/DoA-ML

matlab code for AoA Estimation of ULA/UCA

Primary LanguageMATLAB

Angle of Arrival Estimation Toolbox (in Matlab)
Author: Jet Yu
Contact: jianyuan@vt.edu
Time: May, 2019

Introduction

Problem Formation

Estimate Angle of arrive(AoA), or Direction of arrival(DoA) based on signals received at linear arrays.

Library

Array Gemetory

  • ULA
  • UCA

Methods

  • Classic

    • Capon Beamform
    • MUSIC
    • ESPRIT
    • Pencil

  • Machine Learning

    • ANN
    • CNN
    • RNN
    • kNN
    • SVM

Files

fitEstQEBlock.m

  • generateData
    • Sig
      • myPulseShape
      • myAM
      • myPM
  • VectorSensorSig
  • myTrain
  • myPlot