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Solution of the Multiuser Downlink Beamforming Problem With Individual SINR Constraints
Abstract
We address the problem of joint downlink beamforming in a power-controlled network, where independent data streams are to be transmitted from a multiantenna base station to several decentralized single-antenna terminals. The total transmit power is limited and channel information (possibly statistical) is available at the transmitter. The design goal: jointly adjust the beamformers and transmission powers according to individual SINR requirements. In this context, there are two closely related optimization problems. P1: maximize the jointly achievable SINR margin under a total power constraint. P2: minimize the total transmission power while satisfying a set of SINR constraints. In this paper, both problems are solved within a unified analytical framework. Problem P1 is solved by minimizing the maximal eigenvalue of an extended crosstalk matrix. The solution provides a necessary and sufficient condition for the feasibility of the SINR requirements. Problem P2 is a variation of problem P1. An important step in our analysis is to show that the global optimum of the downlink beamforming problem is equivalently obtained from solving a dual uplink problem, which has an easier-to-handle analytical structure. Then, we make use of the special structure of the extended crosstalk matrix to develop a rapidly converging iterative algorithm. The optimality and global convergence of the algorithm is proven and stopping criteria are given.
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Cited by
Gesbert, D., Kountouris, M., Heath, R. W., Chae, C.-B., & Salzer, T. (2007) · IEEE Signal Processing Magazine · doi:10.1109/msp.2007.904815 · Cited by 1,083
Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar
Liu, X., Huang, T., Shlezinger, N., Liu, Y., Zhou, J., & Eldar, Y. C. (2020) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2020.3004739 · Cited by 992
An introduction to convex optimization for communications and signal processing
Luo, Z.-Q., & Yu, W. (2006) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2006.879347 · Cited by 562
Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming
Huang, Y., & Palomar, D. P. (2010) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2009.2031732 · Cited by 561
Joudeh, H., & Clerckx, B. (2016) · IEEE Transactions on Communications · doi:10.1109/tcomm.2016.2603991 · Cited by 432
Metadata
- Authors
- Schubert, M., & Boche, H.
- Venue
- IEEE Transactions on Vehicular Technology
- Published
- 2004-01
- Volume
- 53
- Issue
- 1
- Pages
- 18-28
- ISSN
- 0018-9545 (ISSN-L)
- OpenAlex
- W2161473225
- Cited by
- 1,178
- References
- 0
- FWCI
- 55.91
- Type
- journal article
- Language
- en
- Open access
- closed
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- Schubert, M., & Boche, H. (2004). Solution of the Multiuser Downlink Beamforming Problem With Individual SINR Constraints. IEEE Transactions on Vehicular Technology. https://doi.org/10.1109/tvt.2003.819629
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