Single dimension-based fuzzy sliding mode control design for the stabilisation of underactuated unmanned underwater vehicle

Mustafa Abro, G.E. and Zulkifli, S.A.B.M. and Khan, M.S.A. and Asirvadham, V.S. (2021) Single dimension-based fuzzy sliding mode control design for the stabilisation of underactuated unmanned underwater vehicle. International Journal of Modelling, Identification and Control, 39 (4). pp. 303-314.

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Abstract

The paper provides the comparative analysis of traditional fuzzy-based sliding mode controller (F-SMC) and single dimension-based fuzzy sliding mode controller (SDF-SMC) for the stabilisation of an underactuated unmanned underwater vehicle (UUV). It has been observed that the sliding mode control design stabilises the underactuated mechatronic system very smartly, but it causes a high number of oscillations known as Zeno phenomenon. This effect can easily be eliminated using fuzzy version of sliding mode controller (F-SMC) but at the same moment it takes high processing time due to fuzzification, inference and then defuzzification steps. The major reason for consuming such a huge process time is the two-dimensional rule base table. Thus, this research work will turn that two-dimensional table of rules into single dimension and propose single input-based fuzzy sliding mode controller (SDF-SMC) generating crisp input. In addition, this paper presents the comparative simulation work between conventional fuzzy-based SMC (F-SMC) and single dimension-based fuzzy SMC (SDF-SMC), carried on MATLAB/Simulink software to reduce the process time. In order to validate the effectiveness of proposed control scheme, the SDF-SMC algorithm is also implemented using proper hardware and experimental setup. Copyright © 2021 Inderscience Enterprises Ltd.

Item Type: Article
Impact Factor: cited By 0
Uncontrolled Keywords: Controllers; Fuzzy systems; MATLAB; Stabilization; Unmanned underwater vehicles, Fuzzy sliding-mode controllers; Fuzzy-based sliding mode controller; Fuzzy-based SMC; Processing time; Single dimension-based fuzzy sliding mode controller; Single dimension-based fuzzy SMC; Sliding mode controller; Sliding-mode control; SMC; Zeno phenomena, Sliding mode control
Depositing User: Ms Sharifah Fahimah Saiyed Yeop
Date Deposited: 26 Jul 2022 09:39
Last Modified: 26 Jul 2022 09:39
URI: http://scholars.utp.edu.my/id/eprint/33418

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