Title :
Comparison and extensions of control methods for narrow-band disturbance rejection
Author :
Sievers, Lisa A. ; von Flotow, Andreas H.
Author_Institution :
Dept. of Aeronaut. & Astronaut., MIT, Cambridge, MA, USA
fDate :
10/1/1992 12:00:00 AM
Abstract :
Techniques for designing and implementing algorithms for the control of periodic narrowband disturbances are discussed, and the strong similarities between the different methodologies are shown. The analysis of linear time invariant feedback systems results in a suggestion of how to extend two of the LQ-based multiple-input, multiple-output methodologies to achieve improved performance and stability robustness properties. In the analysis of the adaptive feedforward methods, it is concluded that the popular filtered-x LMS algorithm is useful for implementation, but is best analyzed from a classical linear time invariant feedback perspective. This perspective results in a suggestion of how to extend the multiple error LMS algorithm to achieve improved performance and stability robustness. Stability bounds of the adaptive feedforward approaches are derived in terms of allowable model error
Keywords :
interference suppression; least squares approximations; linear systems; signal processing; LQ-based multiple-input multiple-output method; adaptive feedforward methods; allowable model error; disturbance rejection; filtered-x LMS algorithm; linear time invariant feedback systems; multiple error LMS algorithm; periodic narrowband disturbances; periodic noise rejection; signal processing; Adaptive filters; Algorithm design and analysis; Convergence; Feedback; Frequency domain analysis; Least squares approximation; Narrowband; Robust stability; Space technology; Transfer functions;
Journal_Title :
Signal Processing, IEEE Transactions on