GitHub

Varshini15-official/signal-analysis-gaussian-rayleigh-noise-matlab

This MATLAB project analyzes the effects of Additive White Gaussian Noise (AWGN) and Rayleigh noise on square wave and sine wave signals across multiple frequencies and signal-to-noise ratio (SNR) ...
IEEE

Matched filter decoding of random binary and Gaussian codes in broadband Gaussian channel

Abstract: In this paper we consider the additive white Gaussian noise channel with an average input power constraint in the power-limited regime. A well-known result in information theory states that ...
GitHub

MATLAB implementation of Newton’s (Gauss–Newton) algorithm for training a simple multilayer perceptron with sigmoid activation.

This repository demonstrates how to apply Newton’s method (Gauss–Newton approximation with Levenberg–Marquardt damping) to train a simple multilayer perceptron (MLP) with sigmoid activation functions ...
IEEE

Maximizing the minimum achievable secrecy rate in a two-user Gaussian interference channel

Abstract: This paper studies a two-user Gaussian interference channel in which two single-antenna sources aim at sending their confidential messages to the legitimate destinations such that each ...