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Control-Oriented Transmission Scheduling for Multiuser WNCSs With Local and Remote Controllers

  • Harbin Institute of Technology Shenzhen
  • Pengcheng Laboratory
  • Chinese Aeronautical Establishment

Research output: Contribution to journalArticlepeer-review

Abstract

We investigate a time-sensitive wireless networked control system (WNCS) where multiple Internet of Things (IoT) sensors embedded with their respective local controllers send their observations to a remote controller over shared wireless channels. From an infinite-time horizon perspective, each process should be stabilized essentially to prevent the process’s states from divergence. Nevertheless, limited channel resources may not fulfill users’ stability requirements due to possibly insufficient transmission attempts. Regarding the tradeoff between stability property and channel resources, we aim to design a transmission scheduling policy that minimizes the infinite-time control cost under channel constraints. Starting with the stability condition analysis under varying scheduling policies, the applied decentralized networked control architecture shows its superiority in extending the WNCS’s scale. By approximately expressing control cost as a function of the Age of Information (AoI), the considered scheduling issue is transformed into an AoI-dependent optimization problem under channel and stability constraints. Then, we develop a control-oriented Whittle index policy where AoI, system parameters, and stability incentives construct the Whittle indexes. Numerical results demonstrate that our proposed policy outperforms the baseline policies in terms of control cost, especially in heterogeneous WNCSs. Furthermore, results show that the proposed policy containing stability factor can support more users with respective stability guarantees.

Original languageEnglish
Pages (from-to)14431-14446
Number of pages16
JournalIEEE Internet of Things Journal
Volume12
Issue number10
DOIs
StatePublished - 2025
Externally publishedYes

Keywords

  • Age of Information (AoI)
  • Internet of Things (IoT)
  • Whittle index
  • control-oriented transmission scheduling
  • wireless networked control system (WNCS)

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