Sparse controller realisation with small roundoff noise

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Sparse controller realisation with small roundoff noise

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The effect of roundoff noise in a digital controller is analysed for a digital feedback control system. An analytical expression for the roundoff noise gain, defined as the ratio between the variances of the output error and the rounding error, is obtained. The problem of identifying the minimum roundoff noise realisations can be solved using an existing procedure. Noting that the optimal realisations are fully parametrised, based on a polynomial operator approach a new sparse controller realisation is derived. This realisation is a generalisation of the direct forms in the classical shift operator and the prevailing delta-operator. It provides more degrees of freedom with which to reduce the roundoff noise. The problem of finding optimal polynomial operators can be solved by an exhaustive search, and a design example is given. It is shown that with the proposed sparse realisation the optimal polynomial operators can outperform the shift- and delta-operators.

Inspec keywords: digital control; noise; feedback; control system synthesis; discrete time systems; polynomials; identification; optimal control; realisation theory; roundoff errors

Other keywords: degrees of freedom; identification; digital feedback control system; classical shift operator; optimal polynomial operators; sparse controller; roundoff noise reduction; delta-operator

Subjects: Optimal control; Control system analysis and synthesis methods; Algebra; Discrete control systems; Error analysis in numerical methods

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