Title :
Automatic compensation of nonlinear distortions
Author :
Bakó, Tamás B. ; Dabóczi, Tamás ; Bell, Barry A.
Author_Institution :
Dept. of Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Hungary
fDate :
6/24/1905 12:00:00 AM
Abstract :
When a signal passes a system having a static, nonlinear transfer function, the output signal will be distorted. In addition to it, the defected output signal is usually contaminated by noise, due to the noisy environment. If the distortion level of the signal is not acceptable, we have to compensate it. This should be done carefully, because an improper compensation function can extremely amplify the noise. Our aim is to find a compensation function in the knowledge of the original nonlinear transfer function, which can keep both the distortion and the noise level low. In this paper we will show the further developments of our method, which can estimate the optimal level of noise suppression of the compensation function, based on Tikhonov´s regularization technique. We will show a method that can find the optimal value of the regularization parameter.
Keywords :
compensation; nonlinear distortion; transfer functions; Tikhonov regularization technique; automatic compensation; compensation function; noise suppression; nonlinear distortion; nonlinear transfer function; regularization parameter; Acoustic noise; Audio recording; Magnetic recording; Noise level; Nonlinear distortion; Optical distortion; Optical films; Optical recording; Signal detection; Signal restoration;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2002. IMTC/2002. Proceedings of the 19th IEEE
Print_ISBN :
0-7803-7218-2
DOI :
10.1109/IMTC.2002.1007148