TY - JOUR
T1 - Nonlinear transceiver designs in MIMO amplify-and-forward relay systems
AU - Tseng, Fan Shuo
AU - Wu, Wen-Rong
PY - 2011/2/1
Y1 - 2011/2/1
N2 - Various linear transceiver design methods have been developed in three-node amplify-and-forward (AF) multiple-inputmultiple-output (MIMO) relay systems. Nonlinear designs in such systems, however, have yet to be investigated. In this paper, we propose nonlinear transceiver designs for a linear source and relay precoded system with the QR successive-interference-cancellation (SIC) receiver and another linear source and relay precoded system with the minimum-mean-squared-error (MMSE) SIC receiver. Our designs minimize the criterion of the block error rate, which is a complicated function of the source and relay precoders. Solving the two precoders simultaneously is not feasible. To overcome the difficulties, we first resort to the primal decomposition approach, i.e., transferring the original optimization to a subproblem and a master problem and solving the two precoders individually. However, since two power constraints are mutually coupled, the decomposition cannot actually be conducted. We then propose a unitary structure for the source precoder and show that the power constraints can be decoupled. As a result, the source precoder can be solved as a function of the relay precoder in the subproblem. With a proposed relay precoder structure, the master problem can further be transferred to a scalar-valued concave optimization problem. A closed-form solution can finally be derived by the KaruchKuhnTucker (KKT) conditions. Simulations show that the proposed transceivers can significantly outperform the existing linear transceivers.
AB - Various linear transceiver design methods have been developed in three-node amplify-and-forward (AF) multiple-inputmultiple-output (MIMO) relay systems. Nonlinear designs in such systems, however, have yet to be investigated. In this paper, we propose nonlinear transceiver designs for a linear source and relay precoded system with the QR successive-interference-cancellation (SIC) receiver and another linear source and relay precoded system with the minimum-mean-squared-error (MMSE) SIC receiver. Our designs minimize the criterion of the block error rate, which is a complicated function of the source and relay precoders. Solving the two precoders simultaneously is not feasible. To overcome the difficulties, we first resort to the primal decomposition approach, i.e., transferring the original optimization to a subproblem and a master problem and solving the two precoders individually. However, since two power constraints are mutually coupled, the decomposition cannot actually be conducted. We then propose a unitary structure for the source precoder and show that the power constraints can be decoupled. As a result, the source precoder can be solved as a function of the relay precoder in the subproblem. With a proposed relay precoder structure, the master problem can further be transferred to a scalar-valued concave optimization problem. A closed-form solution can finally be derived by the KaruchKuhnTucker (KKT) conditions. Simulations show that the proposed transceivers can significantly outperform the existing linear transceivers.
KW - Amplify-and-forward (AF)
KW - KaruchKuhnTucker (KKT) conditions
KW - minimum-mean-squared-error successive interference cancellation (MMSE-SIC)
KW - multiple-inputmultiple-output (MIMO) relay
KW - precoder design
KW - primal decomposition
KW - QR successive interference cancellation (QR-SIC)
KW - transceiver design
UR - http://www.scopus.com/inward/record.url?scp=79951868971&partnerID=8YFLogxK
U2 - 10.1109/TVT.2010.2090180
DO - 10.1109/TVT.2010.2090180
M3 - Article
AN - SCOPUS:79951868971
SN - 0018-9545
VL - 60
SP - 528
EP - 538
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 2
M1 - 5613207
ER -