Recent advances in mmWave-radar-based sensing, its applications, and machine learning techniques: A review

A Soumya, C Krishna Mohan, LR Cenkeramaddi - Sensors, 2023 - mdpi.com
Human gesture detection, obstacle detection, collision avoidance, parking aids, automotive
driving, medical, meteorological, industrial, agriculture, defense, space, and other relevant …

MMW radar-based technologies in autonomous driving: A review

T Zhou, M Yang, K Jiang, H Wong, D Yang - Sensors, 2020 - mdpi.com
With the rapid development of automated vehicles (AVs), more and more demands are
proposed towards environmental perception. Among the commonly used sensors, MMW …

Object classification technique for mmWave FMCW radars using range-FFT features

J Bhatia, A Dayal, A Jha… - 2021 International …, 2021 - ieeexplore.ieee.org
In this article, we present a novel target classification technique by mmWave frequency
modulated continuous wave (FMCW) Radars using the Machine Learning on raw data …

Experiments with mmwave automotive radar test-bed

X Gao, G Xing, S Roy, H Liu - 2019 53rd Asilomar conference …, 2019 - ieeexplore.ieee.org
Millimeter-wave (mmW) radars are being increasingly integrated in commercial vehicles to
support new Adaptive Driver Assisted Systems (ADAS) for its ability to provide high accuracy …

[PDF][PDF] Introduction to mmWave sensing: FMCW radars

S Rao - Texas Instruments (TI) mmWave Training Series, 2017 - e2e.ti.com
• The top figure shows the TX-signal and the RX-signal that is reflected from an object. Note
that the RX-signal is just a delayed version of the TX signal.(τ denotes the round-trip time …

Scattering centers to point clouds: A review of mmWave radars for non-radar-engineers

HD Mafukidze, AK Mishra, J Pidanic… - IEEE Access, 2022 - ieeexplore.ieee.org
Recently, mmWave radars have been gaining popularity, thanks to their low cost, ease of
use and high-resolution sensing. In this paper, we provide a review of the mmWave radar …

High precision human detection and tracking using millimeter-wave radars

H Cui, N Dahnoun - IEEE Aerospace and Electronic Systems …, 2021 - ieeexplore.ieee.org
Millimeter-wave (mmWave) radar, as an emerging technique, is increasing in popularity for
human activity recognition. In contrast to traditional sensors and radars, mmWave radars …

Classification of targets using statistical features from range fft of mmwave fmcw radars

J Bhatia, A Dayal, A Jha, SK Vishvakarma, S Joshi… - Electronics, 2021 - mdpi.com
Radars with mmWave frequency modulated continuous wave (FMCW) technology
accurately estimate the range and velocity of targets in their field of view (FoV). The targeted …

Pantomime: Mid-air gesture recognition with sparse millimeter-wave radar point clouds

S Palipana, D Salami, LA Leiva, S Sigg - Proceedings of the ACM on …, 2021 - dl.acm.org
We introduce Pantomime, a novel mid-air gesture recognition system exploiting spatio-
temporal properties of millimeter-wave radio frequency (RF) signals. Pantomime is …

4d millimeter-wave radar in autonomous driving: A survey

Z Han, J Wang, Z Xu, S Yang, L He, S Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
The 4D millimeter-wave (mmWave) radar, proficient in measuring the range, azimuth,
elevation, and velocity of targets, has attracted considerable interest within the autonomous …