Millimeter wave V2V beam tracking using radar: Algorithms and real-world demonstration
Utilizing radar sensing for assisting communication has attracted increasing interest thanks
to its potential in dynamic environments. A particularly interesting problem for this approach …
to its potential in dynamic environments. A particularly interesting problem for this approach …
Vehicle Cameras Guide mm Wave Beams: Approach and Real-World V2V Demonstration
Accurately aligning millimeter-wave (mm Wave) and terahertz (THz) narrow beams is
essential to satisfy reliability and high data rates of 5G and beyond wireless communication …
essential to satisfy reliability and high data rates of 5G and beyond wireless communication …
Towards robustness: Machine learning for mmWave V2X with situational awareness
Y Wang, M Narasimha… - 2018 52nd Asilomar …, 2018 - ieeexplore.ieee.org
High mobility poses challenges to millimeter wave (mmWave) vehicular beam tracking. In
this paper, we propose to recommend a set of candidate beam pairs using machine learning …
this paper, we propose to recommend a set of candidate beam pairs using machine learning …
Millimeter wave V2I beam-training using base-station mounted radar
A Ali, N González-Prelcic… - 2019 IEEE Radar …, 2019 - ieeexplore.ieee.org
Reducing the beam-training overhead is a major challenge in realizing millimeter wave
(mmWave) V2I communication systems. In this work, we use location of the vehicle to reduce …
(mmWave) V2I communication systems. In this work, we use location of the vehicle to reduce …
LiDAR aided future beam prediction in real-world millimeter wave V2I communications
This letter presents the first large-scale real-world evaluation for using LiDAR data to guide
the mmWave beam prediction task. A machine learning (ML) model that leverages LiDAR …
the mmWave beam prediction task. A machine learning (ML) model that leverages LiDAR …
Characterizing Real-time Radar-assisted Beamforming in mmWave V2V Links
Millimeter-wave (mmWave) communication is poised to significantly enhance vehicle-to-
vehicle (V2V) networks by facilitating real-time data transmission between vehicles at …
vehicle (V2V) networks by facilitating real-time data transmission between vehicles at …
Measuring radar and communication congruence at millimeter wave frequencies
Millimeter wave (mmWave) communication enables high-rate vehicle-to-infrastructure (V2I)
communications by using larger bandwidths, but configuring mmWave links requires …
communications by using larger bandwidths, but configuring mmWave links requires …
Computer vision aided beam tracking in a real-world millimeter wave deployment
S Jiang, A Alkhateeb - 2022 IEEE Globecom Workshops (GC …, 2022 - ieeexplore.ieee.org
Millimeter-wave (mmWave) and terahertz (THz) communications require beamforming to
acquire adequate receive signal-to-noise ratio (SNR). To find the optimal beam, current …
acquire adequate receive signal-to-noise ratio (SNR). To find the optimal beam, current …
Kalman-filter-based tracking of millimeter-wave channel parameters for V2X applications
The spectrum of millimeter waves, when properly exploited, represents an important asset
for achieving the high data rates and low latencies required by applications in vehicular …
for achieving the high data rates and low latencies required by applications in vehicular …
Experimental 5G mmWave beam tracking testbed for evaluation of vehicular communications
K Heimann, J Tiemann, D Yolchyan… - 2019 IEEE 2nd 5G …, 2019 - ieeexplore.ieee.org
Upcoming 5G technology has a great potential to enhance cellular networks especially in
the field of vehicular communications. Utilizing millimeter wave (mmWave) spectrum benefits …
the field of vehicular communications. Utilizing millimeter wave (mmWave) spectrum benefits …