Title :
Principle and application of adaptive noise equalizer
Author :
Kuo, Sen M. ; Ji, Min J.
Author_Institution :
Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL, USA
fDate :
7/1/1994 12:00:00 AM
Abstract :
This paper presents the principle and application of an adaptive noise equalizer (ANE) with adjustable gain or attenuation capabilities. The residual error of the ANE system contains the narrow-band noise components whose amplitude can be linearly and arbitrarily controlled by adjusting the gain parameter of the equalizer. Each ANE consists of a sinusoidal reference input and two adaptive weights. A pseudo error minimum method is developed to effectively utilize the well-understood least-mean-square algorithm. By partially separating the system output from the cost function to be minimized, the ANE can perform either a harmonic noise attenuator or amplifier by a predetermined amount. The application to active noise control is presented, and computer simulation results demonstrate the desired noise shaping capability
Keywords :
adaptive filters; equalisers; filtering and prediction theory; gain control; interference suppression; least squares approximations; active noise control; adaptive noise equalizer; adaptive weights; adjustable attenuation capability; adjustable gain capability; cost function; gain parameter; harmonic noise attenuat; least-mean-square algorithm; narrow-band noise components; noise shaping capability; pseudo error minimum method; residual error; sinusoidal reference input; Attenuation; Attenuators; Computer errors; Control systems; Cost function; Equalizers; Error correction; Narrowband; Noise level; Noise shaping;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on