Title :
An efficient design method for vector broadcast systems with common information
Author :
Gohary, R.H. ; Davidson, T.N. ; Luo, Z.-Q.
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
Abstract :
We consider the problem of determining an optimal transmission scheme for broadcasting a common message over vector channels, given (perfect) channel knowledge at both the receive and transmit ends. We provide an efficient method for jointly designing a linear transmitter and and a set of linear receivers so as to minimize a weighted mean square error (WMSE) of the data estimates. The computational efficiency follows from the convex formulations that we develop. These formulations enable utilization of highly efficient interior point methods. For diagonal channel matrices, which appear in multicarrier systems that employ cyclic prefixing, we show that the optimal transmitter is obtained by subcarrier allocation and power loading. The set of minimum MSE transceivers for a vector broadcast system is parametrized by a unitary matrix degree of freedom. For the case of diagonal systems, we show how this unitary matrix can be chosen so that the symbol error rate is minimized (over the given set). This optimal unitary matrix ensures that, for each receiver, the subcarrier signal-to-noise ratios (SNRs) are all the same. Simulations indicate that our designs can provide significantly improved performance over standard designs.
Keywords :
broadcast channels; broadcasting; error statistics; least mean squares methods; matrix algebra; minimisation; parameter estimation; transceivers; MMSE; SNR; computational efficiency; convex formulations; cyclic prefix; data estimates; diagonal channel matrices; linear receivers; linear transmitter; minimum MSE transceivers; multicarrier systems; power loading; signal-to-noise ratio; subcarrier allocation; symbol error rate; unitary matrix degree of freedom; vector broadcast systems; weighted mean square error; Broadcasting; Computational efficiency; Design methodology; Error analysis; Mean square error methods; OFDM modulation; Radio transmitters; Receivers; Transceivers; Vectors;
Conference_Titel :
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN :
0-7803-7974-8
DOI :
10.1109/GLOCOM.2003.1258589