TMTSP-P1: Dynamical models and inference
Tue, 9 Sep, 14:00 - 15:40 Italy Time (UTC +2)
Location: Poster Area C
Session Type: Poster
Session Co-Chairs: Kundan Kumar, Aalto University and Petar Djuric,
Track: TMTSP - Theoretical and Methodological Trends in Signal Processing

TMTSP-P1.1: Upsampled Vector Autoregressive Processes
Emilio Ruiz-Moreno, Luis Miguel López-Ramos, Baltasar Beferull-Lozano, Simula Metropolitan Center for Digital Engineering, Norway

TMTSP-P1.2: Parallel Kalman Smoothing Augmented Lagrangian Method for Constrained State Estimation
Qingwang Han, Rui Gao, Shanghai Jiao Tong University, China; Simo Särkkä, Aalto University, Finland

TMTSP-P1.3: Assessing the Impact of Vaccination on Rotavirus Transmission Dynamics Using Bayesian Inference
Conor Rosato, Joshua Murphy, Simon Maskell, University of Liverpool, United Kingdom; John Harris, United Kingdom Health Security Agency, United Kingdom

TMTSP-P1.4: Complex-Valued Variational Autoencoders for Radar Detection in Joint Compound Gaussian Clutter and Thermal Noise
Yadang Alexis Rouzoumka, CentraleSupelec / Onera, France; Eugénie Terreaux, Christèle Morisseau, Jean-Philippe Ovarlez, Onera, France; Chengfang Ren, CentraleSupelec, France

TMTSP-P1.5: CELLULAR AUTOREGRESSIVE HIGHER-ORDER MODELS
Abdullah Canbolat, Rohan Money, Baltasar Beferull-Lozano, Simula Metropolitan Center for Digital Engineering, Norway

TMTSP-P1.6: An Integrated Hidden Markov Model-Van der Pol Oscillator Based Atrial Fibrillation ECG Generator Model
Ayan Mukherjee, Oishee Mazumder, Aniruddha Sinha, Tata Consultancy Services, India

TMTSP-P1.7: ON THE CONSTRUCTION OF DISCRETE-TIME ARMA MODELS FROM CONTINUOUS-TIME STATE-SPACE MODELS
Ralph McDougall, Simon Godsill, University of Cambridge, United Kingdom

TMTSP-P1.8: Event-Triggered Particle Filter with One-Step Randomly Delayed Measurement
Elhadi Gasmi, Kundan Kumar, Aalto University, Finland; Mohamed Amine Sid, Institute Ferhat Abbas University Setif 1, Algeria; Simo Särkkä, Aalto University, Finland