NDLI: Distributed learning game based spectrum sharing and resource selection for femtocells

Content Provider	IEEE Xplore Digital Library
Author	Alnwaimi, G. Vahid, S. Moessner, K.
Copyright Year	2015
Description	Author affiliation: Electr. & Comput. Eng. Dept., King Abdulaziz Univ., Jeddah, Saudi Arabia (Alnwaimi, G.) \|\| Inst. for Commun. Syst., Univ. of Surrey, Guildford, UK (Vahid, S.; Moessner, K.)
Abstract	This work investigates enabling technology for spectrum sharing in heterogeneous networks (HetNets) deployment, particularly, when a layer of femtocells (FCs) overlaid upon a mobile cellular network. We propose a fully distributed strategic learning based model that enables Femtocells to autonomously identify spectrum use pattern, and accordingly select available resources, such as to operate under restrictions of avoiding interference and satisfy a certain QoS requirements. The simulation results show that the proposed model can identify unused spectral resources of underlying macrocells network, and FCs can autonomously adjust their spectrum resources and converge to a solution concept that satisfy both networks conditions. We show that intra/inter-tier interference can be reduced significantly, thus resulting in higher cell throughputs. Such a distributed intelligent scheme can provide a practical solution to the main challenges in opportunistic spectrum use and interference management in HetNets.
Starting Page	331
Ending Page	337
File Size	1237413
Page Count	7
File Format	PDF
ISBN	9781479980789
DOI	10.1109/ICT.2015.7124706
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-04-27
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Macrocell networks Interference Games Quality of service Throughput Femtocells
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
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