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Transfer learning approach for human activity recognition based on continuous wavelet transform
Over the last few years, human activity recognition (HAR) has drawn increasing interest from
the scientific community. This attention is mainly attributable to the proliferation of wearable …
the scientific community. This attention is mainly attributable to the proliferation of wearable …
Machine Learning-Based Direct Source Localization for Passive Movement-Driven Virtual Large Array
This paper introduces a novel smartphone-enabled localization technology for ambient
Internet of Things (IoT) devices, leveraging the widespread use of smartphones. By utilizing …
Internet of Things (IoT) devices, leveraging the widespread use of smartphones. By utilizing …
M2-Net: Multi-Task Learning-Based Multi-Band Signal Recognition Network
Traditional signal recognition requires the design of multiple different deep neural networks
to handle different signal recognition tasks, which not only fails to take into account the …
to handle different signal recognition tasks, which not only fails to take into account the …
Regularized Multi-Label Learning Empowered Joint Activity Recognition and Indoor Localization With CSI Fingerprints
Contactless Wi-Fi sensing, using channel state information (CSI) fingerprints, plays a pivotal
role in communication, smart healthcare, and industrial automation. Deep learning has …
role in communication, smart healthcare, and industrial automation. Deep learning has …
Proactive Crowdsourced Monitoring and Sensing With Expansible Activity Recognition Based on Internet of Things Localization
LW Chen, CW Liao, JX Liu - IEEE Internet of Things Journal, 2025 - ieeexplore.ieee.org
This paper proposes a Proactive Crowdsourced Monitoring and Sensing (PCMS) framework
with the designed Smart iBeacon device to accurately recognize the activities of an …
with the designed Smart iBeacon device to accurately recognize the activities of an …
[HTML][HTML] PA Scheme: A Robust and Lightweight Wi-Fi Device Identification Approach for Enhancing Industrial Security
Z Xu, Q Lu, F Chen, H Zhang, H **an - Electronics, 2025 - mdpi.com
The increasing dependence on Wi-Fi for device-to-device communication in industrial
environments has introduced significant security and privacy challenges. In such wireless …
environments has introduced significant security and privacy challenges. In such wireless …
Ứng dụng mạng neural nhân tạo–mô hình DenseNet trong dự đoán đặc tính điện tử của vật liệu
In this study, we present a workflow for data-driven materials science discovery using a
machine learning (ML) algorithm-an artificial neural network (ANN). The focus is on …
machine learning (ML) algorithm-an artificial neural network (ANN). The focus is on …