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  1. Proceedings of the 2009 MobiHoc S3 workshop on MobiHoc S3 (MobiHoc S3 '09)
  2. A mean field approach to competition in large scale wireless systems
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Reliable distributed computing on unreliable radio channels
ParkNet: a mobile sensor network for harvesting real time vehicular parking information
Approaching throughput-optimality in a distributed CSMA algorithm: collisions and stability
A failsafe architecture for mesh testbeds with real users
Towards the performance analysis of IEEE 802.16 backbone mesh networks
Aziala-net: deploying a scalable multi-hop wireless testbed platform for research purposes
A mean field approach to competition in large scale wireless systems
Haggle: a data-centric network architecture for mobile devices
Stochastic link-level dynamics in mobile ad-hoc networks: several interesting aspects
Into the wild: taming uncertainty in perpetual mobile networks
Code construction for multiple sources network coding
MeshMon: a multi-tiered framework for wireless mesh networkmonitoring

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Article

A mean field approach to competition in large scale wireless systems

Content Provider ACM Digital Library
Author Adlakha, Sachin Johari, Ramesh Weintraub, Gabriel Goldsmith, Andrea
Abstract We study competition between wireless devices in a dynamic setting. We model such systems as non-cooperative stochastic games. Computing the equilibrium behavior of devices in stochastic games is computationally prohibitive, especially when the number of devices are large. To deal with the complexity of such large scale systems, we use an approximate solution concept called the oblivious equilibrium, (proposed by Weintraub et. al) where each device reacts to the aggregate state of other devices. We show that under some structural assumptions on the model primitives of the game, the oblivious equilibrium approximates the actual Markov perfect equilibrium. This allows us to use compute the equilibrium behavior of these devices in large scale games.
Starting Page 13
Ending Page 16
Page Count 4
File Format PDF
ISBN 9781605585215
DOI 10.1145/1540358.1540363
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2009-05-18
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Stochastic games Large scale systems
Content Type Text
Resource Type Article
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