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Acquisition of channel state information for mmWave massive MIMO: Traditional and machine learning-based approaches
The accuracy of channel state information (CSI) acquisition directly affects the performance
of millimeter wave (mmWave) communications. In this article, we provide an overview on …
of millimeter wave (mmWave) communications. In this article, we provide an overview on …
Model-driven deep learning based channel estimation and feedback for millimeter-wave massive hybrid MIMO systems
This paper proposes a model-driven deep learning (MDDL)-based channel estimation and
feedback scheme for wideband millimeter-wave (mmWave) massive hybrid multiple-input …
feedback scheme for wideband millimeter-wave (mmWave) massive hybrid multiple-input …
Receiver design and time of arrival estimation for opportunistic localization with 5G signals
A comprehensive approach for opportunistic navigation with fifth-generation (5G) cellular
signals that exploits the downlink channel is developed. The structure of possible 5G …
signals that exploits the downlink channel is developed. The structure of possible 5G …
UAV communications with millimeter-wave beamforming: Potentials, scenarios, and challenges
Unmanned aerial vehicle (UAV) has been widely used in many fields and is arousing global
attention. As the resolution of the equipped sensors in the UAV becomes higher and the …
attention. As the resolution of the equipped sensors in the UAV becomes higher and the …
Data-driven deep learning based hybrid beamforming for aerial massive MIMO-OFDM systems with implicit CSI
In an aerial hybrid massive multiple-input multiple-output (MIMO) and orthogonal frequency
division multiplexing (OFDM) system, how to design a spectral-efficient broadband multi …
division multiplexing (OFDM) system, how to design a spectral-efficient broadband multi …
Hybrid spherical-and planar-wave modeling and DCNN-powered estimation of terahertz ultra-massive MIMO channels
The Terahertz band is envisioned to meet the demanding 100 Gbps data rates for 6G
wireless communications. Aiming at combating the distance limitation problem with low …
wireless communications. Aiming at combating the distance limitation problem with low …
Millidegree-level direction-of-arrival estimation and tracking for terahertz ultra-massive MIMO systems
Terahertz (0.1-10 THz) wireless communications are expected to meet 100+ Gbps data rates
for 6G communications. Being able to combat the distance limitation with reduced hardware …
for 6G communications. Being able to combat the distance limitation with reduced hardware …
Deep learning-based channel estimation for wideband hybrid mmWave massive MIMO
Hybrid analog-digital (HAD) architecture is widely adopted in practical millimeter wave
(mmWave) massive multiple-input multiple-output (MIMO) systems to reduce hardware cost …
(mmWave) massive multiple-input multiple-output (MIMO) systems to reduce hardware cost …
Cognitive opportunistic navigation in private networks with 5G signals and beyond
A receiver architecture is proposed to cognitively extract navigation observables from fifth
generation (5G) new radio (NR) signals of opportunity. Unlike conventional opportunistic …
generation (5G) new radio (NR) signals of opportunity. Unlike conventional opportunistic …
Joint Doppler and azimuth DOA tracking for positioning with Iridium LEO satellites
A receiver capable of estimating the Doppler and azimuth direction-of-arrival (DOA) of
Iridium NEXT low Earth orbit (LEO) signals of opportunity (SOPs) is presented. The …
Iridium NEXT low Earth orbit (LEO) signals of opportunity (SOPs) is presented. The …