Design and Implementation of a Predictive Control Strategy for Power Management of a Wireless Sensor Network - Archive ouverte HAL
Communication Dans Un Congrès Année : 2015

Design and Implementation of a Predictive Control Strategy for Power Management of a Wireless Sensor Network

Résumé

Technological advances have made wireless sensor nodes cheap and reliable enough to be brought into various application domains. The limited energy capacity of sensor nodes is the key factor that restricts their lifespan. In this paper, a Predictive Control strategy for Dynamic Power Management of a set of wireless sensor nodes is proposed. The control formulation is based on Model Predictive Control with constraints and binary optimization variables, leading to a Mixed Integer Quadratic Programming problem. The control algorithm proposed guarantees services and performances levels with a minimum number of active nodes and/or a minimum load on such components. The strategy is evaluated on a real test-bench with wireless sensor nodes equipped with batteries and harvesting systems. Experimental results show the effectiveness of the control method proposed.

Domaines

Automatique
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Dates et versions

hal-01140750 , version 1 (09-04-2015)

Identifiants

  • HAL Id : hal-01140750 , version 1

Citer

Olesia Mokrenko, Maria Isabel Vergara Gallego, Warody Lombardi, Suzanne Lesecq, Diego Puschini, et al.. Design and Implementation of a Predictive Control Strategy for Power Management of a Wireless Sensor Network. IEEE European Control Conference, Jul 2015, Linz, Austria. ⟨hal-01140750⟩
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