Udemy - DoA Estimation for Automotive FMCW Radar torrent

DoA Estimation for Automotive FMCW Radar
https://WebToolTip.com
Published 8/2026

Created by Aleksei Rostov

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch

Level: Intermediate | Genre: eLearning | Language: English | Duration: 11 Lectures ( 57m ) | Size: 531 MB
Learn Spatial FFT, Bartlett, Capon/MVDR, MUSIC and ESPRIT with simulations and real AWR2243 radar measurements
What you'll learn

⚡ Understand how phased antenna arrays and spatial phase differences enable direction-of-arrival estimation.

⚡ Implement and compare Spatial FFT, Bartlett, Capon/MVDR, MUSIC, and ESPRIT DoA estimation methods.

⚡ Evaluate angular resolution, estimation accuracy, and limitations of conventional and super-resolution DoA methods.

⚡ Process real FMCW radar measurements from a TDM MIMO virtual antenna array for direction-of-arrival estimation.

⚡ Validate DoA algorithms using real AWR2243 measurements with single-target and two-target radar scenarios.
Requirements

❗ Basic understanding of digital signal processing and complex-valued signals.

❗ Basic knowledge of Python and NumPy is recommended.

❗ Basic familiarity with FMCW radar is helpful but not required.

❗ No radar hardware is required; measurement data and processing scripts are provided.