MATLAB Simulation of Classical Power Spectrum Estimation

MATLAB simulation of classical power spectrum estimation using the direct method (periodogram approach)

Classical Power Spectrum Estimation and Adaptive Equalization Algorithms

1. This folder contains all programs for two experiments: classical power spectrum estimation and adaptive equalization algorithms. 2. R.m, LMS.m, and LMSmain.m are programs for adaptive equalization algorithms: R.m computes the autocorrelation matrix and eigenvalues of input signals; LMS.m implements the time-domain LMS algorithm using statistical methods to simulate learning curves under same channel parameters and different step sizes; LMSmain.m is the main experimental program that generates results and curves based on specific data requirements. 3. functionx.m, fzhouqitu.m, spectrum.m, bt.m, bart_lett.m, welch.m, and SPECTRUMmain.m are programs for classical spectrum estimation.