公开(公告)号：US11449790B2

公开(公告)日：2022-09-20

申请号：US16168415

申请日：2018-10-23

Applicant: LG ELECTRONICS INC.

Inventor： Gyuseog Hong ,  Taehwan Kim ,  Byunghun Choi

IPC: G06N20/00 ,  G06N3/04 ,  G06N20/20 ,  A61B5/00

Abstract: A computer-implemented method for controlling a device based on an ensemble model can include receiving sensing information associated with a user's biometric state; inputting first sensing information to a first model, determining a first uncertainty of the first model, and generating a first weight value for weighting a first result value; inputting second sensing information into a second model, determining a second uncertainty of the second model, and generating a second weight value for weighting a second result value; generating a final result value based on combining the first result value weighted by the first weight value and the second result value weighted by the second weight value; generating a predicted biometric state of the user based on the final result value; and executing an operation of the device based on the predicted biometric state.

公开(公告)号：US11344696B2

公开(公告)日：2022-05-31

申请号：US16489903

申请日：2019-05-31

Applicant: LG Electronics Inc.

Inventor： Byunghun Choi ,  Boemoh Kim

IPC: A61M21/02 ,  G16H40/60 ,  A61M21/00

Abstract: A hub of intelligent Internet of Things (IoT) for performing a light therapy using light irradiated by a light output device. The hub of intelligent IoT includes a sleep disorder reading unit determining whether a sleep disorder has occurred based on sleep pattern information; a control signal generator generating a control signal for controlling the light output device when it is determined that the sleep disorder has occurred; and a communication interface unit providing the control signal to the light output device. At least one device implementing the method of providing the intelligent voice recognition model may be associated with an artificial intelligence module, a unmanned aerial vehicle (UAV), a robot, an augmented reality (AR) device, a virtual reality (VR) device, devices related to 5G services, and the like.