Deep learning-based indoor localization using multi-view BLE signal
In this paper, we present a novel Deep Neural Network-based indoor localization method
that estimates the position of a Bluetooth Low Energy (BLE) transmitter (tag) by using the …
that estimates the position of a Bluetooth Low Energy (BLE) transmitter (tag) by using the …
A method of indoor positioning by signal fitting and PDDA algorithm using BLE AOA device
H Ye, B Yang, Z Long, C Dai - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Though Global Navigation Satellite System (GNSS) has been pretty mature and widely used
in our daily life, the positioning of the indoor environment cannot be realized due to the …
in our daily life, the positioning of the indoor environment cannot be realized due to the …
A high precision indoor positioning system of BLE AOA based on ISSS algorithm
Q Wan, T Wu, K Zhang, X Liu, K Cheng, J Liu, J Zhu - Measurement, 2024 - Elsevier
This paper investigates the Bluetooth direction finding technique and combines it with the
improved signal subtraction subspace (ISSS) algorithm for precise indoor positioning. First …
improved signal subtraction subspace (ISSS) algorithm for precise indoor positioning. First …
ToA positioning algorithm for TDoA system architecture
A Chugunov, N Petukhov… - 2020 International …, 2020 - ieeexplore.ieee.org
This paper is devoted to synthesis of algorithm of determining coordinates for navigation
systems with TDoA architecture and testing it positioning accuracy comparing with …
systems with TDoA architecture and testing it positioning accuracy comparing with …
A Comprehensive Review: Advances in MIMO Antenna for IOT Application
Due to enhanced data rates and channel capacity, the Multiple-Input Multiple-Output (MIMO)
antennas are mainly utilized for advanced IoT applications. The recent research carried out …
antennas are mainly utilized for advanced IoT applications. The recent research carried out …
Bluetooth direction finding using recurrent neural network
Multipath propagation in an indoor environment has a detrimental impact on the
performance of Angle of Arrival (AoA) estimation methods due to the existence of obstacles …
performance of Angle of Arrival (AoA) estimation methods due to the existence of obstacles …
A novel antenna system for direction finding applications using BLE 5.1 technology
I Gouzouasis, S Papaharalabos… - 2023 17th European …, 2023 - ieeexplore.ieee.org
In this paper, a novel antenna system is presented for direction finding applications. The
system can estimate the angle of arrival (AoA) of a Bluetooth low energy tag by an …
system can estimate the angle of arrival (AoA) of a Bluetooth low energy tag by an …
AOA-based three-dimensional multi-target localization in industrial WSNs for LOS conditions
High-precision and fast relative positioning of a large number of mobile sensor nodes
(MSNs) is crucial for smart industrial wireless sensor networks (SIWSNs). However …
(MSNs) is crucial for smart industrial wireless sensor networks (SIWSNs). However …
[HTML][HTML] On the Generalization of Deep Learning Models for AoA Estimation in Bluetooth Indoor Scenarios
Indoor positioning remains as one of the major challenges of the Internet of Things (IoT),
where assets are usually deployed over environments where the Global Navigation Satellite …
where assets are usually deployed over environments where the Global Navigation Satellite …
The impact of the covariance matrix sampling on the angle of arrival estimation accuracy
Several works show that the linear Angle of Arrival (AoA) methods such as Projection Matrix
(PM) have low computational complexity compared to the subspace methods. Although the …
(PM) have low computational complexity compared to the subspace methods. Although the …