MCPcopy Index your code
hub / github.com/MarcinWachowiak/music-aoa-estimation-py

github.com/MarcinWachowiak/music-aoa-estimation-py @main

Chat with this repo
repository ↗ · DeepWiki ↗ · + Follow
11 symbols 24 edges 1 files 0 documented · 0%
What it actually does AI analysis from the code graph — generated when you open this
loading…
README

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

Core symbols most depended-on inside this repo

gen_antenna_vec
called by 10
music_algoritm_aoa_simulation.py
gen_theta_vector
called by 10
music_algoritm_aoa_simulation.py
gen_array_response_mat
called by 10
music_algoritm_aoa_simulation.py
calc_aoa_music
called by 10
music_algoritm_aoa_simulation.py
gen_signals_mat
called by 10
music_algoritm_aoa_simulation.py
autocorrelate
called by 9
music_algoritm_aoa_simulation.py
rmse
called by 4
music_algoritm_aoa_simulation.py
autocorrelate_fb
called by 1
music_algoritm_aoa_simulation.py

Shape

Function 11

Languages

Python100%

Modules by API surface

music_algoritm_aoa_simulation.py11 symbols

For agents

$ claude mcp add music-aoa-estimation-py \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact

Ask about this repo answers extend the page