Improved computation in terms of accuracy and speed of LTI system response with arbitrary input

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Abstrakt

Spectral analysis and system identification techniques require suitably long data sets. Linear time-invariant (LTI) systems under random input can be demanding in terms of accurate simulation of all dynamics because of calculation time. This paper details an extension of the state-space formulation of LTI systems for higher order holds, for periodic and for exponential inputs. Exact solutions of the differential state equation are implemented into loops computing only matrix-vector multiplications. The algorithmic complexity is compared to other ordinary differential equations solvers. The presented methods can be applied to arbitrary inputs. In particular, it is shown that long system responses under random input can be computed efficiently and accurately in the time and frequency domains.
OriginalsprogEngelsk
TidsskriftMechanical Systems and Signal Processing
Vol/bind150
ISSN0888-3270
DOI
StatusUdgivet - 27. sep. 2021

Emneord

  • LTI system>s>
  • Fast simulation
  • Higher order hold
  • Random input

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