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Soft real-time scheduling for embedded control systems

Authors: Fontanelli, Daniele; L. Greco; Palopoli, Luigi;

Soft real-time scheduling for embedded control systems

Abstract

We deal with the following problem: how to implement a feedback controller on a CPU, with variable computation time, on a CPU that is shared with other tasks so that 1) the task satisfies its Quality of Control (QoC) requirements, 2) the CPU can be efficiently managed to host other concurrent activities. We propose a solution based on the combination of a predictable model of computation and of a scheduling algorithm that enables a fine control on the evolution of the delay. This combination of techniques enables us to set up an optimisation problem where the scheduling parameters are synthesised in order to minimise the CPU utilisation and guarantee the QoC requirements for the control task.

Keywords

Adaptive algorithms; Computer controlled systems; Control engineering applications of computers; Real-time systems; Real-time tasks; Stochastic jump processes; Time schedule controllers;, computer controlled systems, real-time tasks, stochastic jump processes, Control/observation systems involving computers (process control, etc.), [SPI.AUTO]Engineering Sciences [physics]/Automatic, adaptive algorithms, real-time systems, [SPI.AUTO] Engineering Sciences [physics]/Automatic, Application models in control theory, time schedule controllers, Stochastic systems in control theory (general), control engineering applications of computers

  • BIP!
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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    19
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
19
Average
Top 10%
Top 10%
Green
hybrid