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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Sep 202019922001200920172026
2 results for “RATR”
Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approacheess.SP

Bayesian fusion improves radar target recognition for UAVs.

problem Improving radar target recognition for UAVs using multistatic radar configurations.
method Proposes a fully Bayesian RATR framework using Optimal Bayesian Fusion (OBF) to aggregate classification probability vectors from multiple radars.
result Empirical results show that the OBF method significantly enhances classification accuracy compared to other fusion methods and single radar configurations.
RATRUAVsMultistatic RadarBayesian FusionOptimal Bayesian Fusion
2024-02-28abs ↗pdf ↗
Variational Temporal Deep Generative Model for Radar HRRP Target Recognitionstat.ML

Develops a deep generative model for radar target recognition using HRRP data.

problem Automatic target recognition in radar systems using high-resolution range profiles.
method Recurrent gamma belief network (rGBN) with hybrid stochastic-gradient MCMC and variational inference.
result Efficient and accurate classification with interpretable latent structure.
RadarHRRPTarget RecognitionDeep Generative ModelsVariational Inference
2020-09-28abs ↗pdf ↗