Detection and localization of targets using millimeter wave radars: An experimental study

A Dixit, J Sathyamurthy, S Rao… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
Millimeter wave radars are used in advanced driver assistance systems for detection of
targets and estimation of target parameters such as range, velocity and angle of arrival …

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 …

mm-wave radar based gesture recognition: Development and evaluation of a low-power, low-complexity system

A Patra, P Geuer, A Munari, P Mähönen - … of the 2nd ACM Workshop on …, 2018 - dl.acm.org
Gesture recognition is gaining attention as an attractive feature for the development of
ubiquitous, context-aware, IoT applications. Use of radars as a primary or secondary system …

Differentiable Radio Frequency Ray Tracing for Millimeter-Wave Sensing

X Chen, X Zhang, Q Xia, X Fang, CX Lu, Z Li - arXiv preprint arXiv …, 2023 - arxiv.org
Millimeter wave (mmWave) sensing is an emerging technology with applications in 3D
object characterization and environment mapping. However, realizing precise 3D …

mSense: Towards mobile material sensing with a single millimeter-wave radio

C Wu, F Zhang, B Wang, KJR Liu - … of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
Target material sensing in ubiquitous contexts plays an important role in various
applications. Recently, a few wireless sensing systems have been proposed for material …

[图书][B] Methods and techniques in deep learning: advancements in Mmwave Radar solutions

A Santra, S Hazra, L Servadei, T Stadelmayer… - 2022 - books.google.com
Methods and Techniques in Deep Learning Introduces multiple state-of-the-art deep
learning architectures for mmWave radar in a variety of advanced applications Methods and …

Deep learning-based link configuration for radar-aided multiuser mmWave vehicle-to-infrastructure communication

A Graff, Y Chen, N González-Prelcic… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Configuring millimeter wave links following a conventional beam training protocol, as the
one proposed in the current cellular standard, introduces a large communication overhead …

Side-lobe can know more: Towards simultaneous communication and sensing for mmWave

Q Yang, H Wu, Q Huang, J Zhang, H Chen… - Proceedings of the …, 2023 - dl.acm.org
Thanks to the wide bandwidth, large antenna array, and short wavelength, millimeter wave
(mmWave) has superior performance in both communication and sensing. Thus, the …

Millimeter-wave vehicular communication to support massive automotive sensing

J Choi, V Va, N Gonzalez-Prelcic… - IEEE …, 2016 - ieeexplore.ieee.org
As driving becomes more automated, vehicles are being equipped with more sensors
generating even higher data rates. Radars are used for object detection, visual cameras as …

Who is in control? practical physical layer attack and defense for mmwave-based sensing in autonomous vehicles

Z Sun, S Balakrishnan, L Su, A Bhuyan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With the wide bandwidths in millimeter wave (mmWave) frequency band that results in
unprecedented accuracy, mmWave sensing has become vital for many applications …