ACTION POTENTIAL BASED DETECTORS
    72.
    发明公开

    公开(公告)号:US20240012110A1

    公开(公告)日:2024-01-11

    申请号:US18347531

    申请日:2023-07-05

    申请人: Zadar Labs, Inc

    IPC分类号: G01S7/41 G01S13/04 G01S7/292

    摘要: Disclosed herein are systems and methods for action potential-based object detection. Received signals corresponding to multiple chirps can be grouped based on temporal or spatial attributes. Within these groups, successful detections can be identified when at least one signal satisfies an action potential threshold. The presence of a valid object is confirmed when the number of groups with successful detections satisfies a predetermined detection threshold.

    Radar Device and Method of Operating a Radar Device

    公开(公告)号:US20240004055A1

    公开(公告)日:2024-01-04

    申请号:US18334013

    申请日:2023-06-13

    IPC分类号: G01S13/58 G01S7/41

    CPC分类号: G01S13/581 G01S7/417

    摘要: A radar device includes a radar front end configured to send radar signals and to receive reflected radar signals, processing circuitry configured to provide digital radar data based on the received reflected radar signals, and a digital filter configured to process the digital radar data to obtain information about objects which reflected the radar signals. The device further comprises machine learning logic with a policy network configured to set the parameters of the digital filter based on the digital radar data, and a reward value generating network including a plurality of heads, each head configured to provide a respective expected reward value for a setting of parameters by the policy network. The radar device is further configured to detect that a scene captured by the radar device is not reliably processable based on a distribution of the expected reward values generated by the plurality of heads.

    SYSTEM AND METHOD FOR DETERMINING USER ACTIVITIES USING ARTIFICIAL INTELLIGENCE PROCESSING

    公开(公告)号:US20240004054A1

    公开(公告)日:2024-01-04

    申请号:US18205761

    申请日:2023-06-05

    申请人: Koko Home, Inc.

    摘要: In an example, the present invention provides a method for processing rf backscattered signals. The method includes generating a plurality of rf signals numbered from 1 to N, where N is an integer greater than 1, from, respectively, a plurality of rf sources numbered from 1 to N. In an example, each of the rf sources is an antenna. In an example, the method includes transferring the plurality of rf signals to a predetermined region of space. The method includes receiving a stream of back scattered signals derived from each of the rf signals numbered from 1 to N from the predetermined space, each stream of back scattered signals being one of a plurality of backscattered signals numbered 1 to N corresponding, respectively, to the plurality of rf sources numbered from 1 to N. The method includes processing each stream of the backscattered signals, using a digital signal processor, at a predetermined time to normalize the stream of backscattered signals to form a normalized signal corresponding to the stream of the backscattered signals and outputting a plurality of normalized signals numbered from 1 to N corresponding, respectively, to the plurality of back scattered signals, numbered from 1 to N.

    Method and apparatus for radar signal processing using recurrent neural network

    公开(公告)号:US11852750B2

    公开(公告)日:2023-12-26

    申请号:US16457887

    申请日:2019-06-28

    发明人: Jong Il Kim

    IPC分类号: G01S7/41 G01S7/35

    CPC分类号: G01S7/417 G01S7/352 G01S7/356

    摘要: One-dimensional data obtained by performing a Fourier transform on a digitally converted frequency modulated continuous wave (FMCW) radar signal at every pulse repetition interval is input to a recurrent neural network (RNN) to find the probability of the existence of a target in each range index. The range indices, i.e., bit frequencies are selected based on the probability. In order to reduce the size of the RNN, windowing may be applied. In addition, a speed-index-specific coefficient value may be calculated by accumulating and performing a Fourier transform on the selected bit frequencies in which the target exists over a plurality of pulse repetition intervals. Thus, it is possible to calculate the speed of the target.

    System and method to select and display prioritized azimuth slice vertical radar image

    公开(公告)号:US11852745B2

    公开(公告)日:2023-12-26

    申请号:US17482888

    申请日:2021-09-23

    摘要: A system may include a display and a processor. The processor may be configured to: break down two-dimensional weather radar reflectivity data into cells, each cell of the cells having a maximum rainfall rate location and a geometric area; prioritize the cells based at least on each cell's proximity to the aircraft, each cell's intensity, each cell's growth rate, each cell's storm top altitude relative to the aircraft altitude, and/or a threat convective level of the cell to select a highest priority cell; and output, to the display, a highest priority azimuth slice vertical radar image of the two-dimensional weather radar reflectivity data as graphical data, the highest priority azimuth slice vertical radar image corresponding to an azimuth slice of the two-dimensional weather radar reflectivity data for the highest priority cell. The display may be configured to display the highest priority azimuth slice vertical radar image.

    RADAR HAVING ANTENNAS ARRANGED AT HORIZONTAL AND VERTICAL INTERVALS

    公开(公告)号:US20230411836A1

    公开(公告)日:2023-12-21

    申请号:US18241337

    申请日:2023-09-01

    申请人: BITSENSING INC.

    IPC分类号: H01Q1/32 G01S7/03 G01S7/41

    摘要: A radar includes a transmitter antenna unit including a plurality of transmitter antennas based on a first horizontal interval and a first vertical interval, a receiver antenna unit including a plurality of receiver antennas arranged based on a second horizontal interval, a transceiver configured to transmit a transmission signal through the transmitter antenna unit and receive a reflection signal reflected from a target object through the receiver antenna unit and a processing unit configured to extract information about the target object by processing the received reflection signal. The second horizontal interval is smaller than the first horizontal interval.