DocumentCode :
3601686
Title :
Incorporating Human Perception With the Motion Washout Filter Using Fuzzy Logic Control
Author :
Asadi, Houshyar ; Mohamed, Shady ; Nahavandi, Saeid
Author_Institution :
Centre for Intell. Syst. Res., Deakin Univ., Waurn Ponds, VIC, Australia
Volume :
20
Issue :
6
fYear :
2015
Firstpage :
3276
Lastpage :
3284
Abstract :
Nowadays, classical washout filters are extensively used in commercial motion simulators. Even though there are several advantages for classical washout filters, such as short processing time, simplicity and ease of adjustment, they have several shortcomings. The main disadvantage is the fixed scheme and parameters of the classical washout filter cause inflexibility of the structure and thus the resulting simulator fails to suit all circumstances. Moreover, it is a conservative approach and the platform cannot be fully exploited. The aim of this research is to present a fuzzy logic approach and take the human perception error into account in the classical motion cueing algorithm, in order to improve both the physical limits of restitution and realistic human sensations. The fuzzy compensator signal is applied to adjust the filtered signals on the longitudinal and rotational channels online, as well as the tilt coordination to minimize the vestibular sensation error below the human perception threshold. The results indicate that the proposed fuzzy logic controllers significantly minimize the drawbacks of having fixed parameters and conservativeness in the classical washout filter. In addition, the performance of motion cueing algorithm and human perception for most occasions is improved.
Keywords :
driver information systems; filtering theory; fuzzy control; fuzzy logic; motion estimation; road accidents; road safety; road traffic; filtered signal adjustment; fuzzy compensator signal; fuzzy logic controllers; human perception error; longitudinal channel; motion cueing algorithm; motion simulators; motion washout filter; physical limits improvement; realistic human sensations; restitution human sensations; road accidents; road safety improvement; road traffic; rotational channel; short processing time; vestibular sensation error minimization; Acceleration; Force; Fuzzy logic; IEEE transactions; Irrigation; Tuning; Vehicles; Classical; fuzzy logic; human sensation; motion cueing algorithm; vestibular system; washout filter;
fLanguage :
English
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
Publisher :
ieee
ISSN :
1083-4435
Type :
jour
DOI :
10.1109/TMECH.2015.2405934
Filename :
7069235
Link To Document :
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