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 …

Pentagram Arrays: A New Paradigm for DOA Estimation of Wideband Sources Based on Triangular Geometry

M Khalafalla, K Jiang, K Tian, H Feng, Y Xiong, B Tang - Remote Sensing, 2024 - mdpi.com
Antenna arrays are used for signal processing in sonar and radar direction of arrival (DOA)
estimation. The well-known array geometries used in DOA estimation are uniform linear …

[HTML][HTML] On the Generalization of Deep Learning Models for AoA Estimation in Bluetooth Indoor Scenarios

I Pisa, G Boquet, X Vilajosana, B Martinez - Internet of Things, 2024 - Elsevier
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 …

The impact of the covariance matrix sampling on the angle of arrival estimation accuracy

MAG Al-Sadoon, RA Abd-Alhameed, NJ McEwan - Inventions, 2019 - mdpi.com
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 …

Improving AOA Accuracy in BLE-based Localization with a Hierarchical Estimation Framework and Phase Correction Mechanism

Y Yuan, C Liu, L Zhou, Z Xu, Z Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT) technology, location-based
services (LBSs) are gaining significant attention for their potential applications. Among the …

Uniform sampling methodology to construct projection matrices for Angle-of-Arrival estimation applications

MAG Al-Sadoon, M de Ree, RA Abd-Alhameed… - Electronics, 2019 - mdpi.com
This manuscript firstly proposes a reduced size, low-complexity Angle of Arrival (AoA)
approach, called Reduced Uniform Projection Matrix (RUPM). The RUPM method applies a …

The selected samples effect on the projection matrix to estimate the direction of arrival

MAG Al-Sadoon, BM Al-Nedawe… - 2019 UK/China …, 2019 - ieeexplore.ieee.org
The way and size of matrix sampling have significant effects on the obtained eigen/singular
values and the corresponding eigen/singular vectors of the sample matrix. Thus, this work …

Construction of projection matrices based on non-uniform sampling distribution for AoA estimation

MAG Al-Sadoon, MF Mosleh, NT Ali, HS Migdadi… - IEEE …, 2020 - ieeexplore.ieee.org
A Non-Uniform Sampling (NUS) methodology is presented, which improves the Angle of
Arrival (AoA) estimation accuracy. The proposed sampling methodology is applied to extract …

Direction Finding and Beamforming Techniques using Antenna Array for Wireless System Applications

MAG Al-Sadoon - 2019 - bradscholars.brad.ac.uk
This thesis is concentrated on the Angle/Direction of Arrival (A/DOA) estimation and
Beamforming techniques that can be used in the current and future engineering applications …

[PDF][PDF] Investigation the Impact of the Elements Position Error within the Antenna Array on the AOA Estimation Accuracy

M Al-Sadoon, M Bin-Melha, AK Zweid, A Asharaa… - researchgate.net
As the antenna array is the first stage used in the direction-finding systems, then any error in
the position of such sensor array will affect the whole system performance. To this end, this …