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Channel Estimation and Hybrid Precoding for Frequency Selective Multiuser mmWave MIMO Systems.
- Source :
- IEEE Journal of Selected Topics in Signal Processing; May2018, Vol. 12 Issue 2, p353-367, 15p
- Publication Year :
- 2018
-
Abstract
- Configuring the hybrid precoders and combiners in a millimeter wave multiuser multiple-input multiple-output system is challenging in frequency selective channels. In this paper, we develop a system that uses compressive estimation on the uplink to configure precoders and combiners for the downlink. In the first step, the base station (BS) simultaneously estimates the channels from all the mobile stations on each subcarrier. To reduce the number of measurements required, compressed sensing techniques are developed that exploit common support on the different subcarriers. In the second step, exploiting reciprocity and the channel estimates the BS designs hybrid precoders and combiners. Two algorithms are developed for this purpose, with different performance and complexity tradeoffs: First, a factorization of the purely digital solution; and second, an iterative hybrid design. Extensive numerical experiments evaluate the proposed solutions comparing to the state-of-the-art strategies, and illustrating design tradeoffs in overhead, complexity, and performance. [ABSTRACT FROM PUBLISHER]
Details
- Language :
- English
- ISSN :
- 19324553
- Volume :
- 12
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- IEEE Journal of Selected Topics in Signal Processing
- Publication Type :
- Academic Journal
- Accession number :
- 129840800
- Full Text :
- https://doi.org/10.1109/JSTSP.2018.2819130