Minimum Cost Hypothesis Testing for Utility-Based Sleep-Mode
- Authors
- Seo, Jun-Bae; Jin, 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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