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UAV-Based Efficient Joint Estimation of Directional Emitter Position and Transmission Orientation
Journal article   Peer reviewed

UAV-Based Efficient Joint Estimation of Directional Emitter Position and Transmission Orientation

Tianchen Ruan, Yang Huang, Longyu Zhou, Qihui Wu and Tony Q. S. Quek
IEEE wireless communications letters, Vol.14(2), pp.559-563
01/02/2025

Abstract

Accuracy AOA Autonomous aerial vehicles directional emitter Heuristic algorithms IRLS Location awareness Maximum likelihood estimation Noise measurement Position measurement Radio frequency RSS Vectors Weight measurement Wireless signal localization
This letter addresses the problem of unmanned aerial vehicles (UAVs)-based localization for a directional emitter with unknown position and transmission orientation. We propose an efficient three-step alternating estimator with iteratively reweighted least square (TA-IRLS). Based on linearized measurement models, the initial estimation of emitter position and orientation are obtained using low-complexity least squares (LS) approaches. To further enhance localization accuracy, IRLS is employed to refine measurement weights based on estimation residuals. Numerical results validate the superiority of the proposed TA-IRLS in terms of both localization efficiency and accuracy.

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