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- research-articleJuly 2024
Coalition Formation-Based Sub-Channel Allocation in Full-Duplex-Enabled mmWave IABN With D2D
IEEE/ACM Transactions on Networking (TON), Volume 32, Issue 5Pages 4503–4518https://doi.org/10.1109/TNET.2024.3423775One of the key techniques for future wireless network is full-duplex-enabled millimeter wave integrated access and backhaul network underlaying device-to-device communication, which is a 3GPP-inspired comprehensive paradigm for higher spectral efficiency ...
- research-articleDecember 2023
Non-contact Monitoring of Fatigue Driving Using FMCW Millimeter Wave Radar
ACM Transactions on Internet of Things (TIOT), Volume 5, Issue 1Article No.: 3, Pages 1–18https://doi.org/10.1145/3614442Fatigue driving is the leading cause of severe traffic accidents, which is considered as an important point of the research. Although a precise definition of fatigue is lacking, it is possible to detect the physiological characteristics of the human body ...
- ArticleNovember 2022
UltrasonicG: Highly Robust Gesture Recognition on Ultrasonic Devices
Wireless Algorithms, Systems, and ApplicationsPages 267–278https://doi.org/10.1007/978-3-031-19214-2_22AbstractIn the current critical situation of novel coronavirus, the use of contactless gesture recognition method can reduce human contact and decrease the probability of virus transmission. In this context, ultrasound-based sensing has been widely ...
- ArticleNovember 2022
Wi-KF: A Rehabilitation Motion Recognition in Commercial Wireless Devices
Wireless Algorithms, Systems, and ApplicationsPages 216–228https://doi.org/10.1007/978-3-031-19208-1_19AbstractWireless sensing is increasingly used in the field of medical rehabilitation because of its advantages of low cost, non-contact and wide coverage. In the rehabilitation of patients, the recovery after upper limb injury is greatly significant. ...
- short-paperFebruary 2023
RMVS: Remote Monitoring of Vital Signs with mm-Wave Radar
MORSE '22: Proceedings of the 1st ACM Workshop on AI Empowered Mobile and Wireless SensingPages 1–6https://doi.org/10.1145/3556558.3558578Indoor vital signs monitoring is beneficial for people's healthy life. However, the monitoring distance limits most existing mm-wave radar-based vital signs monitoring methods. Enhancing and analyzing the echo signal helps to improve the monitoring ...
- research-articleJanuary 2022
Wi-Exercise: An Indoor Human Movement Detection Method Based on Bidirectional LSTM Attention
Human motion recognition has become a hot topic in the field of human-computer interaction. Due to the traditional method of detecting human movement in indoor environments, there are still problems such as high hardware costs, influenced by the ...
- research-articleJanuary 2022
Air-CSL: Chinese Sign Language Recognition Based on the Commercial WiFi Devices
Artificial intelligence and Internet of Things (IoT) devices are experiencing explosive growth. Currently, the commonly used gesture recognition methods are difficult to deploy and expensive, so this paper uses the Channel State Information (CSI) for ...
- research-articleDecember 2021
QoTa-MPR: QoS-oriented and traffic-aware multi-path routing protocol for internet of remote things
Telecommunications Systems (TESY), Volume 78, Issue 4Pages 515–530https://doi.org/10.1007/s11235-021-00828-4AbstractInternet of Remote Things (IoRT) is widely used in both military and civilian applications. However, due to the unique characteristics, which is characterized as long-distance and high-latency, the design of the routing protocol is a great ...
- research-articleJanuary 2020
Air Gesture Recognition Using WLAN Physical Layer Information
In recent years, the researchers have witnessed the important role of air gesture recognition in human-computer interactive (HCI), smart home, and virtual reality (VR). The traditional air gesture recognition method mainly depends on external equipment (...
- ArticleNovember 2018
A Recognition Method of the Similarity Character for Uchen Script Tibetan Historical Document Based on DNN
AbstractIn order to improve the similarity character recognition of Tibetan historical document, this paper applied the Depth Neural Network (DNN) to similar characters recognition of Tibetan historical document, and proposed a recognition method of the ...
- research-articleMay 2017
Supervised learning in multilayer spiking neural networks with inner products of spike trains
Recent advances in neurosciences have revealed that neural information in the brain is encoded through precisely timed spike trains, not only through the neural firing rate. This paper presents a new supervised, multi-spike learning algorithm for ...