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Optimizing Flows in Changing Tree-based Sensor Networks | IEEE Conference Publication | IEEE Xplore

Optimizing Flows in Changing Tree-based Sensor Networks


Abstract:

Military sensor networks often operate in resource challenged environments. This poses the problem of how to allocate resources to sensors flow to accomplish a mission. I...Show More

Abstract:

Military sensor networks often operate in resource challenged environments. This poses the problem of how to allocate resources to sensors flow to accomplish a mission. In this paper we consider a set of sensors that communicate observations up a tree to a fusion center. The value of the mission is modeled by a separable increasing concave functions and we develop a low complexity one step algorithm that allocates link capacities to each sensor so as to maximize this function. By limiting ourselves to a tree topology, we derive several important benefits, including the ability to quickly adapt to changes in utility functions or topology, and in a straightforward way to run our algorithm in a parallel, distributed manner over the network with little communication overhead and no centralized planning.
Date of Conference: 29 November 2021 - 02 December 2021
Date Added to IEEE Xplore: 30 December 2021
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Conference Location: San Diego, CA, USA

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