Indoor localization using data augmentation via selective generative adversarial networks
Several location-based services require accurate location information in indoor
environments. Recently, it has been shown that deep neural network (DNN) based received …
environments. Recently, it has been shown that deep neural network (DNN) based received …
MobileNet and knowledge distillation-based automatic scenario recognition method in vehicle-to-vehicle systems
Automatic scenario recognition (ASR) based on channel status information (CSI) is an
important auxiliary technology for various wireless communication systems, especially …
important auxiliary technology for various wireless communication systems, especially …
GRIDLoc: A Gradient Blending and Deep Learning based Localization Approach Combining RSS and CSI
Q Dai, B Qian, GO Boateng, X Guo… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Received Signal Strength (RSS) and Channel State Information (CSI) are two commonly
used fingerprints in fingerprint-based localization systems. Combining RSS and CSI has the …
used fingerprints in fingerprint-based localization systems. Combining RSS and CSI has the …
Indoor localization under limited measurements: A cross-environment joint semi-supervised and transfer learning approach
The development of highly accurate deep learning methods for indoor localization is often
hindered by the unavailability of sufficient data measurements in the desired environment to …
hindered by the unavailability of sufficient data measurements in the desired environment to …
A survey of machine learning in pedestrian localization systems: Applications, open issues and challenges
With the popularization of machine learning (ML) techniques and the increased chipset's
performance, the application of ML to pedestrian localization systems has received …
performance, the application of ML to pedestrian localization systems has received …
A CSI-based indoor positioning system using single UWB ranging correction
K Long, DF Nsalo Kong, K Zhang, C Tian, C Shen - Sensors, 2021 - mdpi.com
A fingerprint-based localization system is an economic way to solve an indoor positioning
problem. However, the traditional off-line fingerprint collection stage is a time-consuming …
problem. However, the traditional off-line fingerprint collection stage is a time-consuming …
VLC localization: deep learning models by Kalman filter algorithm combined with RSS
In this paper, a new framework is presented for indoor visible light communication (VLC)
system, based on Yolo v3, EfficientNetB3, and DenseNet121 deep learning (DL) models, as …
system, based on Yolo v3, EfficientNetB3, and DenseNet121 deep learning (DL) models, as …
Spatial-temporal traceability for cyber-physical industry 4.0 systems
The COVID-19 outbreak has posed significant challenges to end-to-end global supply chain
visibility and transparency, with city lockdowns, factory shutdowns, flight cancellations, cross …
visibility and transparency, with city lockdowns, factory shutdowns, flight cancellations, cross …
[PDF][PDF] A cascaded machine learning approach for indoor classification and localization using adaptive feature selection
Sensor-based indoor tracking and positioning [1–8] facilitate evolving Internet-of-Things
(IoT) applications [9–16], and their performance is significantly enhanced by identifying the …
(IoT) applications [9–16], and their performance is significantly enhanced by identifying the …
Children tracking system based on zigbee wireless network and neural network
The safety of children is one of the fundamental concerns of parents. Recently, child
kidnapping has increased by a large percentage, some children have been found, and …
kidnapping has increased by a large percentage, some children have been found, and …