Title :
Cooperative Beamforming for Single-Carrier Frequency-Domain Equalization Systems with Multiple Relays
Author :
Wu, Peiran ; Schober, Robert
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia (UBC), Vancouver, BC, Canada
fDate :
6/1/2012 12:00:00 AM
Abstract :
We consider cooperative beamforming (BF) for block-based single-carrier frequency-domain equalization (SC- FDE) in a wireless network consisting of one single-antenna source, one single-antenna destination, and multiple multi- antenna relays. Adopting the minimum mean squared error as optimality criterion, the optimal frequency-domain linear equalization (LE) and decision-feedback equalization (DFE) receivers are derived and corresponding objective functions for relay BF matrix optimization are specified. For a sum relay power constraint, we obtain the structure of the optimal relay BF matrices in closed form. While the structure of the optimal relay BF matrices is identical for LE and DFE as well as for an idealized matched filter receiver, the solution of the remaining power allocation problem depends on the adopted receiver. The power allocation problem is shown to be convex for all considered receivers and an efficient numerical algorithm for finding the optimal power allocation is provided. Furthermore, to reduce complexity, two suboptimal power allocation schemes assigning identical powers to all relays and/or frequencies are proposed and shown to lead to only a small loss in performance and a remarkable robustness against imperfect channel state information.
Keywords :
antenna arrays; array signal processing; cooperative communication; decision feedback equalisers; frequency-domain analysis; least mean squares methods; matched filters; matrix algebra; optimisation; DFE receiver; block-based SC-FDE system; complexity reduction; cooperative beamforming; decision-feedback equalization receiver; imperfect channel state information; matched filter receiver; minimum mean squared error; multiple-multiantenna relays; numerical algorithm; optimal frequency-domain LE receiver; optimal frequency-domain linear equalization; optimal relay BF matrices; single-antenna destination; single-antenna source; single-carrier frequency-domain equalization systems; suboptimal power allocation schemes; sum relay power constraint; wireless network; Covariance matrix; Decision feedback equalizers; Optimization; Receivers; Relays; Resource management; Vectors; Multiple-relay networks; cooperative beamforming; single-carrier frequency-domain equalization;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.032712.111437