DocumentCode
271553
Title
A college admissions game for uplink user association in wireless small cell networks
Author
Saad, Walid ; Zhu Han ; Rong Zheng ; Debbah, MeÌrouane ; Poor, H. Vincent
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Miami, Miami, FL, USA
fYear
2014
fDate
April 27 2014-May 2 2014
Firstpage
1096
Lastpage
1104
Abstract
In this paper, the problem of uplink user association in small cell networks, which involves interactions between users, small cell base stations, and macro-cell stations, having often conflicting objectives, is considered. The problem is formulated as a college admissions game with transfers in which a number of colleges, i.e., small cell and macro-cell stations seek to recruit a number of students, i.e., users. In this game, the users and access points (small cells and macro-cells) rank one another based on preference functions that capture the users´ need to optimize their utilities which are functions of packet success rate (PSR) and delay as well as the small cells´ incentive to extend the macro-cell coverage (e.g., via cell biasing/range expansion) while maintaining the users´ quality-of-service. A distributed algorithm that combines notions from matching theory and coalitional games is proposed to solve the game. The convergence of the algorithm is shown and the properties of the resulting assignments are discussed. Simulation results show that the proposed approach yields a performance improvement, in terms of the average utility per user, reaching up to 23% relative to a conventional, best-PSR algorithm.
Keywords
cellular radio; game theory; quality of service; PSR algorithm; QoS; cell base stations; cell biasing-range expansion; coalitional games; college admissions game; distributed algorithm; macrocell stations; matching theory; packet success rate; preference functions; quality-of-service; uplink user association; wireless small cell networks; Computers; Delays; Educational institutions; Games; Quality of service; Uplink; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
INFOCOM, 2014 Proceedings IEEE
Conference_Location
Toronto, ON
Type
conf
DOI
10.1109/INFOCOM.2014.6848040
Filename
6848040
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