A Survey of Machine Learning Techniques for Signal Source Localization and Emitter Tracking
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3629818
Abstract: Signal source localization and emitter tracking constitute fundamental functions in communication systems, autonomous navigation, surveillance, and electronic warfare. Conventional approaches based on geometric modeling, including time difference of arrival (TDoA), angle of arrival (AoA), and… read more here.
Keywords: signal source; emitter tracking; source localization; localization emitter ... See more keywords
Towards Fast and Accurate 3D Direct Emitter Tracking via Laplace Approximation
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2023.3302952
Abstract: In this article, the location and velocity of an emitter are estimated through spatially distributed receivers based on delay and Doppler-shift induced signal waveforms. In the context of Bayesian filtering, the main challenge in direct… read more here.
Keywords: emitter tracking; laplace approximation; direct emitter; emitter ... See more keywords