Author

Jukka Talvitie

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Preprint Sep 2026

POPT: Physics-Informed Deep Learning for Phase-Only Positioning in Distributed MIMO

This article develops a physics-informed deep learning framework for single-snapshot 3D phase-only positioning in narrowband phase-coherent distributed multiple-input multiple-output (D-MIMO) networks under two-ray propagation. Unlike prior phase-coherent D-MIMO localization methods that largely assume line-of-sight (L...

Fatih Ayten, O. Kaltiokallio, Jukka Talvitie et al. · 0 citations