-Rate Constraints

We consider a multi-hop distributed hypothesis testing problem with multiple decision centers (DCs) for testing against independence and where the observations obey some Markov chain. For this system, we characterize the fundamental type-II error exponents region, i.e., the type-II error exponents t...

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Bibliographic Details
Published in:	IEEE transactions on information theory Vol. 69; no. 7; pp. 4255 - 4283
Main Authors:	Hamad, Mustapha, Wigger, Michele, Sarkiss, Mireille
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.07.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Institute of Electrical and Electronics Engineers
Subjects:	Asymptotic methods Computer Science distributed hypothesis testing Encoding error exponents Error probability expected-rate constraints Exponents Hypothesis testing Markov chains Markov processes Multi-hop Multiplexing Permissible error Spread spectrum communication Symbols Testing variable-length coding Expected-rate constraints Multi-hop Variable-length coding Distributed hypothesis testing Error exponents
ISSN:	0018-9448, 1557-9654
Online Access:	Get full text
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