Title :
Estimation of synchronization parameters in AF cooperative networks
Author :
Nasir, Ali A. ; Mehrpouyan, Hani ; Blostein, Steven D. ; Durrani, Salman ; Kennedy, Rodney A.
Author_Institution :
Res. Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
In cooperative networks, multiple carrier frequency offsets (MCFOs) and multiple timing offsets (MTOs) originate due to multiple distributed nodes. In this paper, algorithms for joint estimation of these parameters and channels in amplify-and-forward (AF) relaying networks are proposed. A new training model and transceiver structure at the relays for achieving synchronization throughout the network is devised. New exact closed-form expressions for the Cramér-Rao lower bounds (CRLBs) for the multi-parameter estimation problem are derived. An estimation method is proposed for jointly estimating MCFOs, MTOs, and channel gains at the destination based on space-alternating generalized expectation maximization (SAGE) and compared to a computationally-intensive least squares (LS) approach. The proposed estimator´s performance is shown to be close to the CRLB at mid-to-high signal-to-noise ratio (SNR) resulting in significant cooperative performance gains in the presence of practical impairments.
Keywords :
amplify and forward communication; channel estimation; cooperative communication; diversity reception; expectation-maximisation algorithm; radio transceivers; synchronisation; AF cooperative network; CRLB; Cramer-Rao lower bound; MCFO; MTO; SAGE; SNR; amplify and forward relaying network; channel estimation; multiple carrier frequency offset; multiple timing offset; signal-to-noise ratio; space alternating generalized expectation maximization; synchronization parameter estimation; transceiver; Channel estimation; Cooperative systems; Estimation; Relays; Signal to noise ratio; Timing; Training;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6363669