kth.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Networked control with stochastic scheduling
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre. (Prof. K.H.Johansson)ORCID iD: 0000-0001-7273-4394
Tel Aviv University.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-9940-5929
2015 (English)In: IEEE Transactions on Automatic Control, ISSN 0018-9286, E-ISSN 1558-2523, no 99Article in journal (Refereed) Published
Abstract [en]

This paper develops the time-delay approach to networked control systems with scheduling protocols, variable delays and variable sampling intervals. The scheduling of sensor communication is defined by a stochastic protocol. Two classes of protocols are considered. The first one is defined by an independent and identically-distributed stochastic process. The activation probability of each sensor node for this protocol is a given constant, whereas it is assumed that collisions occur with a certain probability. The resulting closed-loop system is a stochastic impulsive system with delays both in the continuous dynamics and in the reset equations, where the system matrices have stochastic parameters with Bernoulli distributions. The second scheduling protocol is defined by a discrete-time Markov chain with a known transition probability matrix taking into account collisions. The resulting closed-loop system is a Markovian jump impulsive system with delays both in the continuous dynamics and in the reset equations. Sufficient conditions for exponential mean-square stability of the resulting closed-loop system are derived via a Lyapunov-Krasovskii-based method. The efficiency of the method is illustrated on an example of a batch reactor. It is demonstrated how the time-delay approach allows treating network-induced delays larger than the sampling intervals in the presence of collisions.

Place, publisher, year, edition, pages
IEEE Press, 2015. no 99
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-166786DOI: 10.1109/TAC.2015.2414812ISI: 000367284400026Scopus ID: 2-s2.0-84946781697OAI: oai:DiVA.org:kth-166786DiVA, id: diva2:812266
Funder
Swedish Research Council
Note

QC 20150605

Available from: 2015-05-18 Created: 2015-05-18 Last updated: 2022-06-23Bibliographically approved

Open Access in DiVA

fulltext(272 kB)521 downloads
File information
File name FULLTEXT01.pdfFile size 272 kBChecksum SHA-512
16384bc8814cfc6f25cd04d2980c408741fbc391cdeb8dbcc3e227e3533708ed2c397d199877d504f2a580b7063c3aacb2d606c6833222cd01b1ecaac2dec02c
Type fulltextMimetype application/pdf

Other links

Publisher's full textScopusIEEEXplore

Authority records

Liu, KunJohansson, Karl Henrik

Search in DiVA

By author/editor
Liu, KunJohansson, Karl Henrik
By organisation
Automatic ControlACCESS Linnaeus Centre
In the same journal
IEEE Transactions on Automatic Control
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 521 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 164 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf