Frequency tracking performance of adaptive lattice filters

J.R. Zeidler, K.C. Chew, R.A. Axford, W.H. Ku
[1991] Conference Record of the Twenty-Fifth Asilomar Conference on Signals, Systems & Computers  
Adaptive linear prediction filters have been proposed for the detection of narrowband signals in nonstationary noise and for the removal of narrowband interference from spread spectrum communications signals. In this paper, analytical results and computer models for the PARCOR coefficients, signal recovery error, and output misadjustment of the stochastic gradient adaptive lattice filter will be obtained for a complex linear chirp FM signal in white, Gaussian noise. From these expressions an
more » ... imal adaptation rate is obtained as a fitnction of the filter order and the chirp rate. These results illustrate that short filter lengths are suficient for tracking chirp signals.
doi:10.1109/acssc.1991.186527 fatcat:qaj4kxmu2faatosbj7yl4v6ami