Title :
Stability and deadlock avoidance in distributed systems for traffic control
Author :
Parodi, Giancarlo ; Vernazza, Gianni ; Zunino, Rodolfo
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
fDate :
11/1/1996 12:00:00 AM
Abstract :
This paper describes a distributed method for traffic control and addresses the crucial problem of stability from both a formal and a practical perspective. Within a continuous-time and continuous-space approximation, a mathematical analysis first demonstrates the inherent stability of priority-based local decision making. Then, a more realistic model takes into account a network´s finite connectivity and the time-discrete nature of events. This paper shows how deadlock-avoidance algorithms can be effectively included in a distributed system. Experimental results obtained by a realistic railway model prove that the inclusion of deadlock avoidance can provide early detection of critical situations, thus making it possible to schedule appropriate decisions or to drive a routing mechanism to enhance traffic flow
Keywords :
continuous time systems; decision theory; discrete time systems; distributed control; network routing; rail traffic; scheduling; stability; traffic control; continuous-space approximation; continuous-time approximation; critical situations; deadlock avoidance; distributed systems; network finite connectivity; priority-based local decision making; railway model; routing mechanism; scheduling; stability; time-discrete event; traffic control; traffic flow; Control systems; Decision making; Expert systems; Monitoring; Problem-solving; Rail transportation; Size control; Stability; System recovery; Traffic control;
Journal_Title :
Vehicular Technology, IEEE Transactions on