Using Neural Network Patents (Class 701/524)
  • Patent number: 11623517
    Abstract: Exception event recorders and analysis systems include: vehicle mounted sensors arranged as a vehicle event recorder to capture both discrete and non-discrete data; a discretization facility; a database; and an analysis server all coupled together as a computer network. Motor vehicles with video cameras and onboard diagnostic systems capture data when the vehicle is involved in a crash or other anomaly (an ‘event’). In station where interpretation of non-discrete data is rendered, i.e. a discretization facility, captured data is used as a basis for production of supplemental discrete data to further characterize the event. Such interpreted data is joined to captured data and inserted into a database in a structure which is searchable and which supports logical or mathematical analysis by automated machines. A coupled analysis server is arranged to test stored data for prescribed conditions and upon finding such, to initiate further actions appropriate for the detected condition.
    Type: Grant
    Filed: August 5, 2019
    Date of Patent: April 11, 2023
    Assignee: SmartDriven Systems, Inc.
    Inventors: James Plante, Ramesh Kasavaraju, Gregory Mauro, Andrew Nickerson
  • Patent number: 11082804
    Abstract: Example method includes: receiving, by a network device, a plurality of signal strength values associated with a particular timestamp corresponding to a particular client device from a plurality of access points in a wireless network at a site; determining a mobility pattern based on the plurality of signal strength values associated with the particular timestamp corresponding to the particular client device; comparing the mobility pattern associated with the particular timestamp corresponding to the particular client device with mobility patterns associated with other timestamps or corresponding to other client devices to identify a set of frequent mobility patterns; determining whether an unassociated client device exhibits a threshold number of frequent mobility patterns for a threshold amount of time; and determining that the unassociated client device presents in the site in response to the unassociated client device exhibiting the threshold number of the frequent mobility patterns for the threshold amou
    Type: Grant
    Filed: May 14, 2019
    Date of Patent: August 3, 2021
    Assignee: Hewlett Packard Enterprise Development LP
    Inventors: Ataur Rehman, Manaswini Lakshmikanth Sugatoor, Manas Sharma
  • Patent number: 10897510
    Abstract: A service providing device includes a storage unit configured to store driver management information including at least driver identification information, a reception unit configured to receive the driver identification information from the in-vehicle device, a determination unit configured to determine whether the driver management information including the driver identification information received by the reception unit is stored in the storage unit, an acquisition unit configured to acquire the driver management information from one or more other service providing devices connected to the service providing device over a network the determination unit determines that the driver management information is not stored in the storage unit, an authentication unit configured to authenticate the in-vehicle device based on the acquired driver management information, and a providing unit configured to provide the service to the in-vehicle device when the authentication has been successful.
    Type: Grant
    Filed: March 27, 2018
    Date of Patent: January 19, 2021
    Assignee: TOYOTA JIDOSHA KABUSHIKI KAISHA
    Inventor: Takayoshi Shinozaki
  • Patent number: 10809351
    Abstract: Provided is a positioning method of a user equipment performed by the user equipment, the method including receiving first and second reference signals from at least two transmitters installed at positions with different heights; acquiring first snapshot vectors based on received data samples of the first reference signal and acquiring second snapshot vectors based on received data samples of the second reference signal; calculating a first covariance matrix based on the first snapshot vectors and calculating a second covariance matrix based on the second snapshot vectors; estimating a difference between a reception delay time of the first reference signal and a reception delay time of the second reference signal based on the first and second covariance matrices; and estimating a vertical position of the user equipment based on the difference between the reception delay time of the first reference signal and the reception delay time of the second reference signal.
    Type: Grant
    Filed: March 16, 2020
    Date of Patent: October 20, 2020
    Inventor: Jaihyung Cho
  • Patent number: 10660717
    Abstract: The present disclosure is directed to a robotic surgical system that includes a robotic surgical device having a robotic arm and an end effector with a pair of jaw members. A handpiece includes a pinch interface to control the arm or end effector, optical marker(s), an accelerometer, and a transmitter to transmit data from the pinch interface or accelerometer to the robotic surgical device. The system further includes a tracking system, to track the marker and provide a position or orientation of the handpiece. A processor receives: (i) the position or orientation of the handpiece from the tracking system; and (ii) the measured acceleration of the handpiece from the accelerometer. The processor integrates the measured acceleration to establish a second position beyond that of the tracking system. The processor controls movement of the robotic arm and end effector based on the received data from the camera or the accelerometer.
    Type: Grant
    Filed: December 8, 2014
    Date of Patent: May 26, 2020
    Assignee: COVIDIEN LP
    Inventor: Joe Sartor
  • Patent number: 10327107
    Abstract: Example method includes: receiving, by a network device, a plurality of signal strength values associated with a particular timestamp corresponding to a particular client device from a plurality of access points in a wireless network at a site; determining a mobility pattern based on the plurality of signal strength values associated with the particular timestamp corresponding to the particular client device; comparing the mobility pattern associated with the particular timestamp corresponding to the particular client device with mobility patterns associated with other timestamps or corresponding to other client devices to identify a set of frequent mobility patterns; determining whether an unassociated client device exhibits a threshold number of frequent mobility patterns for a threshold amount of time; and determining that the unassociated client device presents in the site in response to the unassociated client device exhibiting the threshold number of the frequent mobility patterns for the threshold amou
    Type: Grant
    Filed: June 5, 2017
    Date of Patent: June 18, 2019
    Assignee: Hewlett Packard Enterprise Development LP
    Inventors: Ataur Rehman, Manaswini Lakshmikanth Sugatoor, Manas Sharma
  • Patent number: 8751162
    Abstract: A prediction method that estimates the real-time position of a mobile device based on previously observed data is provided. The present invention can be used in real-time navigation, including providing real-time alerts of an upcoming destination and notifications of emergency events in close geographic proximity. The prediction method utilizes neural networks and/or functions generated using genetic algorithms in estimating the mobile device's real-time position. The prediction method provides reliable Location-Based Services (LBS) in events where traditional positioning technologies become unreliable. It is also seamless, as the user remains unaware of any interruption in accessing the positioning technology.
    Type: Grant
    Filed: September 6, 2013
    Date of Patent: June 10, 2014
    Assignee: University of South Florida
    Inventors: Sean J. Barbeau, Philip L. Winters, Rafael Perez, Miguel Labrador, Nevine Georggi
  • Patent number: 8600674
    Abstract: A prediction method that estimates the real-time position of a mobile device based on previously observed data is provided. The present invention can be used in real-time navigation, including providing real-time alerts of an upcoming destination and notifications of emergency events in close geographic proximity. The prediction method utilizes neural networks and/or functions generated using genetic algorithms in estimating the mobile device's real-time position. The prediction method provides reliable Location-Based Services (LBS) in events where traditional positioning technologies become unreliable. It is also seamless, as the user remains unaware of any interruption in accessing the positioning technology.
    Type: Grant
    Filed: August 15, 2008
    Date of Patent: December 3, 2013
    Assignee: University of South Florida
    Inventors: Sean J. Barbeau, Philip L. Winters, Rafael Perez, Miguel Labrador, Nevine Georggi
  • Patent number: 8392116
    Abstract: A navigation device and computer implemented method for predicting the destination of a trip, the method being executed by a navigation device, the method comprising the steps of: determining starting parameters, the starting parameters comprising at least the starting point, starting time and date of the trip, executing a destination prediction algorithm, the destination prediction algorithm taking the starting parameters as input and predicting a destination, wherein the destination prediction algorithm is generated by using information of a trip history; determining, upon arrival at the predicted or another destination, the actual destination.
    Type: Grant
    Filed: March 24, 2010
    Date of Patent: March 5, 2013
    Assignee: SAP AG
    Inventors: Jens Lehmann, David Sommer
  • Patent number: 6151700
    Abstract: A computer controlled object oriented programming system for distributive program development over networks such as the internet with means for interfacing a plurality of programming objects with each other to provide combination objects combining programming functions of said objects, each object including predetermined interface data defining a required common interface with the other programming objects as well as a framework of events and attributes and methods for manipulating the attributes. These objects may be combined with each other via their common interfaces to form combination objects, and such combination objects may in turn be further combined with other objects and combination objects to form objects of increasing complexity which function as program routine versions.
    Type: Grant
    Filed: October 20, 1997
    Date of Patent: November 21, 2000
    Assignee: International Business Machines Corporation
    Inventor: Otis Otto Fox