Title :
Unified Tensor Modeling for Blind Receivers in Multiuser Uplink Cooperative Systems
Author :
Fernandes, Carlos Alexandre Rolim ; De Almeida, André Lima Férrer ; Costa, Daniel Benevides da
Author_Institution :
Dept. of Comput. Eng., Fed. Univ. of Ceara, Sobral, Brazil
fDate :
5/1/2012 12:00:00 AM
Abstract :
In this letter, we present new blind receivers for uplink multiuser cooperative diversity systems. Considering amplify-and-forward (AF), fixed decode-and-forward (FDF), and selective decode-and-forward (SDF) relaying protocols, the proposed receivers exploits a unified formulation of the received signal as a CANDECOMP/PARAFAC (CP) model with dimensions receive antenna ×cooperative branch × symbol period. Under the assumption that channel state information (CSI) is not available neither at the relays nor at the base station, the proposed receiver jointly and blindly estimates the transmitted symbols and channel parameters. In addition to avoiding the use of pilots symbols, the CP-based receiver can operate with less base station antennas than users or, alternatively, with a single relay per user.
Keywords :
amplify and forward communication; channel estimation; cooperative communication; decode and forward communication; diversity reception; radio receivers; receiving antennas; tensors; wireless channels; CANDECOMP-PARAFAC model; CP-based receiver; amplify-and-forward relaying protocol; base station antenna; blind estimation; blind receiver; channel parameter estimation; channel state information; cooperative branch; decode-and-forward relaying protocol; receive antenna; symbol period; transmitted symbol estimation; unified tensor modeling; uplink multiuser cooperative diversity system; Arrays; Base stations; Protocols; Receiving antennas; Relays; Tensile stress; Blind receiver; CANDECOMP/PARAFAC decomposition; cooperative diversity; relaying;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2012.2188510