Neighbor-Aware Energy-Efficient Monitoring System for Energy Harvesting Internet of Things
- Authors
- Ko, Haneul; Pack, Sangheon
- Issue Date
- 6월-2019
- Publisher
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
- Keywords
- Constraint stochastic game; energy harvesting; environmental map (EM); Internet of Things (IoT); spatial correlation
- Citation
- IEEE INTERNET OF THINGS JOURNAL, v.6, no.3, pp.5745 - 5752
- Indexed
- SCIE
SCOPUS
- Journal Title
- IEEE INTERNET OF THINGS JOURNAL
- Volume
- 6
- Number
- 3
- Start Page
- 5745
- End Page
- 5752
- URI
- https://scholar.korea.ac.kr/handle/2021.sw.korea/65297
- DOI
- 10.1109/JIOT.2019.2905573
- ISSN
- 2327-4662
- Abstract
- In environmental monitoring systems, unnecessary transmissions can occur when an Internet of Things (IoT) device transmits its data without any consideration on neighbors' transmissions. In this paper, we propose a neighbor-aware energy-efficient monitoring system (NA-EEMS) for energy harvesting IoT devices. In NA-EEMS, to exploit spatial correlation among IoT devices, geographically proximate IoT devices transmit their sensed data in a distributed manner by means of a constraint stochastic game. We devise a best response dynamics-based algorithm to obtain a multipolicy constrained Nash equilibrium. Evaluation results demonstrate that NA-EEMS can improve the network lifetime while preserving the monitoring probability above a desired level.
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- Appears in
Collections - Graduate School > Department of Computer and Information Science > 1. Journal Articles
- College of Engineering > School of Electrical Engineering > 1. Journal Articles
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