Title :
Consensus in Networks: Coordination and Control of CyberPhysical Systems, from Unmanned Vehicles to Energy-Efficient Buildings
Author_Institution :
Div. of Eng., Colorado Sch. of Mines, Golden, CO, USA
Abstract :
Summary form only given. In this talk we discuss the consensus variable approach to the coordination and control of cyberphysical systems (those with a tight integration of physical dynamics, sensors and actuators, and computing infrastructure). We begin with an overview of motivating problems and a summary of key results related to the consensus (or agreement) paradigm. We illustrate the application of this idea to several problems, including simulation of swarms, experimental demonstration of formation control of mote-based robots, and experimental demonstration of robotic autonomous mobile radio nodes for wireless tethering between a base station and a leader in a tunnel exploration scenario. We note that a consensus protocol can be represented as a graph with (static) weighted edges and nodes that are integrators. Generalizing this idea, we next present what we call dynamic consensus networks. Such networks are graphs whose nodes are integrators and whose edges are real rational functions representing dynamical systems that couple the nodes. We show that the modeling of thermal processes in buildings motivates such a system and from this motivation we generalize the notions of interconnection matrices and Laplacians to the case of graphs with integrating nodes and dynamic edges. We give conditions under which such graphs admit consensus, meaning that in the steady-state the node variables converge to a common value. Finally, we consider the collective description and properties of the interconnection of one dynamic graph (the plant) with another (the controller). We conclude with a discussion of research questions related to these ideas and to their application to energy-efficient control of buildings and other systems, such as the power grid.
Keywords :
building management systems; mobile radio; mobile robots; network theory (graphs); position control; remotely operated vehicles; telerobotics; time-varying systems; Laplacians matrices; computing infrastructure; consensus protocol; consensus variable approach; cyberphysical system; dynamic consensus network; dynamic graph interconnection; dynamical systems; energy efficient building; energy efficient control; energy-efficient control; experimental demonstration; formation control; interconnection matrices; mote based robots; rational functions; robotic autonomous mobile radio; swarm simulation; thermal processes modeling; tunnel exploration scenario; unmanned vehicle; wireless tethering; Buildings; Control systems; Power system dynamics; Robot sensing systems; Service robots; Vehicle dynamics;
Conference_Titel :
Engineering of Computer Based Systems (ECBS), 2011 18th IEEE International Conference and Workshops on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0065-1
Electronic_ISBN :
978-0-7695-4379-6
DOI :
10.1109/ECBS.2011.39