公开(公告)号：US20240036159A1

公开(公告)日：2024-02-01

申请号：US18223688

申请日：2023-07-19

Applicant: RAYTHEON COMPANY

Inventor： Esteban Luis Valles ,  Andres Ivan Vila Casado

IPC: G01S7/292

CPC classification number: G01S7/2928

Abstract: Techniques are described for a computing device to estimate pulse parameters. A method includes (a) receiving a digitized radio frequency (RF) signal as a digital input signal; (b) feeding the digital input signal into a plurality of input nodes of a trained Pulse Parameter Estimation Neural Network (PPENN), the PPENN having been trained using machine learning; (c) operating the trained PPENN to estimate a plurality of pulse parameters of a set of pulses embedded within a waveform of the digital input signal and to output the plurality of pulse parameters from the trained PPENN; and (d) processing the plurality of pulse parameters to further quantify the set of pulses. A system, apparatus, and computer program product for performing this method and similar methods are also described.