A survey and comparison of low-cost sensing technologies for road traffic monitoring

M Bernas, B Płaczek, W Korski, P Loska, J Smyła… - Sensors, 2018 - mdpi.com
This paper reviews low-cost vehicle and pedestrian detection methods and compares their
accuracy. The main goal of this survey is to summarize the progress achieved to date and to …

Device-free wireless sensing for human detection: The deep learning perspective

R Zhang, X Jing, S Wu, C Jiang, J Mu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Currently, developments in wireless sensing technologies have shown that wireless signals
can be employed to transmit information between wireless communication devices and are …

Detector based radio tomographic imaging

H Yiğitler, R Jäntti, O Kaltiokallio… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Received signal strength based radio tomographic imaging is a popular device-free indoor
localization method which reconstructs the spatial loss field of the environment using …

Respiration and activity detection based on passive radio sensing in home environments

Q Chen, Y Liu, B Tan, K Woodbridge, K Chetty - IEEE Access, 2020 - ieeexplore.ieee.org
The pervasive deployment of connected devices in modern society has significantly
changed the nature of the wireless landscape, especially in the license free industrial …

A smart building resource prediction, navigation and management system supported by radio tomography and computational intelligence

M Styła, P Adamkiewicz, T Cieplak, S Skowron… - Energies, 2021 - mdpi.com
This article presents research results on a smart building prediction, navigation and asset
management system. The main goal of this work was to combine all comfort subsystems …

Occupancy estimation using nonparametric online change-point detection, and apparatuses, systems, and software for same

S Bermudez, Y Li, M Abdelhakim - US Patent 10,605,905, 2020 - Google Patents
Systems, methods, and software for determining whether or not a monitored space is
occupied by one or more humans and/or animals. In some embodiments, one or more radio …

WITM: Intelligent traffic monitoring using fine-grained wireless signal

C Chen, K Ota, M Dong, C Yu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the rapid development of the traffic volume, intelligent traffic monitoring technologies
have attracted more and more attention, which can support a broad range of applications …

Reaching the next level of indoor human presence detection: An rf based solution

B Mrazovac, BM Todorović, MZ Bjelica… - … in Modern Satellite …, 2013 - ieeexplore.ieee.org
The presence of a human in the vicinity of radio transceivers results in radio signal strength
variations at the receiver's input. Therefore, human presence in an indoor environment can …

Principal component analysis of CSI for the robust wireless detection of passive targets

F Viani, A Polo, E Giarola, M Salucci… - 2017 International …, 2017 - ieeexplore.ieee.org
Recent standards for wireless networks introduced spatial and frequency diversity to
improve the quality and the bandwidth of the wireless communications. The arising channel …

Human presence detection with thermal sensor using multilayer perceptron algorithm

L Puurunen, J Chaudhary, R Kanth… - 2021 IEEE 7th World …, 2021 - ieeexplore.ieee.org
The thermal sensor employing MEMS technology has enabled high accuracy, smaller
footprint, low-noise, compact size, and contactless measurement in many embedded …