On the packet loss correlation in wireless mesh networks

State-of-the-art analysis and protocols in wireless mesh networks typically assume an independent packet loss channel for each receiver of a transmission. Although this is usually transparent for single-path protocol design, this assumption may severely degrade the performance of opportunistic and/o...

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Main Authors: Pahlevani, Peyman, Cabrera, Juan A., Lucani, Daniel E., Fitzek, Frank H.P., Medard, Muriel
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Association for Computing Machinery (ACM) 2017
Online Access:http://hdl.handle.net/1721.1/111001
https://orcid.org/0000-0003-4059-407X
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author Pahlevani, Peyman
Cabrera, Juan A.
Lucani, Daniel E.
Fitzek, Frank H.P.
Medard, Muriel
author2 Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
author_facet Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Pahlevani, Peyman
Cabrera, Juan A.
Lucani, Daniel E.
Fitzek, Frank H.P.
Medard, Muriel
author_sort Pahlevani, Peyman
collection MIT
description State-of-the-art analysis and protocols in wireless mesh networks typically assume an independent packet loss channel for each receiver of a transmission. Although this is usually transparent for single-path protocol design, this assumption may severely degrade the performance of opportunistic and/or multi-path routing approaches as well as network coding (NC) subgraph selection problems (routing in NC). This paper proposes simple channel models to incorporate the effect of correlation between receivers in a parametric fashion and supports them with a measurement campaign that leverages various commercial devices and network conditions. Finally, we illustrate the effect of correlation in the design and performance of the PlayNCool network coding protocol introduced by the authors in prior work. Our results show that the modified PlayNCool protocol decreases the overhead by a factor of 2.5x.
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spelling mit-1721.1/1110012022-09-29T11:23:34Z On the packet loss correlation in wireless mesh networks Pahlevani, Peyman Cabrera, Juan A. Lucani, Daniel E. Fitzek, Frank H.P. Medard, Muriel Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology. Research Laboratory of Electronics Medard, Muriel State-of-the-art analysis and protocols in wireless mesh networks typically assume an independent packet loss channel for each receiver of a transmission. Although this is usually transparent for single-path protocol design, this assumption may severely degrade the performance of opportunistic and/or multi-path routing approaches as well as network coding (NC) subgraph selection problems (routing in NC). This paper proposes simple channel models to incorporate the effect of correlation between receivers in a parametric fashion and supports them with a measurement campaign that leverages various commercial devices and network conditions. Finally, we illustrate the effect of correlation in the design and performance of the PlayNCool network coding protocol introduced by the authors in prior work. Our results show that the modified PlayNCool protocol decreases the overhead by a factor of 2.5x. 2017-08-23T17:39:10Z 2017-08-23T17:39:10Z 2014-08 Article http://purl.org/eprint/type/ConferencePaper 9781450330367 http://hdl.handle.net/1721.1/111001 Pahlevani, Peyman, et al. “On the Packet Loss Correlation in Wireless Mesh Networks.” Proceedings of the 2014 ACM International Workshop on Wireless and Mobile Technologies for Smart Cities, August 2014, Philadelphia, Pennsylvania, USA, Association for Computing Machinery (ACM) August 2014 © 2014 Association for Computing Machinery (ACM) https://orcid.org/0000-0003-4059-407X en_US http://dx.doi.org/10.1145/2633661.2633673 Proceedings of the 2014 ACM international workshop on Wireless and mobile technologies for smart cities - WiMobCity '14 Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf Association for Computing Machinery (ACM) MIT Web Domain
spellingShingle Pahlevani, Peyman
Cabrera, Juan A.
Lucani, Daniel E.
Fitzek, Frank H.P.
Medard, Muriel
On the packet loss correlation in wireless mesh networks
title On the packet loss correlation in wireless mesh networks
title_full On the packet loss correlation in wireless mesh networks
title_fullStr On the packet loss correlation in wireless mesh networks
title_full_unstemmed On the packet loss correlation in wireless mesh networks
title_short On the packet loss correlation in wireless mesh networks
title_sort on the packet loss correlation in wireless mesh networks
url http://hdl.handle.net/1721.1/111001
https://orcid.org/0000-0003-4059-407X
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