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Conference Papers Year : 2018

NonLinear System Identification Using Cumulants

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Saïd Safi
  • Function : Author
  • PersonId : 959276
Antari Jilali
  • Function : Author
  • PersonId : 1033559
Miloud Frikel

Abstract

In this paper we discuss the problem of nonlinearquadratic systems identification. The most existing methods, inthis area, are based on second order or higher order moments. Inmost cases, these methods are more complicated. In this paper wepresent a technique based on a minimum of equations to identifythe parameters of the system. The proposed algorithm is basedon cumulants. The simulation results show that the presentedalgorithm gives very satisfactory results, even in the case of asmall number of samples and in noisy environment.
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Dates and versions

hal-01821164 , version 1 (22-06-2018)

Identifiers

  • HAL Id : hal-01821164 , version 1

Cite

Saïd Safi, Antari Jilali, Miloud Frikel. NonLinear System Identification Using Cumulants. International Conference on Signals, Automatic control and Telecommunications (ICSAT'2018), May 2018, Beni Mellal, Morocco. ⟨hal-01821164⟩
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