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 …

Real-time human detection using deep learning on embedded platforms: A review

W Rahmaniar, A Hernawan - Journal of Robotics and Control …, 2021 - journal.umy.ac.id
The detection of an object such as a human is very important for image understanding in the
field of computer vision. Human detection in images can provide essential information for a …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

Device-free wireless sensing: Challenges, opportunities, and applications

J Wang, Q Gao, M Pan, Y Fang - IEEE network, 2018 - ieeexplore.ieee.org
Recent developments on DFWS have shown that wireless signals can be utilized not only as
a communication medium to transmit data, but also as an enabling tool for realizing non …

Learning to sense: Deep learning for wireless sensing with less training efforts

J Wang, Q Gao, X Ma, Y Zhao… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Wireless sensing is an emerging technique which empowers wireless devices with
additional sensing ability, that is, the ability to sense the target location, activity, gesture, vital …

Device-free wireless localization and activity recognition: A deep learning approach

J Wang, X Zhang, Q Gao, H Yue… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Device-free wireless localization and activity recognition (DFLAR) is a new technique, which
could estimate the location and activity of a target by analyzing its shadowing effect on …

Real-time human detection and gesture recognition for on-board UAV rescue

C Liu, T Szirányi - Sensors, 2021 - mdpi.com
Unmanned aerial vehicles (UAVs) play an important role in numerous technical and
scientific fields, especially in wilderness rescue. This paper carries out work on real-time …

Object recognition and detection with deep learning for autonomous driving applications

A Uçar, Y Demir, C Güzeliş - Simulation, 2017 - journals.sagepub.com
Autonomous driving requires reliable and accurate detection and recognition of surrounding
objects in real drivable environments. Although different object detection algorithms have …

R-TTWD: Robust device-free through-the-wall detection of moving human with WiFi

H Zhu, F Xiao, L Sun, R Wang… - IEEE Journal on selected …, 2017 - ieeexplore.ieee.org
Due to rapid developments of smart devices and mobile applications, there is an urgent
need for a new human-in-the-loop architecture with better system efficiency and user …

WiFi vision: Sensing, recognition, and detection with commodity MIMO-OFDM WiFi

Y He, Y Chen, Y Hu, B Zeng - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Indoor human sensing, recognition, and detection, as key enablers of building smart
environments, such as smart home, smart retail, and smart museum, have gained …