Chaos Synchronization using Nonlinear Observers with applications to Cryptography

The goal of this survey paper is to provide an introduction to chaos synchronization using nonlinear observers and its applications in cryptography. I start with an overview of cryptography. Then, I recall the basics of chaos theory and how to use chaotic systems for cryptography, with an introduction to the problem of chaos synchronization. Then, I present the theory of non-linear observers, which is used for the synchronization of chaotic systems. I start with an explanation of the observability problem. Then, I introduce some of the classical observers: Kalman filter, Luenberger observer, Extended Kalman filter, Thau's observer, and High gain observer. I finish by introducing the more advanced observers: Adaptive observers, Unknown inputs observers, Sliding mode observers and ANFIS (Adaptive Neuro-Fuzzy Inference Systems) observers.

READ FULL TEXT

page 4

page 11

research
08/13/2022

Inverse Extended Kalman Filter – Part II: Highly Non-Linear and Uncertain Systems

Recent counter-adversarial system design problems have motivated the dev...
research
04/19/2023

Hidden AR Process and Adaptive Kalman Filter

The model of partially observed linear system depending on some unknown ...
research
08/15/2018

Trimmed Ensemble Kalman Filter for Nonlinear and Non-Gaussian Data Assimilation Problems

We study the ensemble Kalman filter (EnKF) algorithm for sequential data...
research
02/08/2018

Some application of difference equations in Cryptography and Coding Theory

In this paper, we present some applications of a difference equation of ...
research
05/06/2021

Mobile Robot Localization Using Fuzzy Neural Network Based Extended Kalman Filter

This paper proposes a novel approach to improve the performance of the e...
research
04/19/2018

Synchronization in Quantum Key Distribution Systems

In the description of quantum key distribution systems, much attention i...
research
02/14/2020

ELM-based Frame Synchronization in Burst-Mode Communication Systems with Nonlinear Distortion

In burst-mode communication systems, the quality of frame synchronizatio...

Please sign up or login with your details

Forgot password? Click here to reset