Title :
Short-time Fourier transform receiver for nonstationary interference excision in direct sequence spread spectrum communications
Author :
Ouyang, Xuemei ; Amin, Moeness G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Villanova Univ., PA, USA
fDate :
4/1/2001 12:00:00 AM
Abstract :
A new adaptive excision approach for nonstationary interference excision in direct sequence spread spectrum (DS/SS) communications is introduced. The proposed excision approach is based on the attractive localization properties of the impulse responses of the multiple pole filters. These impulse responses have Gaussian-like shapes and decrease in bandwidth with higher pole multiplicities. When used as data windows, they field a large class of computationally efficient short-time Fourier transforms (STFTs). Localization measures can be applied to determine the optimum window that maximally concentrates the interference in the time-frequency (t.-f.) domain. Interference mitigation is then achieved by applying a binary excision mask to the corresponding STFT for each data bit. We show that the proposed interference excision method permits both data-dependent windowing and time-varying filtering and leads to improved BER performance of the DS/SS system. The paper also derives the general optimum receiver implementing the STFT-based interference excision system
Keywords :
Fourier transforms; adaptive signal processing; error statistics; filtering theory; interference suppression; poles and zeros; radio receivers; radiofrequency interference; spread spectrum communication; time-frequency analysis; time-varying filters; transient response; BER performance; DS-SS; Gaussian-like shapes; PN sequence; STFT-based interference excision system; adaptive interference excision; bandwidth; binary excision mask; data windows; data-dependent windowing; direct sequence spread spectrum communications; general optimum receiver; impulse response; localization measures; localization properties; multiple pole filters; nonstationary interference excision; short-time Fourier transform receiver; suboptimum receiver; time-frequency domain; time-varying filtering; Bandwidth; Filtering; Filters; Fourier transforms; Gaussian processes; Interference; Shape; Spread spectrum communication; Time frequency analysis; Time varying systems;
Journal_Title :
Signal Processing, IEEE Transactions on