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A Multiobjective Optimization Framework for Routing in Wireless Ad Hoc Networks

Katia Jaffrès-Runser 1, 2, * Schurgot Mary R. 1 Cristina Comaniciu 1 Jean-Marie Gorce 2
* Corresponding author
2 SWING - Smart Wireless Networking
Inria Grenoble - Rhône-Alpes, CITI - CITI Centre of Innovation in Telecommunications and Integration of services
Abstract : Wireless ad hoc networks are seldom characterized by one single performance metric, yet the current literature lacks a flexible framework to assist in characterizing the design tradeoffs in such networks. The aim of this paper is not to propose another routing strategy. Instead, we address this problem by proposing a new modeling framework for routing in ad hoc networks, which will result in a better understanding of network behavior and performance when multiple criteria are relevant. Our approach is to take a holistic view of the network that captures the cross-interactions among interference management techniques implemented at various layers of the protocol stack. The resulting framework is a complex multiobjective optimization problem that can be solved through existing multiobjective search techniques. In this contribution, we present the Pareto optimal sets for an example sensor network when delay, robustness and energy are considered.
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https://hal.inria.fr/inria-00449010
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Submitted on : Wednesday, January 20, 2010 - 4:33:03 PM
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Katia Jaffrès-Runser, Schurgot Mary R., Cristina Comaniciu, Jean-Marie Gorce. A Multiobjective Optimization Framework for Routing in Wireless Ad Hoc Networks. [Research Report] RR-7180, INRIA. 2010, pp.19. ⟨inria-00449010⟩

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