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Simo Särkkä

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Submitted by Verna on Fri, 12/18/2020 - 12:04

The group's research interests are in multi-sensor data processing systems with applications in location sensing, health and medical technology, machine learning, inverse problems, and brain imaging.

Firstname
Simo
Lastname
Särkkä
Email
simo.sarkka@aalto.fi
Title
Professor
Main affiliation
Aalto University
Research group name
Sensor informatics and medical technology
Keywords
Bayesian filtering
Sensor informatics
Multisensor data processing
Medical technology
Machine learning
Inverse problems
Adaptive signal processing
Data fusion systems
Smartphone sensor fusion
Robotics
Positioning systems
Target tracking
Biomedical imaging
Computation
Kalman filters
Particle filters
Markov chain Monte Carlo
MCMC
Kernel methods
Classification
Non-linear classifiers
Biosensors
Computed tomography
CT
Magnetoencephalography
MEG
Electroencephalography
EEG
Functional magnetic resonance imaging
FMRI
Electrocardiogram
ECG
Electromyography
EMG
Accelerometers
Microphones
Radar
Gaming
Virtual reality
AI
Simultaneous localization and mapping
SLAM
Algorithm
Convergence analysis
Functional analysis
Lyapunov stability theory
Stochastic calculus
Links
Research group website
Research portal
Industrial_collaboration
Yes
Faculty
School of Electrical Engineering
Affiliations
Department of Electrical Engineering and Automation
Unit
Department of Electrical Engineering and Automation