Title :
Joint source and relay optimization for parallel MIMO relays using MMSE-DFE receiver
Author :
Toding, Apriana ; Khandaker, Muhammad R A ; Rong, Yue
Author_Institution :
Dept. Electr. Comput. Engr., Curtin Univ. of Technol., Bentley, WA, Australia
fDate :
Oct. 31 2010-Nov. 3 2010
Abstract :
In this paper, we study the optimal structure of the source precoding matrix and the relay amplifying matrices for multiple-input multiple-output (MIMO) relay communication systems with parallel relay nodes. In particular, a nonlinear decision feedback equalizer (DFE) is used at the destination node, and the minimal mean-squared error (MMSE) criterion is used to detect the transmitted signal at each stream. We show that the optimal source precoding matrix and the optimal relay amplifying matrices have a beamforming structure. Using such optimal source and relay matrices and the MMSE-DFE receiver, a joint source and relay power loading algorithm is developed to minimize the MSE of the signal waveform estimation. Compared with existing algorithms for parallel MIMO relay networks, the proposed source and relay design together with the MMSE-DFE receiver has a significant improvement in the system bit-error-rate performance.
Keywords :
MIMO communication; array signal processing; decision feedback equalisers; least mean squares methods; matrix algebra; optimisation; precoding; radio repeaters; signal detection; DFE; MMSE criterion; MMSE-DFE receiver; beamforming structure; destination node; joint source optimisation; joint source power loading algorithm; minimal mean-squared error criterion; multiple-input multiple-output relay communication systems; nonlinear decision feedback equalizer; optimal relay amplifying matrices; optimal source precoding matrix; parallel MIMO relay networks; parallel relay nodes; relay optimization; relay power loading algorithm; signal waveform estimation; system bit-error-rate performance; transmitted signal detection; MIMO; decision feedback equalizer (DFE); minimum mean-squared error (MMSE); multiple-input multiple-output (MIMO); parallel relay; relay networks;
Conference_Titel :
Communications (APCC), 2010 16th Asia-Pacific Conference on
Conference_Location :
Auckland
Print_ISBN :
978-1-4244-8128-6
Electronic_ISBN :
978-1-4244-8127-9
DOI :
10.1109/APCC.2010.5679751