Title :
Transform domain LMS convergence in tone interference
Author :
Medley, Michael J. ; Saulnier, Gary J.
Author_Institution :
Rome Lab., AFRL, Rome, NY, USA
Abstract :
Direct-sequence spread spectrum (DS-SS) signaling techniques are often used in conjunction with digital signal processors to combat undesired interference in both military and civilian communications systems. Although spread spectrum signals are inherently robust with respect to non-white interference, the extent to which such interference affects communications reliability depends on the system´s processing gain and may be augmented using adaptive filtering techniques. In this paper, the received waveform is filtered in the transform domain using various least-mean-squared (LMS) filtering implementations. The convergence performance of both conventional and normalized pre- and post-correlation transform domain LMS (TDLMS) algorithms is studied as it relates to jammer frequency and misadjustment noise. Analytical and simulation results obtained in the presence of tone interference sources are presented
Keywords :
Wiener filters; adaptive filters; convergence of numerical methods; interference suppression; jamming; least mean squares methods; radio receivers; radiofrequency interference; spread spectrum communication; telecommunication signalling; adaptive filtering; civilian communications; convergence performance; digital signal processors; direct-sequence spread spectrum signaling techniques; jammer frequency; least-mean-squared filtering; military communications; misadjustment noise; post-correlation transform domain LMS; pre-correlation transform domain LMS; processing gain; received waveform; reliability; tone interference; transform domain LMS convergence; Adaptive filters; Convergence; Digital signal processors; Filtering; Interference; Least squares approximation; Military communication; Robustness; Signal processing; Spread spectrum communication;
Conference_Titel :
MILCOM 97 Proceedings
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4249-6
DOI :
10.1109/MILCOM.1997.646744