Timer-Based Distributed Channel Access in Networked Control Systems over Known and Unknown Gilbert-Elliott Channels
Paper i proceeding, 2019

In this paper, we consider a system consisting of multiple (possibly heterogeneous) decoupled control subsystems which aim at communicating with their corresponding controllers via shared (possibly) time-varying wireless channels. To address the resource allocation problem in a distributed fashion, we propose a timer-based channel access mechanism in which the subsystem with the smallest timer value, in a channel, claims the slot for transmission in that specific channel. The value of the timer is inversely proportional to a cost which is a function of the temporal correlation in the channel variation and the subsystem state. This cost can be calculated individually and does not require explicit communication between the subsystems, since it is based on locally available information only. The temporal correlation in the channel variation may be unknown and, in such cases, each subsystem tries to deduce it via machine learning techniques. The performance of our proposed mechanism is demonstrated via simulations.

distributed channel access

Bayesian inference

cost of information loss

Wireless networked control systems

Gilbert-Elliott channel

Författare

Tahmoores Farjam

Charalambous Themistoklis

Henk Wymeersch

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

2019 18th European Control Conference (ECC 2019)

2983-2989

18th European Control Conference (ECC)
Naples, Italy,

Ämneskategorier

Datorteknik

Telekommunikation

Kommunikationssystem

DOI

10.23919/ECC.2019.8796177

Mer information

Senast uppdaterat

2019-11-11