DocumentCode :
1843351
Title :
Ultrasonic detection in robotic environments
Author :
Sobral, Luis ; Johansson, R. ; Lindstedt, Gunnar ; Olsson, Gustaf
Author_Institution :
Dept. of Autom. Control, Lund Inst. of Technol., Sweden
Volume :
1
fYear :
1996
fDate :
22-28 Apr 1996
Firstpage :
347
Abstract :
Based on information produced by a 200 kHz ultrasonic echo device developed for robotics and other industrial purposes, a method for object identification was developed and is presented in this paper. Interpretation of the echos from the reflecting objects, complexity analysis and information extraction were made by system identification methods such as impulse response analysis and state-space realization. A clustering-type discrimination of different objects based on the echo identification result was made in a subsequent step using the least-squares method. Experimental evaluation showed that the method is effective for object recognition
Keywords :
least squares approximations; object recognition; pattern classification; robots; state-space methods; transient response; ultrasonic transducers; 200 kHz ultrasonic echo device; clustering-type discrimination; complexity analysis; impulse response analysis; information extraction; least-squares method; object identification; object recognition; robotic environments; state-space realization; ultrasonic detection; Information analysis; Object recognition; Pattern analysis; Robot sensing systems; Robotics and automation; Sensor systems; Service robots; Shape; System identification; Temperature;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
Conference_Location :
Minneapolis, MN
ISSN :
1050-4729
Print_ISBN :
0-7803-2988-0
Type :
conf
DOI :
10.1109/ROBOT.1996.503801
Filename :
503801
Link To Document :
بازگشت