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Minimum Cost Hypothesis Testing for Utility-Based Sleep-Mode

Authors
Seo, Jun-BaeJin, Hu
Issue Date
Nov-2018
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Sleep-mode; Markov-modulated Poisson process; minimum hypothesis testing
Citation
IEEE COMMUNICATIONS LETTERS, v.22, no.11, pp.2262 - 2265
Indexed
SCIE
SCOPUS
Journal Title
IEEE COMMUNICATIONS LETTERS
Volume
22
Number
11
Start Page
2262
End Page
2265
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/5174
DOI
10.1109/LCOMM.2018.2868353
ISSN
1089-7798
Abstract
This letter considers designing a utility-based sleep-mode for the system with a traffic source of Markov-modulated Poisson process. Our design framework makes use of the minimum cost hypothesis testing to detect the state of the traffic source. More specifically, observing a packet arrival for a finite time interval, the system decides to enter sleep-mode with the hypothesis that the traffic source should be in the state with the lowest packet arrival rate. In designing the hypothesis testing, we consider two sleep-modes, such as V-policy and N-policy, and show how long the system should observe an incoming packet and when to wake up under two sleep-modes in conjunction with discontinuous reception mechanism.
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ERICA 공학대학 (SCHOOL OF ELECTRICAL ENGINEERING)
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