Title :
Fast Resampling and Denoising of Spread Spectrum Signal for Real-Time Wireless Location
Author :
Luo, Gaoyong ; Osypiw, David
Author_Institution :
Sch. of Phys. & Electron. Eng., Guangzhou Univ., Guangzhou, China
Abstract :
Narrowband noise is the most effective interference that can make measurement of spread spectrum signal undetected for wireless location. However, current methods for narrowband noise suppression are either very time-consuming or adding distortion to the signal received. In this paper, a fast resampling method and an adaptive Gaussian wavelet filter with optimal time-frequency localisation and variable bandwidth is proposed to suppress single and multiple narrowband noise that interferes with spread spectrum signals in the frequency domain. The filtering and resampling is computationally efficient such that it can be used for real-time implementation. A method by conducting magnitude spectral analysis on received signals in a detection channel is employed to determine which frequency contents in the spectral analysis output contain the interfering narrowband signals. Experimental work has demonstrated that the proposed resampling and wavelet filter reduces narrowband noise efficiently and improves signal to noise ratio (SNR) for peak detection leading to higher accuracy of timing measurement for wireless positioning.
Keywords :
Gaussian processes; adaptive filters; interference suppression; radio direction-finding; real-time systems; signal denoising; signal sampling; spectral analysis; spread spectrum communication; time-frequency analysis; adaptive Gaussian wavelet filter; detection channel; fast resampling method; frequency domain; magnitude spectral analysis; narrowband noise suppression; narrowband signal interference; optimal time-frequency localisation; real-time wireless location; spread spectrum signal denoising; Distortion measurement; Filters; Interference; Narrowband; Noise measurement; Noise reduction; Signal to noise ratio; Spectral analysis; Spread spectrum communication; Wavelet domain; Gaussian wavelet filter; fast resampling; noise suppression; spread spectrum; time-frequency localisation; wireless location;
Conference_Titel :
Wireless and Mobile Communications, 2009. ICWMC '09. Fifth International Conference on
Conference_Location :
Cannes, La Bocca
Print_ISBN :
978-1-4244-4679-7
Electronic_ISBN :
978-0-7695-3750-4
DOI :
10.1109/ICWMC.2009.9