Broadcasting with channel state information
- 9 September 2005
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 489-493
- https://doi.org/10.1109/sam.2004.1502996
Abstract
We consider the problem of transmit downlink beamforming for wireless transmission in the context of certain broadcasting or multicasting applications wherein channel state information (CSI) is available at the transmitter, and a common message is to be transmitted to the users. Unlike the usual "blind" isotropic broadcasting scenario, the availability of CSI allows transmit optimization. We adopt a minimum transmission power criterion, subject to prescribed minimum received signal-to-noise ratio (SNR) at each of the intended receivers. We also consider a related max-min SNR "fair" problem formulation subject to a transmit power constraint. The basic problem is non-convex and thus difficult to solve; however, we show that a suitable reformulation allows the application of semidefinite relaxation (SDR) techniques. SDR yields a (generally approximate) solution, but in many cases our solution is optimal, and in most cases it is within 3-4 dB from the optimal solution, which is often good enough in our intended applications. While the focus of the paper is on a wireless communication scenario, we also discuss related problems in downstream preceding for broadcasting in digital subscriber line systems.Keywords
This publication has 8 references indexed in Scilit:
- Convex OptimizationPublished by Cambridge University Press (CUP) ,2004
- Further Results on Approximating Nonconvex Quadratic Optimization by Semidefinite Programming RelaxationSIAM Journal on Optimization, 2003
- Quasi-maximum-likelihood multiuser detection using semi-definite relaxation with application to synchronous CDMAIEEE Transactions on Signal Processing, 2002
- Robust adaptive beamforming using worst-case performance optimization via Second-Order Cone programmingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Quadratic maximization and semidefinite relaxationMathematical Programming, 2000
- On maximization of quadratic form over intersection of ellipsoids with common centerMathematical Programming, 1999
- Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric conesOptimization Methods and Software, 1999
- Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interferenceIEEE Transactions on Information Theory, 1972