LMS filter based frequency domain system identification of mass – spring – damper system with varying dynamics

Netto, Winston and Asensio, Eloy Pena and Sundaram, Meenatchi S and Srinivasan, C R (2022) LMS filter based frequency domain system identification of mass – spring – damper system with varying dynamics. International Journal of Mechanics, 16. ISSN 1998-4448

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Abstract

All practical and real-time systems are non-linear and dynamic in nature. In the majority of studies associated with systems, it is assumed that the system is linear and the dynamics of the system is remaining constant. Though these assumptions help in easier mathematical formulations of the systems, it also imposes a lot of restrictions on understanding the system completely and its behavior in depth. In this study, the focus is on capturing the varying dynamics of Mass - Spring – Damper system using a frequency domain�based system identification approach. The system identification technique is based on an adaptive filter which is implemented through MATLAB software.

Item Type: Article
Uncontrolled Keywords: System Identification, Frequency domain, Adaptive filter, Varying Dynamics, Least – Mean – Square (LMS) algorithm, TRMS
Subjects: Engineering > MIT Manipal > Instrumentation and Control
Depositing User: MIT Library
Date Deposited: 12 Jul 2022 05:00
Last Modified: 12 Jul 2022 05:00
URI: http://eprints.manipal.edu/id/eprint/158929

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