In this paper a distributed flow control law is proposed to maximize throughput and to minimize energy consumption in Energy Harvesting Wireless Sensor Networks (EH-WSNs). We preliminary recast the control problem in terms of primal–dual optimization one taking into account the bandwidth and energy autonomy node constraint. Then, we devise a distributed flow rate control implemented at each node that allows the overall network to converge to the optimal solution of the original problem. The closed loop EH-WSN stability and convergence to the optimal equilibrium are proven. The effectiveness of the proposed control law in terms of throughput and network lifetime performance is experimentally validated by a small representative EH-WSN. The experimental results are in a good agreement with the theoretical ones.

Design and experimental testing of an optimization-based flow control algorithm for Energy Harvesting Wireless Sensor Networks / Frezzetti, A.; Manfredi, S.. - In: CONTROL ENGINEERING PRACTICE. - ISSN 0967-0661. - 92:104075(2019). [10.1016/j.conengprac.2019.06.014]

Design and experimental testing of an optimization-based flow control algorithm for Energy Harvesting Wireless Sensor Networks

Manfredi S.
2019

Abstract

In this paper a distributed flow control law is proposed to maximize throughput and to minimize energy consumption in Energy Harvesting Wireless Sensor Networks (EH-WSNs). We preliminary recast the control problem in terms of primal–dual optimization one taking into account the bandwidth and energy autonomy node constraint. Then, we devise a distributed flow rate control implemented at each node that allows the overall network to converge to the optimal solution of the original problem. The closed loop EH-WSN stability and convergence to the optimal equilibrium are proven. The effectiveness of the proposed control law in terms of throughput and network lifetime performance is experimentally validated by a small representative EH-WSN. The experimental results are in a good agreement with the theoretical ones.
2019
Design and experimental testing of an optimization-based flow control algorithm for Energy Harvesting Wireless Sensor Networks / Frezzetti, A.; Manfredi, S.. - In: CONTROL ENGINEERING PRACTICE. - ISSN 0967-0661. - 92:104075(2019). [10.1016/j.conengprac.2019.06.014]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/766383
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