People counting using IR-UWB radar sensor in a wide area

JH Choi, JE Kim, KT Kim - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
people counting in both wide and small ROIs is presented in this study. The proposed technique
incorporates modified CLEAN-based features in the range … the people counting system …

CNN-based regional people counting algorithm exploiting multi-scale range-time maps with an IR-UWB radar

R Bao, Z Yang - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
IR-UWB radar and the corresponding signal model. Section III poses the challenges for the
counting task when using an IR-UWB radar, … detail the proposed people counting algorithm. …

[HTML][HTML] People counting using IR-UWB radar sensors and machine learning techniques

AJN Njanda, JEZ Gbadoubissa, E Radoi… - Systems and Soft …, 2024 - Elsevier
… since, depending on the coverage zone and its population density, the following issues may
areas, some signals reflected by humans are not detected in large areas where people are …

Real-time people counting using IR-UWB radar

K Hasan, M Pour Ebrahim, MR Yuce - … Conference on Body Area …, 2021 - Springer
… In this paper, a real-time people counting system using IR-UWB radar has been proposed.
Compared to conventional people counting technologies, which are predominantly camera …

CNN-Based Children Counting in Real-World Using Multiple IR-UWB Radars

A Park, K Ryoo, S Lee, S Park, W Lee… - 2024 IEEE Radar …, 2024 - ieeexplore.ieee.org
… In Section II, We introduce the field of people counting using IR-UWB radar, and notably, it
… TABLE V: The confusion matrix for clutter-reduction data reveals a broad range of errors in …

Convolutional neural network for people counting using UWB impulse radar

CT Pham, VS Luong, DK Nguyen… - Journal of …, 2021 - iopscience.iop.org
radar be a good candidate for the people counting system. Regarding to people counting
using UWB radar… number of people varied in a large range from 28.1% (8 people) to 100% (no …

Counting and localizing occupants using ir-uwb radar and machine learning

G Ji, C Lee, J Yun - Journal of the Korea Society of Computer and …, 2022 - koreascience.kr
Localization systems can be used with various circumstances like measuring population
movement and rescue technology, even in security technology (like infiltration detection system)…

Deep learning approach for radar-based people counting

JH Choi, JE Kim, KT Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… pipelines for raw IR-UWB radar signals to transform them into a … Zhang, “Dense people
counting using IR-UWB radar with a … “People counting using IR-UWB radar sensor in a wide area,…

Study on the detection method of the number of people passing through the wall based on IR-UWB

K Wang, Y Guan, D Luo - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
IR-UWB radar. The through wall detection system sends IR-UWB signal to the detection
area, which can penetrate the wall and radiate to the detection area behind the wall. When trans…

Accurate people counting based on radar: Deep learning approach

JH Choi, JE Kim, NH Jeong, KT Kim… - 2020 IEEE Radar …, 2020 - ieeexplore.ieee.org
… Therefore, we developed preprocessing pipelines for the IRUWB radar signals based on
the domain knowledge of the algorithm. Following the aforementioned discussions, the …