Title :
A Kalman filter-based architecture for interference excision
Author :
Kozminchuk, B.W. ; Sheikh, A.U.H.
Author_Institution :
Defence Res. Establ., Ottawa, Ont., Canada
Abstract :
This paper presents a novel Kalman filtering approach to the suppression of narrowband interference from direct sequence spread spectrum communications systems. The approach is based on the digital phase-locked loop Kalman filter. Because the interference is assumed to be much stronger than either the signal or noise, the Kalman filter locks onto a function related to the interference. The net result is an estimate of the phase of the interference and its envelope. Though more optimum for interferer´s of constant envelope, the algorithm is characterized as a function of the Kalman filter parameters through computer simulation for narrowband Gaussian noise interference. Examples of the phase- and envelope-tracking capabilities of the algorithm are presented, followed by bit error rate curves for interference bandwidths ranging from 0.5% to 5.0% of the chip rate of the spread spectrum signal.<>
Keywords :
Gaussian noise; Kalman filters; digital phase locked loops; filtering theory; interference suppression; phase estimation; pseudonoise codes; radiofrequency interference; spread spectrum communication; tracking filters; Kalman filter parameters; Kalman filter-based architecture; Kalman filtering; bit error rate curves; chip rate; computer simulation; constant envelope; digital phase-locked loop; direct sequence spread spectrum system; envelope-tracking; interference bandwidths; narrowband Gaussian noise; narrowband interference suppression; phase estimation; phase-tracking; spread spectrum communications; spread spectrum signal; Bit error rate; Computer simulation; Filtering; Gaussian noise; Interference suppression; Kalman filters; Narrowband; Phase estimation; Phase locked loops; Spread spectrum communication;
Journal_Title :
Communications, IEEE Transactions on