SymNetPro: LOS-Aware Directional Multi-Transmitter Localization from Sparse Radio Observations

arXiv:2609.33964 · cs.IT, cs.CV, math.IT · Submitted 2026-09-27 · Read on arXiv

cs.IT, cs.CV, math.IT

Submitted: 2026-09-27

Updated: 2026-10-06

Terminology

• Robustness — 7× in this paper · explained in 5 episodes
• Ablation — 4× in this paper · explained in 1 episode
• Accuracy — 3× in this paper · explained in 1 episode
• Failure Modes — 3× in this paper · explained in 3 episodes
• Inverse Problem — 3× in this paper · explained in 2 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Ablation study — 2× in this paper · explained in 1 episode
• Adam — 2× in this paper · explained in 2 episodes
• Adaptation — 2× in this paper · explained in 1 episode
• Graph Construction — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Computational overhead — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Generative Modeling — 1× in this paper · explained in 3 episodes
• Persistent Homology — 1× in this paper · explained in 3 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

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