Adaptive Resource Management for Cyber-Physical Systems

2012 ◽  
Vol 157-158 ◽  
pp. 747-751 ◽  
Author(s):  
He Hua Yan ◽  
Jia Fu Wan ◽  
Hui Suo
Keyword(s):  
Resource Management ◽  
Performance Optimization ◽  
Resource Constraints ◽  
Pso Algorithm ◽  
Cyber Physical Systems ◽  
Hierarchical Architecture ◽  
Physical Systems ◽  
System Resource ◽  
Constraint Model ◽  
Adaptive Resource

Cyber-physical systems (CPSs) perfectly integrate computing with physical processes, and the emergence of CPSs has attracted significant interest in recent years. In order to fully utilize system resource and improve quality of service (QoS), the innovative resource management method for CPSs is essential. According to a representative case of CPSs (e. g., unmanned vehicle with wireless sensor network navigation), we propose a hierarchical architecture for CPSs, and further establish a system performance optimization model with resource constraints. The particle swarm optimization (PSO) algorithm is applied to solve the considered constraint model. The simulation experiment results verify the efficiency of PSO algorithm, and some instructive proposals for promoting QoS are also outlined.

Sign in / Sign up

Export Citation Format

Share Document