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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.

168,878 papers · 148 categories

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2 results for “OSPA”

Spooky effect in optimal OSPA estimation and how GOSPA solves iteess.SP

Paper tackles spooky effect in OSPA estimation, showing GOSPA solves it.

problem Spooky effect in optimal estimation of multiple targets with OSPA metric.

method Introduces GOSPA metric (

\alpha=2

) to penalize false and missed targets.

result GOSPA avoids the spooky effect and optimally lowers target estimation errors.

OSPA GOSPA spooky effect multiple targets localisation error

2019-08-23abs ↗pdf ↗

Multi-Base Station Cooperative Sensing with AI-Aided Trackingeess.SP

Joint sensing and communication network improves target localization and reduces communication load.

problem Efficiently localize multiple targets with reduced communication overhead.

method Multi-base station cooperative sensing with AI-aided clustering and tracking.

result Optimal sub-pattern assignment (OSPA) error less than 60 cm with reduced communication capacity.

cooperative sensing multi-base station AI-aided tracking convolutional neural network multi-Bernoulli mixture filter

2023-10-31abs ↗pdf ↗