Networked predictive control over GPRS wireless networks

S. C. Chai, G. P. Liu, K. Malhotra, D. Rees

Research output: Contribution to journalArticlepeer-review

Abstract

This paper provides a networked predictive control (NPC) method for control systems over general packet radio service (GPRS) networks. The NPC method can actively compensate for the network delay and data dropout, which is well known to seriously degrade the performance of control systems. This method is an improved and intelligent implementation of the model based predictive control (MPC) method. A control prediction sequence is generated using the MPC strategy and an appropriate control prediction is chosen from the sequence according to the network delay and data dropout. The stability of the closed-loop networked predictive control system is also discussed. Simulations and practical experiments results show that the proposed control strategy can efficiently improve the performance of control systems over GPRS wireless networks.

Original languageEnglish
Pages (from-to)589-606
Number of pages18
JournalDynamics of Continuous, Discrete and Impulsive Systems Series B: Applications and Algorithms
Volume16
Issue number5
Publication statusPublished - Oct 2009
Externally publishedYes

Keywords

  • Data dropout
  • General packet radio service
  • Network delay
  • Networked predictive control
  • Wireless network

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