Title :
A Novel Arrany Signal Processing Technique for Multipath Channel Parameter Estimation
Author :
Guldogan, Mehmet Burak ; Arikan, Orhan
Author_Institution :
Elektrik ve Elektronik Muhendisligi Bolumu, Bilkent Univ., Ankara, Turkey
Abstract :
In this paper, a new array signal processing technique, which make use of the cross ambiguity function calculation, is proposed. Developed technique estimates direction of arrival (DOA), time delay, Doppler shift and amplitude corresponding to each impinging signal onto a sensor array in an iterative manner. Performances of the proposed technique cross ambiguity function -direction finding (CAF-DF) and multiple signal classification (MUSIC) are compared using synthetic signals in terms of root mean squared error (rMSE) for different signal-to-noise ratio (SNR) values. Success of the proposed technique is studied on the recorded multipath high-latitude ionosphere data. Results show that proposed CAF-DF technique increases the success rate considerably in separating signal sources even for low SNR values.
Keywords :
array signal processing; direction-of-arrival estimation; mean square error methods; signal classification; Doppler shift; array signal processing technique; cross ambiguity function -direction finding; direction of arrival; multipath channel parameter estimation; multiple signal classification; recorded multipath high-latitude ionosphere data; root mean squared error; signal-to-noise ratio values; time delay; Amplitude estimation; Array signal processing; Delay effects; Delay estimation; Direction of arrival estimation; Multipath channels; Multiple signal classification; Parameter estimation; Sensor arrays; Signal processing;
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Conference_Location :
Eskisehir
Print_ISBN :
1-4244-0719-2
Electronic_ISBN :
1-4244-0720-6
DOI :
10.1109/SIU.2007.4298575