METHOD FOR PERFORMING REINFORCEMENT LEARNING BY V2X COMMUNICATION DEVICE IN AUTONOMOUS DRIVING SYSTEM

    公开(公告)号:US20240031786A1

    公开(公告)日:2024-01-25

    申请号:US18025977

    申请日:2020-09-15

    CPC classification number: H04W4/40 H04W56/001

    Abstract: A method for performing reinforcement learning by a V2X communication device in an autonomous driving system, specifically, a method for performing reinforcement learning in consideration of a reward application ratio over time, is proposed. Action information is transmitted to a second V2X communication device, reward information is received from the second V2X communication device, and reinforcement learning is performed on the basis of a reward, wherein a reward corresponding to a ratio determined by a first V2X communication device is applied to the reinforcement learning, the ratio is determined on the basis of a time interval from a time point of transmission of the action information to a time point of reception of the reward information, and the ratio is between 0 and 1, both inclusive.

    METHOD FOR ALIGNING GRADIENT SYMBOLS BY USING BIAS REGARDING AIRCOMP IN SIGNAL AMPLITUDE RANGE OF RECEIVER

    公开(公告)号:US20230327728A1

    公开(公告)日:2023-10-12

    申请号:US18024962

    申请日:2020-09-07

    CPC classification number: H04B7/0626 H04B7/0634

    Abstract: Disclosed is a method for aligning gradient symbols by using bias regarding AirComp in a signal amplitude range of a receiver. A method for aligning gradient symbols according to an embodiment of the present disclosure comprises the steps of: performing iteration of gradient values included in a first planar vector and applying clipping and bias values so as to obtain a second planar vector having gradient values in which symbols are aligned; and transmitting the second planar vector together with channel information to a server in the form of AirComp. Various embodiments of the present disclosure may be linked to an artificial intelligence module, a drone (unmanned aerial vehicle, UAV), a robot, an augmented reality (AR) device, a virtual reality (VR) device, a device related to a 5G service, and the like.

    ELECTRONIC DEVICE AND METHOD FOR CONTROLLING THE SAME

    公开(公告)号:US20210334346A1

    公开(公告)日:2021-10-28

    申请号:US16489668

    申请日:2019-05-13

    Abstract: Provided is an electronic device including: first and second terminals each of which includes multiple sensors formed to detect biometric information and which are configured to receive different types of pieces of biometric information, respectively; a controller that selects one or several pieces of user information from among multiple preregistered pieces of user information using the biometric information which is input from the first terminal unit; and that forms a comparison group for user authentication; and a security module that compares the comparison group and the biometric information which is input from the second terminal unit and thus performs the user authentication, in which the second terminal unit receives the biometric information from a user after a predetermined time elapses from when the biometric information is input from the first terminal unit.

    SOLAR CELL AND METHOD FOR MANUFACTURING THE SAME

    公开(公告)号:US20190326456A1

    公开(公告)日:2019-10-24

    申请号:US16457129

    申请日:2019-06-28

    Abstract: A method for manufacturing a solar cell can include forming a tunneling layer on first and second surfaces of a semiconductor substrate, the tunneling layer including a dielectric material; forming a polycrystalline silicon layer on the tunnel layer at the first surface and on the second surface of the semiconductor substrate; removing portions of the tunnel layer and the polycrystalline silicon layer formed at the first surface of the semiconductor substrate; forming a doping region at the first surface of the semiconductor substrate by diffusing a dopant; forming a passivation layer on the polycrystalline silicon layer at the second surface of the semiconductor substrate; and forming a second electrode connected to the polycrystalline silicon layer by penetrating through the passivation layer.

    MOBILE TERMINAL
    7.
    发明申请
    MOBILE TERMINAL 有权
    移动终端

    公开(公告)号:US20150342024A1

    公开(公告)日:2015-11-26

    申请号:US14421259

    申请日:2013-07-16

    Abstract: A mobile terminal is disclosed. A mobile terminal according to the present invention comprises a housing; PCB installed inside the housing; and a battery pack disposed at least one side of the PCB and including at least one heat conductive layer radiating heat generated from the PCB. According to the present invention, a mobile terminal is capable of radiating heat generated from PCB by disposing part of a battery pack on one side of the PCB and of increasing capacity of the battery pack by utilizing a housing for the battery pack.

    Abstract translation: 公开了一种移动终端。 根据本发明的移动终端包括:外壳; PCB安装在外壳内; 以及电池组,其设置在所述PCB的至少一侧,并且包括辐射从所述PCB产生的热量的至少一个导热层。 根据本发明,移动终端能够通过将电池组的一部分设置在PCB的一侧并且通过利用用于电池组的外壳来增加电池组的容量来散发由PCB产生的热量。

    METHOD FOR TRANSMITTING AND RECEIVING SIGNAL IN WIRELESS COMMUNICATION SYSTEM

    公开(公告)号:US20230422308A1

    公开(公告)日:2023-12-28

    申请号:US18030800

    申请日:2020-10-15

    CPC classification number: H04W74/0833 G06N3/098

    Abstract: A superposition-based method for transmitting and receiving signals in wireless communication is provided. Provided is a signal reception method performed by a base station which performs federated machine-learning in a wireless communication system, the signal reception method comprising the steps of: receiving an aggregated signal; demodulating the aggregated signal; and decoding the aggregated signal, wherein the decoding is performed on the basis of a codebook combining the respective codebooks of a plurality of terminals, the aggregated signal is obtained by superposition, on a wireless channel, of signals respectively transmitted from the plurality of terminals, and the respective signals include information about neural network parameters related to the federated machine-learning respectively performed by the plurality of terminals.

    DIGITAL AIRCOMP SIGNALING
    10.
    发明公开

    公开(公告)号:US20230397018A1

    公开(公告)日:2023-12-07

    申请号:US18030726

    申请日:2020-10-15

    CPC classification number: H04W24/02 H04W74/0833 H04W74/006

    Abstract: A signal transmission method performed by means of a terminal for performing federated learning in a wireless communication system is provided. According to the signal transmission method, the terminal receives downlink control information (DCI) from a base station, the DCI informing of a specific computation group ID and a modulation and coding scheme (MCS), modulates and encodes data on the basis of the MCS when the specific computation group ID is the same as a computation group ID allocated to the terminal, the data including a parameter related to the federated learning performed by the terminal, and transmits a signal including the data to the base station on the basis of the modulation and encoding.

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