Conjecture on optimal beamforming vectors for the two-user broadcast channel
Let and denote the channel covariance matrices, let be the signal-to-noise ratio, and let and maximize subject to the candidate beamforming vectors and . Write for the unit-norm dominant eigenvector operation. Optimal beamforming conjecture. In the intermediate- regime, the ergodic sum-rate is maximized by
for some , . The claim proposes the optimality structure of the paper's beamforming scheme in the intermediate-SNR regime; the authors state that they are unable to prove it and motivate it by numerical studies.
References
Primary source
Vasanthan Raghavan, Stephen Hanly and Venugopal Veeravalli, “Statistical Beamforming on the Grassmann Manifold for the Two-User Broadcast Channel”, arXiv:1104.2116 (2011).
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