Title :
A cross layer approach to the novel distributed scheduling protocol and event-triggered controller design for Cyber Physical Systems
Author :
Hao Xu ; Jagannathan, Sarangapani
Author_Institution :
Dept. of Electr. & Comput. Eng., Missouri Univ. of Sci. & Technol., Rolla, MO, USA
Abstract :
In Cyber Physical Systems (CPS), multiple real-time dynamic systems are connected to their corresponding controllers through a shared communication network in contrast with a dedicated line. For such CPS, the existing scheduling schemes for instance Centralized or Distributed Scheduling schemes are unsuitable since the behavior of real-time dynamic systems is ignored during the network protocol design. Therefore, in this paper, a novel distributed scheduling protocol design via cross-layer approach is proposed to optimize the performance of CPS by maximizing the utility function which is generated by using the information collected from both the application and network layers. Subsequently, a novel adaptive model based optimal event-triggered control scheme is derived for each real-time dynamic system with unknown system dynamics in the application layer. Compared with traditional scheduling algorithms, the proposed distributed scheduling scheme via cross-layer approach can not only allocates the network resources efficiently but also improves the performance of the overall real-time dynamic system.
Keywords :
distributed processing; protocols; real-time systems; resource allocation; scheduling; adaptive model; application layer; cross layer approach; cyber physical system; distributed scheduling algorithm; distributed scheduling protocol design; distributed scheduling scheme; event triggered controller design; multiple real time dynamic systems; network protocol design; network resource allocation; optimal event triggered control; shared communication network; unknown system dynamics; utility function; Adaptation models; Adaptive systems; Dynamic scheduling; Optimal control; Protocols; Scheduling algorithms;
Conference_Titel :
Local Computer Networks (LCN), 2012 IEEE 37th Conference on
Conference_Location :
Clearwater, FL
Print_ISBN :
978-1-4673-1565-4
DOI :
10.1109/LCN.2012.6423616