Sparse regression codes with MA-OAMP achieve the full capacity region of MIMO-MAC through power allocation over position-modulated signals and time sharing.
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Elimination-augmented Track-and-Stop yields a non-asymptotic upper bound on stopping time in active hypothesis testing, with finite-sample improvements from tighter tracking on the reduced hypothesis set.
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Capacity-Region-Achieving Sparse Regression Codes for MIMO Multiple-Access Channels
Sparse regression codes with MA-OAMP achieve the full capacity region of MIMO-MAC through power allocation over position-modulated signals and time sharing.
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Finite-Sample Analysis of Elimination in Active Hypothesis Testing
Elimination-augmented Track-and-Stop yields a non-asymptotic upper bound on stopping time in active hypothesis testing, with finite-sample improvements from tighter tracking on the reduced hypothesis set.