Predictive modelling of quantum stochastic processes

• Main Author: Huang, Ruocheng
• Other Authors: Gu Mile
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Science::Mathematics::Applied mathematics::Information theory; Science::Physics::Atomic physics::Quantum theory
• Online Access: https://hdl.handle.net/10356/148315
• Institution: Nanyang Technological University

In this paper, predictive modelling involving non-orthogonal emissions upon state transitions of Hidden Markov Model is studied. Mixed-State Presentation (MSP) is used to unifilarise the process in order to keep track of the state of knowledge over underlying machine states after each measurement. I...