DocumentCode :
452906
Title :
A Smart Optical Position Sensor with Genetic Programming Technique
Author :
Ohtani, K. ; Baba, M.
Author_Institution :
Fac. of Eng., Hiroshima Inst. of Technol.
Volume :
2
fYear :
2005
fDate :
16-19 May 2005
Firstpage :
1166
Lastpage :
1171
Abstract :
An optical measurement system, which uses a light spot or a slit ray system, often requires an optical position sensor. In such a system, because the position of a signal light is the most important and basic information needed, it is necessary for the position sensor to detect the position accurately under any conditions. We proposed an intelligent position sensor that can estimate the actual position of a light spot using a neural network, but the sensor has to go through a relearning process when the surroundings change. In this paper, we propose a new method for measuring the position of a light spot in a real environment utilizing genetic programming. The method doesn´t require advance training, unlike the method employing a neural network, and it eliminates the influence of background lights. Therefore, we expect that the application of the proposed sensor will be for online measurement in an actual environment
Keywords :
array signal processing; genetic algorithms; intelligent sensors; neural nets; optical sensors; position measurement; genetic programming; intelligent position sensor; neural network; optical measurement system; optical position sensor; position detection; relearning process; sensor array; slit ray system; smart sensor; Genetic programming; Intelligent networks; Intelligent sensors; Neural networks; Optical arrays; Optical sensors; Position measurement; Semiconductor laser arrays; Sensor arrays; Sensor systems; Genetic programming; Light spots; Position detection; Sensor array;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-8879-8
Type :
conf
DOI :
10.1109/IMTC.2005.1604328
Filename :
1604328
Link To Document :
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