Title :
Study on spatial 3-D nonlinear correction technique for PSD
Author :
Lin, Qingsong ; Yang, Xiaojing ; Liu, Feng ; Yao, Yufei
Author_Institution :
Electron. Inf. Eng. Inst., Hennan Univ. of Sci. &Technol., Luoyang, China
Abstract :
A spatial 3-D nonlinear correction technique is put forward to correct the nonlinearity errors of the PSD in long distance laser collimating measurement. An automatic calibration system is developed to measure the nonlinearity of a 2-D PSD in 3-D space. The nonlinear characteristic of 2-D PSD is checked in a long collimating distance of 78 meters. The experimental results show that the nonlinearity of 2-D PSD is different evidently when the PSD element is at different position from the laser head. The spatial 3-D mapping relationship between the actual displacements of the incident light and the coordinates of 2-D PSD outputs is established by using a multilayer feedforward neural network and the nonlinear errors are corrected with this map. The readout errors of the PSD after correction are shown as random and no more than ±0.012 mm in the whole measuring distance.
Keywords :
calibration; error correction; feedforward neural nets; measurement by laser beam; optical collimators; optical engineering computing; position sensitive particle detectors; PSD; distance 78 m; light displacement; long distance laser collimating measurement; multilayer feedforward neural network; nonlinearity errors; position sensitive detector; readout errors; spatial 3D mapping; spatial 3D nonlinear correction; Artificial neural networks; Calibration; Laser beams; Measurement by laser beam; Neurons; Rails; Semiconductor device measurement; calibration; laser collimating measurement; neural network; nonlinearity; position sensitive detector(PSD);
Conference_Titel :
Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9172-8
DOI :
10.1109/RSETE.2011.5964166