DocumentCode
2608092
Title
Neurointerfaces: applications
Author
Widrow, Bernard ; Lamego, Marcelo M.
Author_Institution
Dept. of Electr. Eng., Stanford Univ., CA, USA
fYear
2000
fDate
2000
Firstpage
441
Lastpage
444
Abstract
A neurointerface is a nonlinear filtering system based on neural networks that serves as a coupler between a human operator and a nonlinear system or plant that is to be controlled or directed. The purpose of the coupler is to ease the task of the human controller. A neurointerface and a plant disturbance canceller have been applied to the steering system of a truck and trailer(s). The neurointerface is used only while the truck is backing. Backing a truck with two or more trailers is essentially impossible for a professional truck driver, but is easily done by an unskilled driver when using the neurointerface. Neurointerface designs are presented for the truck backer and for human control of construction cranes. The same principles can be applied to ease human control of other complex machines such as aircraft, helicopters, heavy earth moving equipment, robot arms, and so forth
Keywords
cranes; filtering theory; man-machine systems; motion control; neurocontrollers; nonlinear control systems; position control; road vehicles; user interfaces; velocity control; aircraft; complex machines; construction cranes; heavy earth moving equipment; helicopters; human control; human operator; neurointerface; nonlinear filtering system; plant disturbance canceller; robot arms; steering system; trailers; truck; unskilled driver; Aircraft; Control systems; Couplings; Cranes; Filtering; Humans; Neural networks; Nonlinear control systems; Nonlinear systems; Steering systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
Conference_Location
Lake Louise, Alta.
Print_ISBN
0-7803-5800-7
Type
conf
DOI
10.1109/ASSPCC.2000.882515
Filename
882515
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