公开(公告)号：US20210209453A1

公开(公告)日：2021-07-08

申请号：US17121295

申请日：2020-12-14

Applicant: Infineon Technologies AG

Inventor： Paul MEISSNER ,  Franz PERNKOPF ,  Johanna ROCK ,  Wolfgang ROTH ,  Mate Andras TOTH ,  Alexander FUCHS

IPC: G06N3/063 ,  G06N3/04

Abstract: A radar device may include a radar transmitter to output a radio frequency (RF) transmission signal including a plurality of frequency-modulated chirps. The radar device may include a radar receiver to receive an RF radar signal, and generate, based on the RF radar signal, a dataset including a set of digital values, the dataset being associated with a chirp or a sequence of successive chirps. The radar device may include a neural network to filter the dataset to reduce an interfering signal included in the dataset, the neural network being a convolutional neural network. At least one layer of the neural network may be a complex-valued neural network layer includes complex-valued weighting factor, where the complex-valued neural network layer is configured to perform one or more operations according to a complex-valued computation.