MATLAB Implementation of Doppler Velocity Measurement
Doppler Velocity Measurement: Autocorrelation Frequency Estimation Techniques, Error Analysis, and Simulation Framework Implementation
Performance Analysis of the MUSIC Algorithm
Analysis of MUSIC algorithm performance including success probability, estimation variance, and estimation error with source code implementation
Direction of Arrival Estimation Error vs. Signal-to-Noise Ratio Curve
Given: Signal center wavelength = 2, antenna element spacing = 1 meter, snapshot number = 2000, four source signals in space with known frequencies and directions. Required: 1) Analyze covariance matrix eigenvalues without noise and explain their characteristics. 2) Apply MUSIC, CAPON, and ESPRIT algorithms for DOA estimation under four scenarios (noise-free and 10dB SNR with white Gaussian noise) and plot spatial spectra. 3) Plot DOA estimation error curves versus SNR (-20dB to +20dB) using all three algorithms.
Performance Analysis of the MUSIC Algorithm with Implementation Insights
Performance Analysis of MUSIC Algorithm: Success Probability, Estimation Variance, and Error Sources