Title :
Interference response of adaptive optimal array filters
Author :
Musumeci, Phillip
Author_Institution :
Dept. of Electr. Eng., Australian Defence Force Acad., Canberra, ACT, Australia
Abstract :
When signal parameter estimates are inexact, one approach is to use multiple OAFs to extract individual signals from which signal estimates may be refined to give new filters. In temporal regions where only coherent interference is present, the (unwanted) filter output may be combined with gradient information to adapt signal parameter estimates and hence improve filtering. This work directly obtains the filter rejection response in terms of signal parameters so that an analytical expression for gradient may be derived. It is believed that an exact gradient expression will lead to improved adaptive filtering
Keywords :
adaptive filters; array signal processing; filtering and prediction theory; interference (signal); parameter estimation; adaptive optimal array filters; coherent interference; filter rejection response; gradient information; signal parameter estimates; Adaptive arrays; Adaptive filters; Delay; Filtering; Finite impulse response filter; Interference; Nonlinear filters; Parameter estimation; Sensor arrays; Signal processing;
Conference_Titel :
Statistical Signal and Array Processing, 1992. Conference Proceedings., IEEE Sixth SP Workshop on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-0508-6
DOI :
10.1109/SSAP.1992.246886