Title :
Minimum MSE-based detection of cyclostationary signals in array processing
Author :
Xin, J. ; Tsuji, H. ; Yoshimoto, S. ; Sano, A.
Author_Institution :
Commun. Res. Lab., MPT, Tokyo, Japan
Abstract :
On the motivation that many modulated communication signals exhibit a cyclostationary property, we propose a minimum mean squares error (MSE) based approach for detection of the signal of interest (SOI) impinging on a uniform line array to improve the signal detection capability. Moreover, a data-based iterative regularization algorithm is given, in which the number of the SOI is determined from measured data only and their directions of arrival (DOA) can be decided from the stabilized estimate of the linear prediction coefficients. The effectiveness of the presented approach is demonstrated through numerical examples.
Keywords :
adaptive antenna arrays; adaptive signal detection; adaptive signal processing; array signal processing; direction-of-arrival estimation; iterative methods; land mobile radio; least mean squares methods; linear antenna arrays; modulation; prediction theory; DOA; adaptive antenna; array processing; cyclostationary signals; data-based iterative regularization algorithm; directions of arrival; linear prediction coefficients; measured data; minimum MSE-based signal detection; minimum mean squares error; mobile communication systems; modulated communication signals; signal of interest; stabilized estimate; uniform line array; Adaptive arrays; Array signal processing; Direction of arrival estimation; Directive antennas; Frequency; Interference; Receiving antennas; Signal detection; Signal processing; Signal to noise ratio;
Conference_Titel :
Signal Processing Advances in Wireless Communications, First IEEE Signal Processing Workshop on
Conference_Location :
Paris, France
Print_ISBN :
0-7803-3944-4
DOI :
10.1109/SPAWC.1997.630228