Analysis of Networked Structural Control With Packet Loss

Research output: Contribution to journalArticlepeer-review

Abstract

This brief considers the analysis of networked structural control systems with measurement loss. This is modeled as a sampled-data system that integrates the discrete-time operation of the controller with a fast-sampling approximation of the continuous-time structural (plant) dynamics. Random measurement loss in each channel due to the use of the wireless transmission is modeled as a Bernoulli process. This leads to a discrete-time, Markov jump linear model for the feedback system. An H₂-norm analysis is proposed to assess the stability and the performance of the structural control. An example of a three-story building model is used to illustrate this approach. The H₂-norm results are shown to be in agreement with the numerical simulations. The analysis can, thus, be used to assess various design choices. For example, the relationship between the probability of signal loss and the H₂-norm depends on the method used to handle the signal loss. Moreover, the analysis shows that, for a jump controller setup using steady-state Kalman gains, the system can become unstable at very small probabilities of signal loss.

Original languageEnglish (US)
JournalIEEE Transactions on Control Systems Technology
DOIs
StateAccepted/In press - 2021

Bibliographical note

Publisher Copyright:
USGov

Keywords

  • Buildings
  • Control systems
  • Earthquake engineering
  • Earthquakes
  • Markov jump linear system
  • Markov processes
  • Mathematical model
  • networked control system
  • packet loss
  • sampled-data system
  • stability
  • structural engineering.
  • Wireless communication
  • Wireless sensor networks

Fingerprint

Dive into the research topics of 'Analysis of Networked Structural Control With Packet Loss'. Together they form a unique fingerprint.

Cite this