Title :
Blind SNR Estimation on WCDMA system with Unequal Power Signals and without any Prior Knowledge
Author :
Ghavami, Siavash ; Vakili, Vahid Tabataba
Author_Institution :
Iran Univ. of Sci. & Technol., Tehran
Abstract :
In this paper we have estimated signal to noise ratio (SNR) of active users in uplink scenario of CDMA systems blindly. We have not any knowledge about PN (pseudo noise) code, frequency, and timing of received signals. In this way first we synchronized received signal of desired user and then we use subspace method for SNR estimation of synchronized user. This type of SNR estimation is classified as non data aided (NDA) methods. Our synchronization is based on maximizing of covariance matrix Frobenius norm. After that by estimating PN code of strongest signal we are able to estimate transmitted signal data, and by using estimated SNR, we can eliminate this signal from received signal by using SIC (serial interference canceller). By repetition this cycle for each user we can estimate SNR of active users in uplink scenario. Also, in this paper we use minimum description length (MDL) criteria for estimating signal subspace dimension. Standard divisions of estimated SNR show that good agreement with exact SNR for all users.
Keywords :
broadband networks; code division multiple access; covariance matrices; pseudonoise codes; radio links; radiofrequency interference; PN code; WCDMA system; blind SNR estimation; covariance matrix Frobenius norm; minimum description length; nondata aided methods; pseudonoise code; serial interference canceller; signal subspace dimension estimation; signal to noise ratio; synchronization; transmitted signal data estimation; unequal power signals; uplink scenario; Amplitude estimation; Frequency synchronization; Interference cancellation; Multiaccess communication; Power control; Power system modeling; Signal to noise ratio; Silicon carbide; Statistics; Timing;
Conference_Titel :
Mobile and Wireless Communications Summit, 2007. 16th IST
Conference_Location :
Budapest
Print_ISBN :
963-8111-66-6
Electronic_ISBN :
963-8111-66-6
DOI :
10.1109/ISTMWC.2007.4299034