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Design of Embedded Controllers Based on Anytime Computing

delete2010-11-01
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A
Andrea Quagli *
D
Daniele Fontanelli
L
Luca Greco
L
Luigi Palopoli
A
Antonio Bicchi
DOI:10.1109/TII.2010.2055878delete
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Abstract

Abstract

En 中文
In this paper, we present a methodology for designing embedded controllers based on the so-called anytime control paradigm. A control law is split into a sequence of subroutine calls, each one fulfilling a control goal and refining the result produced by the previous one. We propose a design methodology to define a feedback controller structured in accordance with this paradigm and show how a switching policy of selecting the controller subroutines can be designed that provides stability guarantees for the closed-loop system. The cornerstone of this construction is a stochastic model describing the probability of executing, in each activation of the controller, the different subroutines. We show how this model can be constructed for realistic real-time task sets and provide an experimental validation of the approach.
Keywords:
Anytime control
embedded systems
real-time control
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IEEE Transactions on Industrial Informatics cover
IEEE Transactions on Industrial Informatics
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University of Trento
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