Implications of noise on the reference signal in feedforward control of harmonic disturbances

TR Number
Date
1994-10-01
Journal Title
Journal ISSN
Volume Title
Publisher
Acoustical Society of America
Abstract

The purpose of this Letter is to detail the effect of random (zero-mean) noise on the reference input of an adaptive feedforward filter in the control of single-frequency disturbance inputs. Results from this study indicate that if system identification is required to execute the adaptive algorithm (as is the case with the filtered-x LMS algorithm), then the sample rate should be set at 4 samples per period to minimize the number of finite impulse response filter coefficients needed to compute an accurate estimate of the filtered reference signal for multi-channel control. However, results from this study demonstrate that the sample rate has very little effect on the minimum mean-squared error that can be achieved with the adaptive control filter, owing to the reverberant characteristics of the dynamics system.

Description
Keywords
Random noise
Citation
Clark, R. L., & Gibbs, G. P. (1994). Implications of noise on the reference signal in feedforward control of harmonic disturbances. Journal of the Acoustical Society of America, 96(4), 2585-2588. doi: 10.1121/1.410065