On the Relation of State Space Models and Hidden Markov Models

Aydin Ghojogh, M. Hadi Sepanj, Benyamin Ghojogh

State Space Models (SSMs) and Hidden Markov Models (HMMs) are foundational frameworks for modeling sequential data with latent variables and are widely used in signal processing, c…