Interference constrained network control based on curvature

This paper proceeds from the premise that the topology of interference constrained wireless networks heavily impacts their node-to-node delay, routing energy, and capacity region. We quantitatively analyze how the discrete Ollivier-Ricci curvature of a network affects the performance metrics of seve...

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Bibliographic Details
Published inProceedings of the American Control Conference pp. 6036 - 6041
Main Authors Chi Wang, Jonckheere, Edmond, Banirazi, Reza
Format Conference Proceeding Journal Article
LanguageEnglish
Published American Automatic Control Council (AACC) 01.07.2016
Subjects
Computer networks
Constraints
Curvature
Delays
Dirichlet problem
Heating
High definition video
Mathematical analysis
Network topology
Protocol (computers)
Routing
Routing (telecommunications)
Routing protocols
Topology
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Summary:This paper proceeds from the premise that the topology of interference constrained wireless networks heavily impacts their node-to-node delay, routing energy, and capacity region. We quantitatively analyze how the discrete Ollivier-Ricci curvature of a network affects the performance metrics of several routing protocols. Since different protocols are optimal relative to different metrics under different topologies, an adaptive control system is proposed that identifies the topology curvature and selects the best protocol under current circumstances subject to user needs. Also, we analyze how sensitive the four routing protocols (Heat Diffusion, Dirichlet, Back Pressure and Shortest Path Routing) under examination are to varying topological environment, as it would commonly be encountered in wireless networks.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
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SourceType-Conference Papers & Proceedings-2
ISSN:2378-5861
DOI:10.1109/ACC.2016.7526617