Title :
Introduction of BSS into VR-based test and simulation-with application in NDE
Author :
Guo, Tian-Tai ; Zhou, Xiao-Jun ; Zhu, Gen-Xing
Author_Institution :
Dept. of Mech. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
VR-based test and simulation system(VTSS) is a concept put forward in the authors´ previous works. In a VTSS, the test processes are interactively planned, optimized and simulated in a virtual test environment generated by computer, aiming at eventually performing tests completely in virtual test environments. To make VTSS intelligent and practical, the technique of blind source separation (BSS) is introduced into VTSS. With ultrasonic non-destructive evaluation (NDE) as the technical background, a prototype of the system has been described in this paper. BSS is adopted in VTSS to serve three purposes: defect classification, system modeling and noise reduction. The conclusion is that BSS can play a very important role in VTSS.
Keywords :
blind source separation; digital simulation; prototypes; test equipment; virtual reality; VR based test and simulation system; blind source separation; defect classification; noise reduction; prototype; system modeling; test equipment; ultrasonic nondestructive evaluation; virtual reality; virtual test environment; Application software; Blind source separation; Computational modeling; Computer simulation; Discrete event simulation; Noise reduction; Performance evaluation; Prototypes; Source separation; System testing;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1281198