Transforming large-size to lightweight deep neural networks for IoT applications
Deep Neural Networks (DNNs) have gained unprecedented popularity due to their high-
order performance and automated feature extraction capability. This has encouraged …
order performance and automated feature extraction capability. This has encouraged …
The LOS/NLOS classification method based on deep learning for the UWB localization system in coal mines
Y Zhao, M Wang - Applied Sciences, 2022 - mdpi.com
A localization system is one of the basic requirements for coal mines. Ultra-wideband
(UWB), as a technology with broad application prospects, is considered to have great …
(UWB), as a technology with broad application prospects, is considered to have great …
Robust localization of key fob using channel impulse response of ultra wide band sensors for keyless entry systems
Using neural networks for localization of key fob within and surrounding a car as a security
feature for keyless entry is fast emerging. In this paper we study: 1) the performance of pre …
feature for keyless entry is fast emerging. In this paper we study: 1) the performance of pre …
Position tracking using likelihood modeling of channel features with Gaussian processes
Recent localization frameworks exploit spatial information of complex channel
measurements (CMs) to estimate accurate positions even in multipath propagation …
measurements (CMs) to estimate accurate positions even in multipath propagation …
Ubiquitous Indoor Fine-Grained Positioning and Tracking: A Channel Response Perspective
The future of location-aided applications is shaped by the ubiquity of Internet-of-Things
devices. As an increasing amount of commercial off-the-shelf radio devices support channel …
devices. As an increasing amount of commercial off-the-shelf radio devices support channel …
Data-driven Wireless Positioning
Radio-based indoor localization is a crucial enabler for various tasks like robot navigation or
quality assurance in industrial assembly. However, especially industrial environments often …
quality assurance in industrial assembly. However, especially industrial environments often …
From Compression of Wearable-based Data to Effortless Indoor Positioning
L Klus - 2023 - trepo.tuni.fi
In recent years, wearable devices have become ever-present in modern society. They are
typically defined as small, battery-restricted devices, worn on, in, or in very close proximity to …
typically defined as small, battery-restricted devices, worn on, in, or in very close proximity to …