Design Guidelines for Limited Feedback in the Spatially Correlated Broadcast Channel

A linear beamformer design for the broadcast channel where the base station is equipped with N t antennas and signals to M = 2 users (each with a single antenna) and where the vector channels are spatially correlated is considered. This problem is of relevance in wireless standardization efforts whe...

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Veröffentlicht in:IEEE transactions on communications 2015-07, Vol.63 (7), p.2524-2540
Hauptverfasser: Raghavan, Vasanthan, Choi, Junil J., Love, David J.
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Choi, Junil J.
Love, David J.
description A linear beamformer design for the broadcast channel where the base station is equipped with N t antennas and signals to M = 2 users (each with a single antenna) and where the vector channels are spatially correlated is considered. This problem is of relevance in wireless standardization efforts where two users are simultaneously scheduled (instead of the theoretically feasible N t user scheduling) to minimize signaling overhead. The users are assumed to have perfect channel state information (CSI), whereas the base station has statistical information of the channels. In the first part of this work, the role of the relevance of feedback is studied via the quantification of the gap in ergodic sum-rate between the perfect CSI and statistics-only extremes. In this direction, the importance of orthogonality of the dominant eigenmodes of the two users in maximizing the gap is established. In the second part of this work, in scenarios with a large gap, limited feedback beamforming codebooks and a codeword selection metric are designed for the low-rate feedback setting. The main contribution here is the proposal of a generalized eigenvector codebook and feedback of the codeword index that maximizes an estimate of the signal-to-interference-and-noise ratio (SINR) of each user. Extensions of this scheme are also proposed for the general N t antenna case with M users, where M ≤ N t . It is shown via numerical studies that this scheme leads to significant performance improvement across a large family of channels over schemes such as Grassmannian/Random Vector Quantization/single-user codebooks with the channel projection metric for codeword selection.
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The main contribution here is the proposal of a generalized eigenvector codebook and feedback of the codeword index that maximizes an estimate of the signal-to-interference-and-noise ratio (SINR) of each user. Extensions of this scheme are also proposed for the general N t antenna case with M users, where M ≤ N t . 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subjects Adaptive signalling
Antennas
Array signal processing
Beamforming
broadcast channel
Channels
Correlation
Covariance matrices
Ergodic processes
Feedback
information rates
Interference
limited feedback
Measurement
MISO systems
multi-user MIMO
Optimized production technology
precoding
Proposals
Signal to noise ratio
spatial correlation
Vector quantization
title Design Guidelines for Limited Feedback in the Spatially Correlated Broadcast Channel
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