Title :
Do wireless data signals exhibit spectral autocorrelation?
Author :
Coulson, Alan J.
Author_Institution :
Ind. Res. Ltd., Lower Hutt
fDate :
Jan. 30 2008-Feb. 1 2008
Abstract :
Signal spectra of wireless data systems are well known to be uncorrelated provided the communicated data sequence itself is white. However, multiplicative processes in wireless transmission systems and multipath fading channels produce spectral correlation. This paper shows that, where spectrum sensing opportunities are short in duration, the sample vector spectrum covariance matrix typically remains purely diagonal. It is also shown that signal spectra may be somewhat correlated in instances where the channel Doppler spread is severe, or where the measurement system has resolution bandwidth smaller than that of the wireless data system.
Keywords :
correlation methods; covariance matrices; fading channels; multipath channels; signal detection; signal resolution; spectral analysis; multipath fading channel; multiplicative process; sample vector spectrum covariance matrix; signal resolution; spectral autocorrelation; wireless data transmission system; Autocorrelation; Bandwidth; Covariance matrix; Data systems; Fading; Frequency estimation; Interference; RF signals; Stochastic processes; Wireless sensor networks;
Conference_Titel :
Communications Theory Workshop, 2008. AusCTW 2008. Australian
Conference_Location :
Christchurch
Print_ISBN :
978-1-4244-2038-4
Electronic_ISBN :
978-1-4244-2038-4
DOI :
10.1109/AUSCTW.2008.4460813