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 …

Autonomous Human and Animal Classification Using Synthetic 2D Tensor Data Based on Dual-Receiver mmWave Radar System

AR Darlis, N Ibrahim, A Subiantoro, F Yusivar… - IEEE …, 2023 - ieeexplore.ieee.org
Human and animal classification under the rubble is necessary to successfully rescue
survivors post-disaster, and interference from other animals is becoming an issue in …

Recent Advances in mmWave-Radar-Based Sensing, Its Applications, and Machine Learning Techniques: A Review

LR Cenkeramaddi - 2023 - uia.brage.unit.no
Human gesture detection, obstacle detection, collision avoidance, parking aids, automotive
driving, medical, meteorological, industrial, agriculture, defense, space, and other relevant …

Correlation Filter Based Extended Target Tracking Method in Noisy Environment for Through-wall Imaging Radar

Y Yao, H Li, S Guo, N Li - Proceedings of the 2022 5th International …, 2022 - dl.acm.org
Through-the-wall radar imaging provides the ability to observe through walls by means of
low frequency electromagnetic waves. However, through-wall imaging radar results contain …

An ISAMP-Based Sparse Channel Estimation Algorithm for Massive MIMO-OTFS System

X Han, Y Liu, J Wan, L Ma - 2023 IEEE 11th International …, 2023 - ieeexplore.ieee.org
In this paper, to improve the reliability and efficiency of transmission, we consider channel
estimation for massive multiple-input multiple-output (MIMO) systems combined with …

An Efficient Alignment Method for Scanning Data of 77GHz mmWave Imaging Radar

T Xu, C Hao, Q Guo, K Yin, T Hu… - 2022 IEEE 22nd …, 2022 - ieeexplore.ieee.org
Millimeter-wave (mmWave) imaging is becoming more necessary in security inspection as it
penetrates fabrics, leathers, and other materials and is harmless at appropriate power …

A closed-form solution for 3-D mm-Wave localization

D Lin, Q Qin, G Chen, G Wang - … International Conference on …, 2024 - spiedigitallibrary.org
Millimeter wave (mm-Wave) multiple-input-multiple-output systems have the unique
characteristics of high temporal resolution and high directivity, enabling very accurate …

A MMW Radar Indoor Mapping Method Based on Transfer Learning

P Tu, T He, Z Yang, Z Zhu - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
A millimeter-wave radar indoor mapping method based on Transfer Learning to generate
dense detection data as Lidar's output is proposed in this paper. This method uses the NN …

Research on heartbeat recognition of millimeter wave radar based on LSTM

Y Wang, B Jin - … on Signal Processing Systems (ICSPS 2023), 2024 - spiedigitallibrary.org
In order to solve the problem of poor concealment and easy forgery of traditional
authentication, and ensure good identification effect. We propose contactless authentication …

A Seat Occupancy Detection System Using Millimeter Wave Radar

J Wang, L Gao, X Yuan, L Liu - Proceedings of the 2022 5th International …, 2022 - dl.acm.org
This work propose a seat occupancy detection system using a millimeter wave radar and an
Frequency Modulated Continuous Wave (FMCW) modulation technique at the 77GHz ISM …