Feedback Control over Noisy Channels : Characterization of a General Equilibrium

• In this article, we study an energy-regulation trade-off that delineates the fundamental performance bound of a feedback control system over a noisy channel in an unreliable communication regime. The channel and process are modeled by an additive white Gaussian noise channel with fading and a partially observable Gauss-Markov process, respectively. Moreover, the feedback loop is constructed by designing an encoder with a scheduler and a decoder with a controller. Associated with this trade-off, we characterize an equilibrium at which neither the scheduler nor the controller has incentive to deviate from its policy. We argue that this equilibrium is a general one as it attains the global optimality in the presence of signaling (i.e., the process of exchanging implicit information through actions) and without any restriction on the information structure or policy structure.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)

Nyckelord

Channel estimation

communication channels

Decoding

energy regulation trade-off

Fading channels

feedback control

global optimality

Optimal scheduling

packet loss

power adaptation

Process control

stochastic processes

Wireless communication

Publikations- och innehållstyp

ref (ämneskategori)

art (ämneskategori)