DocumentCode
111032
Title
Distributed Channel Assignment in Cognitive Radio Networks: Stable Matching and Walrasian Equilibrium
Author
Mochaourab, Rami ; Holfeld, Bernd ; Wirth, Thomas
Author_Institution
Signal Process. Dept., KTH R. Inst. of Technol., Stockholm, Sweden
Volume
14
Issue
7
fYear
2015
fDate
Jul-15
Firstpage
3924
Lastpage
3936
Abstract
We consider a set of secondary transmitter-receiver pairs in a cognitive radio setting. Based on channel sensing and access performances, we consider the problem of assigning channels orthogonally to secondary users through distributed coordination and cooperation algorithms. Two economic models are applied for this purpose: matching markets and competitive markets. In the matching market model, secondary users and channels build two agent sets. We implement a stable matching algorithm in which each secondary user, based on his achievable rate, proposes to the coordinator to be matched with desirable channels. The coordinator accepts or rejects the proposals based on the channel preferences which depend on interference from the secondary user. The coordination algorithm is of low complexity and can adapt to network dynamics. In the competitive market model, channels are associated with prices and secondary users are endowed with monetary budget. Each secondary user, based on his utility function and current channel prices, demands a set of channels. A Walrasian equilibrium maximizes the sum utility and equates the channel demand to their supply. We prove the existence of Walrasian equilibrium and propose a cooperative mechanism to reach it. The performance and complexity of the proposed solutions are illustrated by numerical simulations.
Keywords
channel allocation; cognitive radio; signal detection; Walrasian equilibrium; channels orthogonally; cognitive radio networks; competitive market model; coordination algorithm; distributed channel assignment; matching markets; numerical simulations; secondary transmitter-receiver pairs; stable matching algorithm; Channel allocation; Cognitive radio; Optimization; Proposals; Quality of service; Receivers; Resource management; Cognitive radio; English auction; Walrasian equilibrium; cognitive radio; combinatorial auctions; distributed algorithms; resource allocation; spectrum sensing; stable matching;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2015.2414918
Filename
7064772
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