Title :
Closed-form Cramer-Rao lower bounds for DOA estimation from turbo-coded square-QAM-modulated transmissions
Author :
Bellili, Faouzi ; Elguet, Chaima ; Ben Amor, Souheib ; Affes, Sofiene ; Stephenne, Alex
Author_Institution :
EMT, INRS, Montreal, QC, Canada
Abstract :
This paper tackles the problem of the direction of arrival (DOA) estimation in turbo-coded systems. We derive for the first time the closed-form expressions for the Cramér-Rao lower bounds (CRLBs) of the code-aided (CA) DOA estimates from arbitrary square-QAM modulated signals. We succeed in factorizing the likelihood function of the system into two analogous terms linearizing thereby all the derivation steps of the Fisher information (FI) element. Simulation results demonstrate that the CRLB for the CA DOA estimates lies between its counterparts in non-data-aided (NDA) and data-aided (DA) estimation schemes. Moreover, the DOA CA CRLB improves by decreasing the coding rate highlighting thereby the potential gain in estimation performance stemming from the proper exploitation of the decoder output.
Keywords :
direction-of-arrival estimation; quadrature amplitude modulation; turbo codes; DOA estimation; Fisher information element; closed-form Cramer-Rao lower bounds; direction of arrival estimation; estimation performance; likelihood function; turbo-coded square-QAM-modulated transmissions; Arrays; Decoding; Direction-of-arrival estimation; Estimation; Signal to noise ratio; Turbo codes; Cramér-Rao lower bound (CRLB); Direction of arrival (DOA); code-aided (CA); square-QAM modulations; turbo codes;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178620