Network connection outage prediction due to antenna failure using machine learning

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United States of America Patent

PATENT NO 11455839
SERIAL NO

17133082

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A system for predicting an outage for a commercial passenger vehicle is described. The system includes a storage configured to store flight information of the commercial passenger vehicle that includes an antenna configured to assist a network connectivity for devices in the commercial passenger vehicle to remote devices, the flight information including travel information of the commercial passenger vehicle and antenna-related information of the antenna; and a server configured to apply a machine learning algorithm that (1) processes the flight information and (2) generate an output indicative of a probability of an antenna-related outage of the network connectivity that is caused due to a failure of the antenna based on processed flight information.

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Patent Owner(s)

  • PANASONIC AVIONICS CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Campbell, Alan Trabuco Canyon, US 10 42
Lad, Samir Dublin, US 7 15
Liu, Hanbin Orinda, US 2 4
Rilea, Dennis Foothill Ranch, US 4 135
Sarraffe, Paul Lake Forest, US 2 14

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