DocumentCode :
1735789
Title :
Local resource management of distributed sensor networks via static output feedback control
Author :
Zhang, J. ; Premaratne, K. ; Bauer, F.H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Miami Univ., Coral Gables, FL, USA
Volume :
3
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Abstract :
Avoidance of instability and congestion of task-oriented distributed sensor networks require a resource management scheme that is robust against time-varying network-induced delays caused by, for example, frequent and abrupt changes in the observed ´scene´ in a highly dynamic environment. A convenient tool for its implementation is the so-called virtual per-flow framework which essentially decouples each incoming data link of a decision node. In this paper, the time-varying delays in each loop are accounted for by incorporating them as a time-varying F-norm bounded uncertainty. After converting the resulting uncertain discrete-time system into an equivalent scaled model without uncertainty, an LMI based static output feedback controller that establishes and maintains the allocated local resources uffer set-point and bandwidth at each processing/decision node - is presented. Simulation results demonstrate the effectiveness of the proposed strategy.
Keywords :
delays; discrete time systems; distributed sensors; feedback; sensor fusion; time-varying networks; uncertain systems; F-norm bounded uncertainty; allocated local resources; decision node; distributed sensor networks; dynamic environment; incoming data link; instability; local resource management; static output feedback control; static output feedback controller; time-varying delays; time-varying network-induced delays; uncertain discrete-time system; virtual per-flow framework; Bandwidth; Delay effects; Fusion power generation; Layout; Output feedback; Resource management; Robustness; Sensor fusion; TV; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN :
0-7803-7448-7
Type :
conf
DOI :
10.1109/ISCAS.2002.1010151
Filename :
1010151
Link To Document :
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