A modular array of small scale bioinspired flow sensors | Asko Ristolainen | Hydromast, Flow Sensing, Lakhsmi | link to PDF |
Digital signal processing of custom-made echo sounders | Jaan Rebane | Underwater Robotics, Digital Signal Processing, Echo Sounders, Sonars, U-CAT | link to PDF |
A Self-Cleaning System for Underwater Flow Sensors | Asko Ristolainen | Hydromast | link to PDF |
Big Data Analysis and Visualization of Marine Life Behaviour from Open-Source Datasets | Elizaveta Dubrovinskaya | Big data, visualization, data analysis | link to PDF |
Embedded Design and Prototyping of a Smart Underwater Ear | Elizaveta Dubrovinskaya | Sensor design, signal processing | link to PDF |
Flapping sound modeling with machine learning for underwater robotics | Yuya Hamamatsu, Jaan Rebane | Machine learning, modelling, robot locomotion | link to PDF |
Reinforcement learning based multi-modal fin actuation: manipulating and moving | Yuya Hamamatsu | Reinforcement learning, UCAT, robot simulation | link to PDF |
Bioinspired Soft Robotics: Earthworm Locomotion for Confined Environments | Dimitrios Xydianos | Soft robotics, bioinspired locomotion, design and fabrication | link to PDF |
Whisker-based robot localization and mapping | Roza Gkliva, Yuya Hamamatsu | SLAM | link to PDF |
Evaluation of robot SLAM trustworthiness | Roza Gkliva | SLAM | link to PDF |
High frequency audio interface for an underwater robot | Jaan Rebane | UCAT, hydrophones | link to PDF |
Proprioceptive state estimation for quadruped robots | Youcef Aouf | Quadruped robots | link to PDF |
Machine Learning for Gap Filling in Hydromast Time-Series Data | Bauyrzhan Zhakanov, Laura Piho | Machine learning, data analysis | link to PDF |
Short term harbor flow forecasting | Laura Piho | Time-series modelling, forecasting, machine learning | link to PDF |
Hydromast fault detection | Asko Ristolainen, Laura Piho | Time-series modelling, signal processing | link to PDF |
Reinforcement learning based multi-modal fin actuation: manipulation and moving | Yuya Hamamatsu | Robotics, Swarm, Machine learning, Reinforcement learning, Optimization | link to PDF |