/music-aoa-estimation-py

Parametric analysis of MUSIC algorithm for Angle of Arrival estimation in Python

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

MUSIC algorithm Angle of Arrival estimation in Python

Parametric analysis of MUSIC algorithm for Angle of Arrival estimation in Python.

  • Initial simulation results - single run

    initial aoa simulation signle run

  • Signal to noise ratio sweep

    snr sweep

  • Snapshot length sweep

    snaphsot length sweep

  • Number of antennas sweep

    number of antennas sweep

  • Antenna spacing sweep

    antenna spacing sweep

  • RX power difference sweep

    rx power difference sweep

  • Monte Carlo simulation of estimation error vs SNR

    monte carlo simulation of RMSE vs SNR

  • Monte Carlo simulation of estimation error vs snapshot length

    monte carlo simulation of RMSE vs snapshot length

  • Monte Carlo simulation of estimation error vs antenna spacing

    monte carlo simulation of RMSE vs antenna spacing