Maximum Likelihood Estimation & Estimator Distributions in Linear Regression
Rigorous analysis of OLS and WLS estimators as random variables under homoscedastic and heteroscedastic Gaussian noise conditions.
Read the report (PDF)
Projects
Design and Analysis of a Video Compression System
Implementation and parameter optimization of a DCT-based video codec featuring block-matching motion estimation and parametric quantization.
Read the report (PDF)
Numerical Solution of the 2D Incompressible Navier–Stokes Equations
Lid-driven cavity flow solver using a fractional-step method on a MAC staggered grid (Re = 400, 1000, 3200).
Read the report (PDF)
Audio Denoising using Spectral Analysis and FIR Filter Design
DSP-based audio denoising project using Welch spectral estimation and FIR filter design to suppress a 15.2 kHz interference tone.
Read the report (PDF)