We propose a method for estimating the channel matrix in MIMO communication systems from intermittent measurements based on the matrix completion technique. The method requires the minimization of the trace norm of the partially known channel matrix. The availability of fast and efficient convex minimization programs allows a numerically efficient solution of the problem. The effectiveness of the technique is numerically investigated considering different scattering environments.
MIMO Channel-State Estimation in the Presence of Partial Data and/or Intermittent Measurements
MIGLIORE, Marco Donald;PINCHERA, Daniele;LUCIDO, Mario;SCHETTINO, Fulvio;PANARIELLO, Gaetano
2017-01-01
Abstract
We propose a method for estimating the channel matrix in MIMO communication systems from intermittent measurements based on the matrix completion technique. The method requires the minimization of the trace norm of the partially known channel matrix. The availability of fast and efficient convex minimization programs allows a numerically efficient solution of the problem. The effectiveness of the technique is numerically investigated considering different scattering environments.File in questo prodotto:
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