DocumentCode :
1370079
Title :
Exchange Economy in Two-User Multiple-Input Single-Output Interference Channels
Author :
Mochaourab, Rami ; Jorswieck, Eduard A.
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Dresden Univ. of Technol., Dresden, Germany
Volume :
6
Issue :
2
fYear :
2012
fDate :
4/1/2012 12:00:00 AM
Firstpage :
151
Lastpage :
164
Abstract :
We study the conflict between two links in a multiple-input single-output interference channel. This setting is strictly competitive and can be related to perfectly competitive market models. In such models, general equilibrium theory is used to determine equilibrium measures that are Pareto optimal. First, we consider the links to be consumers that can trade goods within themselves. The goods in our setting correspond to beamforming vectors. We utilize the conflict representation of the consumers in the Edgeworth box, a graphical tool that depicts the allocation of the goods for the two consumers, to provide closed-form solution to all Pareto optimal outcomes. Afterwards, we model the situation between the links as a competitive market which additionally defines prices for the goods. The equilibrium in this economy is called Walrasian and corresponds to the prices that equate the demand to the supply of goods. We calculate the unique Walrasian equilibrium and propose a coordination process that is realized by an arbitrator which distributes the Walrasian prices to the consumers. The consumers then calculate in a decentralized manner their optimal demand corresponding to beamforming vectors that achieve the Walrasian equilibrium. This outcome is Pareto optimal and dominates the noncooperative outcome of the systems. Thus, based on the game theoretic model and solution concept, an algorithm for a distributed implementation of the beamforming problem in multiple-input single-output interference channels is provided.
Keywords :
MIMO communication; Pareto analysis; array signal processing; competitive intelligence; game theory; pricing; radio links; radiofrequency interference; resource allocation; supply and demand; telecommunication industry; wireless channels; Pareto optimal; Walrasian equilibrium; Walrasian price; beamforming vectors; closed-form solution; competitive market model; coordination process; distributed implementation; edgeworth box; exchange economy; game theoretic model; general equilibrium theory; goods allocation; goods pricing; goods supply; goods trading; graphical tool; noncooperative outcome; two-user multiple-input single-output interference channels; Array signal processing; Biological system modeling; Pareto optimization; Resource management; Signal to noise ratio; Transmitters; Vectors; Beamforming; Pareto optimality; Walrasian equilibrium; exchange economy; interference channels; multiple-input single-output (MISO);
fLanguage :
English
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
Publisher :
ieee
ISSN :
1932-4553
Type :
jour
DOI :
10.1109/JSTSP.2011.2174962
Filename :
6070948
Link To Document :
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