Mining Aircraft Telemetry Data with Evolutionary Algorithms

Name: Mining Aircraft Telemetry Data with Evolutionary Algorithms
Brand: Scholars' Press
SKU: 9783639518245
Price: 383.67 RON
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Autor: Kirk Ogaard

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Editura: Scholars' Press

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The Ganged Phased Array Radar Risk Mitigation System (GPAR-RMS) was a mobile ground-based sense-and-...

Informații despre carte

Autor

Kirk Ogaard

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2013

Pagini

152

EAN

9783639518245

ISBN

3639518241

Enbook ID

07035375

Editura

Scholars' Press

Greutate

231

Dimensiuni

152 x 229 x 9

Descriere completă

The Ganged Phased Array Radar Risk Mitigation System (GPAR-RMS) was a mobile ground-based sense-and-avoid software and hardware system for Unmanned Aircraft System (UAS) operations developed by the University of North Dakota. The Risk Mitigation (RM) software subsystem for GPAR-RMS was designed to estimate the current risk of mid-air collision, between the Unmanned Aircraft (UA) and a General Aviation (GA) aircraft flying under Visual Flight Rules (VFR) in the surrounding airspace. The results of data mining an aircraft telemetry data set from a consecutive nine month period in 2011 are presented. This aircraft telemetry data set consisted of Flight Data Monitoring (FDM) data obtained from Garmin G1000 devices onboard Cessna 172 GA aircraft. Complex subpaths were discovered from the aircraft telemetry data set using a novel application of a novel application of an ant colony algorithm. Probabilistic models were then data mined from those subpaths using unsupervised learning algorithms.

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Mining Aircraft Telemetry Data with Evolutionary Algorithms

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