Patents by Inventor Hanbin Liu

Hanbin Liu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Network connection outage prediction for commercial passenger vehicle
    Patent number: 11546875
    Abstract: A system for predicting an outage for a commercial passenger vehicle is described. The system includes a storage configured to store travel information of an upcoming travel by the commercial passenger vehicle that is configured to provide a network connectivity for devices in the commercial passenger vehicle to remote devices; and a server configured to process the travel information and generate an output indicative of a probability of an outage of the network connectivity based on the travel information of the upcoming travel, and wherein the server is further configured to apply a machine learning algorithm that (1) processes the travel information based on history information related to a planned route to be taken during the upcoming travel and regulation information related to the upcoming travel and (2) determines the probability of the outage along the planned route.
    Type: Grant
    Filed: September 30, 2020
    Date of Patent: January 3, 2023
    Assignee: PANASONIC AVIONICS CORPORATION
    Inventors: Alan Campbell, Dennis Rilea, Hanbin Liu, Anand Desikan
  • Network connection outage prediction due to antenna failure using machine learning
    Patent number: 11455839
    Abstract: 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.
    Type: Grant
    Filed: December 23, 2020
    Date of Patent: September 27, 2022
    Assignee: PANASONIC AVIONICS CORPORATION
    Inventors: Samir Lad, Hanbin Liu, Alan Campbell, Dennis Rilea, Paul Sarraffe
  • NETWORK CONNECTION OUTAGE PREDICTION DUE TO ANTENNA FAILURE USING MACHINE LEARNING
    Publication number: 20220101657
    Abstract: 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.
    Type: Application
    Filed: December 23, 2020
    Publication date: March 31, 2022
    Inventors: Samir Lad, Hanbin Liu, Alan Campbell, Dennis Rilea, Paul Sarraffe
  • NETWORK CONNECTION OUTAGE PREDICTION FOR COMMERCIAL PASSENGER VEHICLE
    Publication number: 20220104167
    Abstract: A system for predicting an outage for a commercial passenger vehicle is described. The system includes a storage configured to store travel information of an upcoming travel by the commercial passenger vehicle that is configured to provide a network connectivity for devices in the commercial passenger vehicle to remote devices; and a server configured to process the travel information and generate an output indicative of a probability of an outage of the network connectivity based on the travel information of the upcoming travel, and wherein the server is further configured to apply a machine learning algorithm that (1) processes the travel information based on history information related to a planned route to be taken during the upcoming travel and regulation information related to the upcoming travel and (2) determines the probability of the outage along the planned route.
    Type: Application
    Filed: September 30, 2020
    Publication date: March 31, 2022
    Inventors: Alan Campbell, Dennis Rilea, Hanbin Liu, Anand Desikan