Application of adaptive lattice filters for modal parameter tracking of a single flexible link carrying a shifting payload

George Nikolakopoulos, Antonios Tzes

Research output: Contribution to journalArticle

Abstract

In this paper an alternative approach using adaptive lattice filters (ALF) for the on-line identification of the transfer function of a single flexible link with shifting payloads is presented. The link's dynamics are altered through the introduction of various payloads, which result in a shift of its natural frequencies. The ability of the ALF algorithm for the identification of the time-shifting system's dynamics and the tracking of its corresponding natural frequencies during their shiftings is the motivating factor behind the ALF-utilization. The provided experimental results and their comparison with the theoretical ones prove the efficacy of the proposed approach. Finally the capabilities of the proposed identification scheme are compared with the experimental results gained from the classical least mean squares algorithm (LMS) which has similar computational complexity with the ALF algorithm.

Original languageEnglish (US)
Pages (from-to)1338-1348
Number of pages11
JournalMechanical Systems and Signal Processing
Volume24
Issue number5
DOIs
StatePublished - Jul 1 2010

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Natural frequencies
Transfer functions
Computational complexity
Dynamical systems

Keywords

  • Adaptive lattice filter
  • Flexible link manipulator
  • System identification

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Civil and Structural Engineering
  • Aerospace Engineering
  • Mechanical Engineering
  • Computer Science Applications

Cite this

Application of adaptive lattice filters for modal parameter tracking of a single flexible link carrying a shifting payload. / Nikolakopoulos, George; Tzes, Antonios.

In: Mechanical Systems and Signal Processing, Vol. 24, No. 5, 01.07.2010, p. 1338-1348.

Research output: Contribution to journalArticle

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