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Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
by
Dai, Linglong
, Gao, Zhen
, Wang, Zhaocheng
in
4G mobile communication
/ 5G wireless communications
/ Algorithms
/ Antennas
/ Applied sciences
/ channel estimation
/ channel state information
/ Channels
/ compressed sensing
/ Computer simulation
/ Design engineering
/ Detection
/ Detection, estimation, filtering, equalization, prediction
/ downlink large‐scale MIMO systems
/ Exact sciences and technology
/ Information, signal and communications theory
/ MIMO channel estimation
/ MIMO systems
/ orthogonal pilots
/ pilot overhead
/ Pilots
/ Radiocommunications
/ Signal and communications theory
/ Signal, noise
/ spatial–temporal common sparsity
/ spectrum‐efficient superimposed pilot design
/ SSP
/ structured compressive sensing
/ structured subspace pursuit algorithm
/ Telecommunications
/ Telecommunications and information theory
/ transmit antennas
/ transmitting antennas
/ Wireless communication
/ Wireless communications
2014
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Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
by
Dai, Linglong
, Gao, Zhen
, Wang, Zhaocheng
in
4G mobile communication
/ 5G wireless communications
/ Algorithms
/ Antennas
/ Applied sciences
/ channel estimation
/ channel state information
/ Channels
/ compressed sensing
/ Computer simulation
/ Design engineering
/ Detection
/ Detection, estimation, filtering, equalization, prediction
/ downlink large‐scale MIMO systems
/ Exact sciences and technology
/ Information, signal and communications theory
/ MIMO channel estimation
/ MIMO systems
/ orthogonal pilots
/ pilot overhead
/ Pilots
/ Radiocommunications
/ Signal and communications theory
/ Signal, noise
/ spatial–temporal common sparsity
/ spectrum‐efficient superimposed pilot design
/ SSP
/ structured compressive sensing
/ structured subspace pursuit algorithm
/ Telecommunications
/ Telecommunications and information theory
/ transmit antennas
/ transmitting antennas
/ Wireless communication
/ Wireless communications
2014
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Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
by
Dai, Linglong
, Gao, Zhen
, Wang, Zhaocheng
in
4G mobile communication
/ 5G wireless communications
/ Algorithms
/ Antennas
/ Applied sciences
/ channel estimation
/ channel state information
/ Channels
/ compressed sensing
/ Computer simulation
/ Design engineering
/ Detection
/ Detection, estimation, filtering, equalization, prediction
/ downlink large‐scale MIMO systems
/ Exact sciences and technology
/ Information, signal and communications theory
/ MIMO channel estimation
/ MIMO systems
/ orthogonal pilots
/ pilot overhead
/ Pilots
/ Radiocommunications
/ Signal and communications theory
/ Signal, noise
/ spatial–temporal common sparsity
/ spectrum‐efficient superimposed pilot design
/ SSP
/ structured compressive sensing
/ structured subspace pursuit algorithm
/ Telecommunications
/ Telecommunications and information theory
/ transmit antennas
/ transmitting antennas
/ Wireless communication
/ Wireless communications
2014
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Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
Journal Article
Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
2014
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Overview
Large-scale multiple-input multiple-output (MIMO) with high spectrum and energy efficiency is a very promising key technology for future 5G wireless communications. For large-scale MIMO systems, accurate channel state information (CSI) acquisition is a challenging problem, especially when each user has to distinguish and estimate numerous channels coming from a large number of transmit antennas in the downlink. Unlike the conventional orthogonal pilots whose pilot overhead prohibitively increases with the number of transmit antennas, a spectrum-efficient superimposed pilot design for downlink large-scale MIMO scenarios is proposed, where frequency-domain pilots of different transmit antennas occupy completely the same subcarriers in the frequency domain. Meanwhile, spatial–temporal common sparsity of large-scale MIMO channels motivates us to exploit the emerging theory of structured compressive sensing (CS) for reliable MIMO channel estimation, which is realised by the proposed structured subspace pursuit (SSP) algorithm to simultaneously recover multiple channels with low pilot overhead. Simulation results demonstrate that the proposed scheme performs well and can approach the performance bound.
Publisher
The Institution of Engineering and Technology,Institution of Engineering and Technology,John Wiley & Sons, Inc
Subject
/ Antennas
/ Channels
/ Detection, estimation, filtering, equalization, prediction
/ downlink large‐scale MIMO systems
/ Exact sciences and technology
/ Information, signal and communications theory
/ Pilots
/ Signal and communications theory
/ spatial–temporal common sparsity
/ spectrum‐efficient superimposed pilot design
/ SSP
/ structured compressive sensing
/ structured subspace pursuit algorithm
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