Name
Title | ||
|---|---|---|
Optimal Sampling Rate Assignment with Dynamic Route Selection for Real-Time Wireless Sensor Networks |
Abstract | ||
|---|---|---|
The allocation of computation and communication resources in a manner that optimizes aggregate system performance is a crucial aspect of system management. Wireless sensor network poses new challenges due to the resource constraints and real-time requirements. Existing work has dealt with the real-time sampling rate assignment problem, under single processor case and network case with static routing environment. For wireless sensor networks, in order to achieve better overall network performance, routing should be considered together with the rate assignments of individual flows. In this paper, we address the problem of optimizing sampling rates with dynamic route selection for wireless sensor networks. We model the problem as a constrained optimization problem and solve it under the network utility maximization framework. Based on the primal-dual method and dual decomposition technique, we design a distributed algorithm that achieves the optimal global network utility considering both dynamic route decision and rate assignment. Extensive simulations have been conducted to demonstrate the efficiency and efficacy of our proposed solutions. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/RTSS.2008.22 | RTSS |
Keywords | Field | DocType |
rate assignment,sampling rate,static routing environment,realtime sampling rate assignment,wireless sensor network,dynamic route decision,resource allocation,aggregate system performance,network utility maximization,network case,optimization problem,overall network performance,dynamic routing,constrained optimization problem,real-time routing,wireless sensor networks,dual decomposition technique,primal-dual method,telecommunication network routing,optimal global network utility,network utility maximization framework,real-time wireless sensor networks,dynamic route selection,optimal sampling rate assignment,real-time sampling rate assignment problem,real time,assignment problem,computer architecture,system management,distributed algorithm,network performance,real time systems,optimization,routing,base stations | Key distribution in wireless sensor networks,Mathematical optimization,Static routing,Computer science,Real-time computing,Assignment problem,Distributed algorithm,Resource allocation,Mobile wireless sensor network,Wireless sensor network,Network performance,Distributed computing | Conference |
ISSN | ISBN | Citations |
1052-8725 | 978-0-7695-3477-0 | 26 |
PageRank | References | Authors |
0.96 | 28 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Weihuan Shu | 1 | 37 | 1.97 |
| Xue Liu | 2 | 3058 | 193.41 |
| Zonghua Gu | 3 | 748 | 51.23 |
| Sathish Gopalakrishnan | 4 | 426 | 33.10 |