NDLI: A novel cooperative communication protocol for QoS provisioning in wireless sensor networks

Content Provider	IEEE Xplore Digital Library
Author	Xuedong Liang Min Chen Yang Xiao Balasingham, I. Leung, V.C.M.
Copyright Year	2009
Description	Author affiliation: Dept. of Computer Science, University of Alabama, Tuscaloosa, 35487, USA (Yang Xiao) \|\| The Interventional Center, Rikshospitalet University Hospital, Oslo, Norway N-0027 (Balasingham, I.) \|\| Dept. of Informatics, University of Oslo, Norway N-0316 (Xuedong Liang) \|\| Dept. of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada V6T 1Z4 (Min Chen; Leung, V.C.M.)
Abstract	Cooperative communications have been demonstrated to be effective in combating the multiple fading effects in wireless networks, and improving the network performance in terms of adaptivity, reliability, data throughput and network life time. In this paper, we investigate the use of cooperative communications for quality of service (QoS) provisioning in resource-constrained wireless sensor networks, and propose MRL-CC, a Multi-agent Reinforcement Learning based multi-hop mesh Cooperative Communication mechanism for wireless sensor networks. In order to disseminate data reliably in MRL-CC, a multi-hop mesh cooperative structure is first constructed. Then a cooperative mechanism with cooperative partner assignments, and coding and transmission schemes is implemented using a multi-agent reinforcement learning algorithm. We compare the network performance of MRL-CC with MMCC [1], a Multi-hop Mesh structure based Cooperative Communication scheme, and investigate the impacts of network traffic load, interference and sensor node's mobility on the network performance. Simulation results show that MRL-CC performs well in terms of a number of QoS metrics, and fits well in large-scale networks and highly dynamic environments.
Starting Page	1
Ending Page	6
File Size	1659878
Page Count	6
File Format	PDF
ISBN	9781424428465
DOI	10.1109/TRIDENTCOM.2009.4976244
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-04-06
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Learning Fading Wireless sensor networks Wireless application protocol Wireless mesh networks Quality of service Spread spectrum communication Telecommunication traffic Throughput Telecommunication network reliability
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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