Combining Multiple Criteria Decision Making with Vector Manipulation to Decide on the Direction for a Powered Wheelchair

被引:3
|
作者
Haddad, Malik [1 ]
Sanders, David [1 ]
Gegov, Alexander [2 ]
Hassan, Mohamed [3 ]
Huang, Ya [1 ]
Al-Mosawi, Mohamed [3 ]
机构
[1] Univ Portsmouth, Sch Mech & Design Engn, Portsmouth, Hants, England
[2] Univ Portsmouth, Sch Comp, Portsmouth, Hants, England
[3] Univ Portsmouth, Sch Energy & Elect Engn, Portsmouth, Hants, England
基金
英国工程与自然科学研究理事会;
关键词
Decision making; Direction; Powered wheelchair; Weighted Aggregated Sum Product ASsessment (WASPAS);
D O I
10.1007/978-3-030-29516-5_51
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The application of the Weighed Aggregated Sum Product ASsessment (WASPAS) method to suggest a direction for a powered wheelchair is described. The method considers five directions as alternatives. The ultrasonic sensors readings are used as criteria weights. The overall score of the alternatives is converted to vector magnitudes and the directions of the alternatives are considered as vector angles. The suggested direction is represented as a resultant vector formed from the vector manipulation of the vectors magnitudes and angles. The suggested direction tends to move a powered wheelchair away from obstacles. The entire system supports disabled wheelchair users to maneuver their powered wheelchairs using a decision-making technique. This research presents that technique along with a new method of selecting the best compromised route. Three cases are considered, and a best compromised direction is suggested in each case. The suggestions from WASPAS could be over-ridden by the user through holding a steering joystick in a set position.
引用
收藏
页码:680 / 693
页数:14
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