Effects of noise level in fitting in situ optical reflectance spectroscopy data

Published

January 1, 2003

Author(s)

Chih-chiang Fu, Kristine A. Bertness, C. M. Wang

Abstract

Curve-fitting of simulated optical reflectance spctroscopy data is used to evaluate the accuracy of parameters derived from the fits of actual data. These simulations show that to determine the index of refraction 'n' to an accuracy of 0.0015 (corresponding 0.044% for Al_0.5Ga_0.5As at growth temperature), a reflectance noise with standard deviation of ς{less than or equal to} 0.00005 is required if the absolute reflectance calibration is unknown. The simulations also show that when the absolute reflectance is known within ±0.05%, a noise of up to ς = 0.0008 would result in the same desired accuracy for 'n'. The factors contributing to the uncertainty of the reflectance scaling factor include the temperatures of the photodetectors, stability of light intensity, and deposits on the window of the growth chamber. These factors are investigated experimentally and possible solutions that will allow calibration within the goal range are discussed.

Citation

Journal of Crystal Growth

Volume

251

Pub Type

Journals

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Keywords

molecular beam epitaxy (MBE), optical reflectance spectroscopy (ORS)

Citation

Fu, C. , Bertness, K. and Wang, C. (2003), Effects of noise level in fitting in situ optical reflectance spectroscopy data, Journal of Crystal Growth, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=30827 (Accessed April 23, 2024)