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Measurement-based simulation of WiFi interference

Published: 03 November 2013 Publication History

Abstract

A typical wireless network exhibits time-varying channel conditions and complex interference relationships, which are also influenced by different vendor implementations. Therefore, to improve the mapping between wireless simulation and real life, site and device specific models are needed. In this paper, we propose such interference models, called BOWLsim-advanced, based on measurements in two WiFi testbeds. We validate BOWLsim-advanced in complex interference scenarios comprising of hidden terminals, multi-hop flows, and inter-flow interference and show that it has better accuracy compared to both our earlier work and the default interference model of ns-3 (Network Simulator 3). However, the maximum improvement is observed for hidden terminals at the PHY layer, and for multi-hop flows and unicast communication, performance varies based on whether nodes are able to carrier-sense each other or have asymmetric interference. Essentially, our results show that PHY-layer models become insufficient for asymmetric interference, which requires better MAC layer models for higher accuracy.

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  • (2014)Site-Specific Models for Realistic Wireless Network SimulationACM Transactions on Modeling and Computer Simulation10.1145/266163025:1(1-24)Online publication date: 13-Nov-2014

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Published In

cover image ACM Conferences
MSWiM '13: Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
November 2013
468 pages
ISBN:9781450323536
DOI:10.1145/2507924
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Publication History

Published: 03 November 2013

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Author Tags

  1. interference
  2. measurements
  3. wifi

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MSWiM '13 Paper Acceptance Rate 42 of 184 submissions, 23%;
Overall Acceptance Rate 398 of 1,577 submissions, 25%

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  • (2014)Site-Specific Models for Realistic Wireless Network SimulationACM Transactions on Modeling and Computer Simulation10.1145/266163025:1(1-24)Online publication date: 13-Nov-2014

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