vix.ing · top · new · best · stats · spec

Fusion of Time and Angle Measurements for Digital-Twin-Aided Probabilistic 3D Positioning

2024/10/20 by Vincent Corlay, Corlay, Vincent, Viet-Hoa Nguyen +3
Computer Science · Engineering · #Advanced Measurement and Metrology Techniques #FOS: Electrical engineering #Inertial Sensor and Navigation #Sensor Technology and Measurement Systems #Signal Processing (eess.SP) #electronic engineering #information engineering

paper · pdf · doi:10.48550/arxiv.2410.15237

openalex publication_date 2024/10/20 · openalex created_date 2024/11/06 · openalex updated_date 2026/07/28

Abstract

Previous studies explained how the 2D positioning problem in indoor non line-of-sight environments can be addressed using ray tracing with noisy angle of arrival (AoA) measurements. In this work, we generalize these results on two aspects. First, we outline how to adapt the proposed methods to address the 3D positioning problem. Second, we introduce efficient algorithms for data fusion, where propagation-time or relative propagation-time measurements (obtained via e.g., the time difference of arrival) are used in addition to AoA measurements. Simulation results are provided to illustrate the advantages of the approach.

Related