Title :
Closed-Form Expressions for the Exact Cramer-Rao Bound for Parameter Estimation of Arbitrary Square QAM-Modulated Signals
Author :
Bellili, Faouzi ; Atitallah, Nesrine ; Affes, Sofiène ; Stéphenne, Alex
Author_Institution :
INRS-EMT, Montreal, QC, Canada
Abstract :
In this paper, we derive analytical expressions for the exact Cramer-Rao lower bounds (CRLBs) for the joint estimation of the carrier frequency, the carrier phase, the noise power and the signal amplitude of square quadrature amplitude (QAM) modulated signals. The channel is assumed to be slowly timevarying so that it can be assumed constant over the observation interval. The signal is assumed to be corrupted by additive white Gaussian noise (AWGN). The closed-form expressions for the corresponding modified Cramer-Rao lower bounds (MCRLBs) are also derived in this paper.
Keywords :
AWGN; estimation theory; parameter estimation; quadrature amplitude modulation; signal processing; Cramer-Rao bound; additive white Gaussian noise; arbitrary square QAM-modulated signals; carrier frequency; carrier phase; closed-form expressions; joint estimation; noise power; observation interval; parameter estimation; signal amplitude; square quadrature amplitude modulated signals; AWGN; Additive white noise; Amplitude estimation; Closed-form solution; Frequency estimation; Gaussian noise; Parameter estimation; Phase estimation; Quadrature amplitude modulation; Signal analysis;
Conference_Titel :
Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-4148-8
DOI :
10.1109/GLOCOM.2009.5425213