Outage Probability Conjecture for MIMO channels
Outage Probability Conjecture for MIMO channels
Consider a single-user MIMO Gaussian channel with transmitting antennas and receiving antennas, channel matrix , and covariance matrices satisfying . Let be the infimum of the outage probability over such covariance matrices. The matrices attaining this infimum should have an eigenvalue decomposition
where is unitary and, for some integer ,
Outage Probability Conjecture. Every covariance matrix attaining the infimum has the stated form: power is allocated equally among some transmit dimensions and is zero on the remaining dimensions. The conjecture expresses the symmetry between the transmitters. It was generally accepted as plausible in the source, but the supplied text gives no resolution for the general MIMO case.
Sources & referencesView supporting material
Primary source
Gen Li, Jingkai Yan and Yuantao Gu, “On the Outage Probability Conjecture for MIMO Channels”, arXiv:1711.01782 (2017).
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