DocumentCode
314377
Title
Artificial neural networks and the simulation of human movements in CAD environments
Author
Costa, M. ; Crispino, P. ; Hanomolo, A. ; Pasero, E.
Author_Institution
Dipartimento di Elettronica, Politecnico di Torino, Italy
Volume
3
fYear
1997
fDate
9-12 Jun 1997
Firstpage
1781
Abstract
A powerful goal for 3D CAD tools is today the simulation of working environments to find the ergonomic parameters which relate people to objects in the space. Mathematical models of human movements are complex to define and hard to solve. Artificial neural systems (ANS) could be an interesting approach to the problem: why not to use artificial neurons to simulate actual neurons? This work deals with a first approach to a major project. We used ANS to simulate the movement of a human arm in a CAD environment
Keywords
CAD; biomechanics; digital simulation; ergonomics; neural nets; 3D CAD tools; CAD environments; artificial neural networks; ergonomic parameters; human movements; mathematical models; Artificial neural networks; Computational modeling; Design automation; Differential equations; Ergonomics; Humans; Intelligent networks; Mathematical model; Neurons; Robot kinematics;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks,1997., International Conference on
Conference_Location
Houston, TX
Print_ISBN
0-7803-4122-8
Type
conf
DOI
10.1109/ICNN.1997.614166
Filename
614166
Link To Document