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Minimum Cost Hypothesis Testing for Utility-Based Sleep-Mode

Title
Minimum Cost Hypothesis Testing for Utility-Based Sleep-Mode
Author
Hu Jin
Keywords
Sleep-mode; Markov-modulated Poisson process; minimum hypothesis testing
Issue Date
2018-11
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation
IEEE COMMUNICATIONS LETTERS, v. 22, No. 11, Page. 2262-2265
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.
URI
https://ieeexplore.ieee.org/abstract/document/8453901https://repository.hanyang.ac.kr/handle/20.500.11754/98826
ISSN
1089-7798; 1558-2558
DOI
10.1109/LCOMM.2018.2868353
Appears in Collections:
COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > ELECTRICAL ENGINEERING(전자공학부) > Articles
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