Title :
Blind estimation of primary user traffic parameters under sensing errors
Author :
Gabran, Wesam ; Pawelczak, Przemyslaw ; Chun-Hao Liu ; Cabric, Danijela
Author_Institution :
Broadcom Corp., Irvine, CA, USA
Abstract :
In this work we investigate the bounds on the estimation accuracy of Primary User (PU) traffic parameters with exponentially distributed busy and idle times. We derive closed-form expressions for the Cramér-Rao bounds on the mean squared estimation error for the blind joint estimation of the PU traffic parameters, specifically, the duty cycle, and the mean arrival and departure rates. Moreover, we present the corresponding maximum-likelihood estimators for the traffic parameters and discuss the effect of sensing errors in the joint estimation of PU traffic.
Keywords :
maximum likelihood estimation; subscriber loops; telecommunication traffic; Cramér-Rao bounds; PU traffic parameters; blind estimation; blind joint estimation; closed-form expressions; departure rates; duty cycle; dynamic spectrum access network; estimation accuracy; exponentially distributed busy times; idle times; maximum-likelihood estimators; mean arrival; mean squared estimation error; primary user traffic parameters; sensing errors; Estimation error; Joints; Maximum likelihood estimation; Sensors; Vectors; Zinc;
Conference_Titel :
Communications (ICC), 2013 IEEE International Conference on
Conference_Location :
Budapest
DOI :
10.1109/ICC.2013.6654889