DocumentCode
3172798
Title
Smart energy-aware sensors for event-based control
Author
Cardoso de Castro, N. ; Quevedo, D.E. ; Garin, Federica ; Canudas de Wit, Carlos
Author_Institution
NeCS Team, INRIA Rhone-Alpes, Grenoble, France
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
7224
Lastpage
7229
Abstract
This paper proposes an event-based scheme to control a networked control system and to manage the radio-modes of its smart sensor node. The smart node is battery driven and is in charge of sensing the system and computing the control law which is sent to the receiver using a wireless channel. To save energy and to limit the amount of communication with the receiver, the smart node combines two techniques: event-based control and radio-mode management. The control law and radio-mode switching policy are derived jointly in a predictive finite receding horizon optimization problem. We derive a Model Predictive Controller using Dynamic Programming and we prove the stability of the obtained control law using the Input-to-State Stability framework. The main contribution of this paper is to take into account several low consuming radio-modes, e.g. Idle and Sleep and the energy-transition costs between modes. Most of the existing literature only considers one mode when the radio is not transmitting, i.e., the scheduling problem. As illustrated via simulations, our proposal has the potential of significant energy savings.
Keywords
dynamic programming; intelligent sensors; networked control systems; predictive control; stability; wireless channels; control law; dynamic programming; event-based control; input-to-state stability framework; model predictive controller; networked control system; predictive finite receding horizon optimization problem; radio-mode management; radio-mode switching policy; scheduling problem; smart energy-aware sensors; smart sensor node; wireless channel; Asymptotic stability; Optimization; Receivers; Stability analysis; Switches; Wireless sensor networks; Networked Control Systems; event-based control; radio-mode management;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6426482
Filename
6426482
Link To Document