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A New Fuzzy Logic Based Adaptive Motion Cueing Algorithm Using Parallel Simulation-Based Motion Platform

Chalak Qazani, Mohammad Reza and Asadi, Houshyar and Bellmann, Tobias and Perdrammehr, Siamak and Mohamed, Shady and Nahavandi, Saeid (2020) A New Fuzzy Logic Based Adaptive Motion Cueing Algorithm Using Parallel Simulation-Based Motion Platform. In: 2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020. 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020-07-19 - 2020-07-24, Glasgow, United Kingdom. doi: 10.1109/FUZZ48607.2020.9177599. ISBN 978-1-7281-6932-3. ISSN 1558-4739.

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Official URL: https://ieeexplore.ieee.org/servlet/opac?punumber=9171991

Abstract

Parallel manipulators are recently used in most motion simulation laboratories as they can easily generate six degrees of freedom motion. Recently, fuzzy logic-based adaptive motion cueing algorithms (MCAs) have been employed to reproduce the motion signals. The usage of fuzzy logic-based adaptive MCA reduces the movement sensation error between the real vehicle and the simulation-based motion platform (SBMP) user considering the end-effector limitations in Cartesian space.. In this paper, a new fuzzy logic-based adaptive MCA is introduced to generate motion signals based on the joints' limitations and the movement sensation error between the real vehicle and the SBMP user. Considering the parallel SBMP, joint limits enhance the ability of the introduced adaptive motion cueing algorithm to generate more accurate movement feelings with high fidelity. The simulation results prove that the proposed adaptive motion cueing algorithm can effectively use the large workspace of the parallel SBMP whilst reducing the motion sensation error.

Item URL in elib:https://elib.dlr.de/138338/
Document Type:Conference or Workshop Item (Speech)
Title:A New Fuzzy Logic Based Adaptive Motion Cueing Algorithm Using Parallel Simulation-Based Motion Platform
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Chalak Qazani, Mohammad RezaInstitute for Intelligent Systems Research and Innovation Deakin Universityhttps://orcid.org/0000-0003-1839-029XUNSPECIFIED
Asadi, HoushyarInstitute for Intelligent Systems Research and Innovation Deakin Universityhttps://orcid.org/0000-0002-3620-8693UNSPECIFIED
Bellmann, TobiasTobias.Bellmann (at) dlr.dehttps://orcid.org/0000-0002-5897-6191UNSPECIFIED
Perdrammehr, SiamakInstitute for Intelligent Systems Research and Innovation Deakin UniversityUNSPECIFIEDUNSPECIFIED
Mohamed, ShadyInstitute for Intelligent Systems Research and Innovation Deakin UniversityUNSPECIFIEDUNSPECIFIED
Nahavandi, SaeidInstitute for Intelligent Systems Research and Innovation Deakin Universityhttps://orcid.org/0000-0002-0360-5270UNSPECIFIED
Date:August 2020
Journal or Publication Title:2020 IEEE International Conference on Fuzzy Systems, FUZZ 2020
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
DOI:10.1109/FUZZ48607.2020.9177599
ISSN:1558-4739
ISBN:978-1-7281-6932-3
Status:Published
Keywords:Acceleration, Fuzzy logic, Kinematics, Solid modeling, Adaptation models, Vehicles, Intelligent systems
Event Title:2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Event Location:Glasgow, United Kingdom
Event Type:international Conference
Event Start Date:19 July 2020
Event End Date:24 July 2020
Organizer:IEEE
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Terrestrial Assistance Robotics (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of System Dynamics and Control > Space System Dynamics
Deposited By: Bellmann, Tobias
Deposited On:03 Dec 2020 10:00
Last Modified:24 Apr 2024 20:40

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