Performance Analysis of a Network of Event-Based Systems

We consider a scenario where multiple event-based systems use a contention resolution mechanism (CRM) to communicate with their respective controllers over a wireless network. We present a Markov model that captures the joint interactions of the event-triggering policy and the CRM. This model is obt...

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Published inIEEE transactions on automatic control Vol. 61; no. 11; pp. 3568 - 3573
Main Authors Ramesh, Chithrupa, Sandberg, Henrik, Johansson, Karl H.
Format Journal Article
LanguageEnglish
Published New York IEEE 01.11.2016
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Analytical models
Computer simulation
Contention resolution mechanism (CRM)
Controllers
Correlation
Customer relationship management
Decoupling
Inspiration
Markov models
Markov processes
Monte Carlo methods
Networks
Reliability
Steady-state
Systems analysis
Wireless networks
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Abstract We consider a scenario where multiple event-based systems use a contention resolution mechanism (CRM) to communicate with their respective controllers over a wireless network. We present a Markov model that captures the joint interactions of the event-triggering policy and the CRM. This model is obtained by decoupling interactions between the different systems in the network, drawing inspiration from Bianchi's analysis of IEEE 802.11. We present Monte-Carlo simulations that validate our model under various network configurations, and verify the accuracy of the performance analysis.
AbstractList We consider a scenario where multiple event-based systems use a contention resolution mechanism (CRM) to communicate with their respective controllers over a wireless network. We present a Markov model that captures the joint interactions of the event-triggering policy and the CRM. This model is obtained by decoupling interactions between the different systems in the network, drawing inspiration from Bianchi's analysis of IEEE 802.11. We present Monte-Carlo simulations that validate our model under various network configurations, and verify the accuracy of the performance analysis.
Author Ramesh, Chithrupa
Sandberg, Henrik
Johansson, Karl H.
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SubjectTerms Analytical models
Computer simulation
Contention resolution mechanism (CRM)
Controllers
Correlation
Customer relationship management
Decoupling
Inspiration
Markov models
Markov processes
Monte Carlo methods
Networks
Reliability
Steady-state
Systems analysis
Wireless networks
Title Performance Analysis of a Network of Event-Based Systems
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