Title :
Modeling and optimal control of multi-hop control networks based on the MLD framework
Author :
Kobayashi, Kaoru ; Hiraishi, Kunihiko
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Nomi, Japan
Abstract :
A multi-hop control network (MHCN) is a control system in which plants and controllers are connected through a multi-hop wireless network modeled by a directed graph. In this paper, based on the MLD (Mixed Logical Dynamical) framework, which is one of the powerful methods in hybrid systems control, we propose a modeling method and an optimal control method of MHCNs. First, a directed graph in MHCNs is modeled by a pair of linear equation and inequality with binary variables, and the MLD model of MHCNs is derived. Next, by using the MLD model, the optimal control problem is transformed into a mixed integer quadratic programming problem. Finally, a numerical simulation on optimal control of a simple MHCN is shown.
Keywords :
controllers; directed graphs; integer programming; networked control systems; optimal control; quadratic programming; radio networks; MHCN; MLD framework; MLD model; control system; directed graph; hybrid system control; linear equation; mixed integer quadratic programming problem; mixed logical dynamical framework; multihop control network modeling; multihop wireless network; numerical simulation; optimal control method; Mathematical model; Numerical models; Optimal control; Spread spectrum communication; Switches; Wireless networks;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6700061