CPC G01S 7/023 (2013.01) [G01S 7/354 (2013.01); G01S 7/417 (2013.01); G01S 7/356 (2021.05); G01S 7/36 (2013.01); G01S 13/343 (2013.01); G01S 13/931 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01)] | 20 Claims |
1. A radar device, comprising:
a radar receiver that is designed to receive a radio-frequency (RF) radar signal associated with a plurality of frequency modulated chirps and, based thereon, to generate a digital signal that comprises a plurality of signal segments; and
a neural network having a plurality of layers each having one or more neurons,
wherein the plurality of signal segments are fed to an input layer of the plurality of layers and wherein the plurality of layers are designed to process the plurality of signal segments of the digital signal,
wherein an output layer of the plurality of layers, has at least one neuron that delivers an output value that indicates whether a respective signal segment or a sample of the respective signal segment is overlaid with an interfering signal originating from at least one radar transmitter of at least one other radar device,
wherein a convolutional kernel is associated with one or more neural network (NN) channels of one or more other layers of the plurality of layers, and
wherein the one or more other layers receive as input, output values of the one or more NN channels of a previous layer.
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