Title :
A simple, fast adaptive algorithm for broad-band null steering arrays
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Kent Ridge, Singapore
fDate :
1/1/1991 12:00:00 AM
Abstract :
A simple algorithm for adaptively steering the broadband null in a two-element power inversion array which uses a tapped delay line filter as the processing element is presented and investigated. By performing a simple signal transformation, the algorithm constrains some of the filter weights so that a variable length delay line is approximated in the maximally flat sense. By using the least mean square (LMS) algorithm to adjust the weights controlling the length and gain of the delay line, a broadband null is then adaptively formed to track and reject the broadband jammer. As studied analytically and by using simulation results, the convergence behavior of the algorithm is fast and depends only on the tolerable level of misadjustment noise. Its implementation complexity is comparable to that of using the LMS algorithm directly
Keywords :
antenna phased arrays; convergence of numerical methods; delay lines; filters; signal processing; LMS algorithm; broadband jammer rejection; broadband null steering arrays; convergence behavior; fast adaptive algorithm; least mean squares algorithm; misadjustment noise; tapped delay line filter; two-element power inversion array; Adaptive algorithm; Adaptive arrays; Adaptive filters; Algorithm design and analysis; Analytical models; Convergence; Delay lines; Jamming; Least squares approximation; Weight control;
Journal_Title :
Antennas and Propagation, IEEE Transactions on