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Optimal coordinated resource allocation in ad hoc network systems: A sequential two-stage approach

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1 Author(s)
Hui, Qing ; Dept. of Mech. Eng., Texas Tech Univ., Lubbock, TX, USA

Motivated by various problems such as distributed computation and multiagent coordination, an optimal coordinated resource allocation problem under dynamically changing environment has been solved by means of a sequential, two-stage, optimal semistable control approach. Technically we formulate this resource allocation problem into a linear, time-varying quadratic semistabilization problem with topologically changing, distributed iterative algorithms for resource allocation in peer-to-peer networks. To solve this problem, we propose a novel, sequential two-stage design. The first stage is to guarantee the convergence of the optimal policy while the second stage is to derive the explicit recursive formulas for optimal strategies under a finite set of convergence-guaranteed candidate policies.

Published in:

Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on

Date of Conference:

12-15 Dec. 2011

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