| Spatio-temporal Gaussian process models for extended and group object tracking with irregular shapes W Aftab, R Hostettler, A De Freitas, M Arvaneh, L Mihaylova IEEE Transactions on Vehicular Technology 68 (3), 2137-2151, 2019 | 53 | 2019 |
| Comparison of machine learning techniques for vehicle classification using road side sensors D Kleyko, R Hostettler, W Birk, E Osipov 2015 IEEE 18th International Conference on Intelligent Transportation …, 2015 | 48 | 2015 |
| Feasibility of road vibrations-based vehicle property sensing R Hostettler, W Birk, ML Nordenvaad Intelligent Transport Systems, IET 4 (4), 356-364, 2010 | 42 | 2010 |
| Sigma-point filtering for nonlinear systems with non-additive heavy-tailed noise F Tronarp, R Hostettler, S Särkkä Information Fusion (FUSION), 2016 19th International Conference on, 1859-1866, 2016 | 41 | 2016 |
| Vehicle tracking based on fusion of magnetometer and accelerometer sensor measurements with particle filtering R Hostettler, PM Djurić IEEE Transactions on Vehicular Technology 64 (11), 4917-4928, 2014 | 40 | 2014 |
| Classification of driving direction in traffic surveillance using magnetometers N Wahlström, R Hostettler, F Gustafsson, W Birk IEEE Transactions on Intelligent Transportation Systems 15 (4), 1405-1418, 2014 | 32 | 2014 |
| A Novel Bayesian Filter for RSS-based Device-free Localization and Tracking O Kaltiokallio, R Hostettler, N Patwari IEEE Transactions on Mobile Computing, 1-16, 2019 | 26 | 2019 |
| Extended Kalman filter for vehicle tracking using road surface vibration measurements R Hostettler, W Birk, ML Nordenvaad Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, 5643-5648, 2012 | 24 | 2012 |
| Traffic counting using measurements of road surface vibrations R Hostettler Luleå tekniska universitet, 2009 | 21 | 2009 |
| Gaussian mixture models for signal mapping and positioning M Raitoharju, ÁF García-Fernández, R Hostettler, R Piché, S Särkkä Signal Processing 168, 107330, 2020 | 18 | 2020 |
| Rao–Blackwellized Gaussian Smoothing R Hostettler, S Särkkä IEEE Transactions on Automatic Control 64 (1), 302-309, 2019 | 18 | 2019 |
| IMU and magnetometer modeling for smartphone-based PDR R Hostettler, S Särkkä 2016 International Conference on Indoor Positioning and Indoor Navigation …, 2016 | 18 | 2016 |
| Analysis of the Adaptive Threshold Vehicle Detection Algorithm Applied to Traffic Vibrations R Hostettler, W Birk Sort 20 (50), 100, 2011 | 18 | 2011 |
| Surface mounted vehicle property sensing for cooperative vehicle infrastructure systems R Hostettler, W Birk, ML Nordenvaad 16th World Congress and Exhibition on Intelligent Transport Systems and Services, 2009 | 17 | 2009 |
| Joint Vehicle Trajectory and Model Parameter Estimation using Road Side Sensors R Hostettler, W Birk, ML Nordenvaad IEEE Sensors Journal, 2015 | 16 | 2015 |
| Taylor moment expansion for continuous-discrete Gaussian filtering and smoothing T Karvonen, Z Zhao, R Hostettler, S Sarkka IEEE Transactions on Automatic Control 66 (9), 4460-4467, 2021 | 14* | 2021 |
| RSS models for respiration rate monitoring H Yiğitler, O Kaltiokallio, R Hostettler, AS Abrar, R Jäntti, N Patwari, ... IEEE Transactions on Mobile Computing 19 (3), 680-696, 2019 | 14 | 2019 |
| Vehicle classification using road side sensors and feature-free data smashing approach D Kleyko, R Hostettler, N Lyamin, W Birk, U Wiklund, E Osipov 2016 IEEE 19th International Conference on Intelligent Transportation …, 2016 | 14 | 2016 |
| Motion Artifact Reduction in Ambulatory Electrocardiography Using Inertial Measurement Units and Kalman Filtering R Hostettler, T Lumikari, L Palva, T Nieminen, S Särkkä 2018 21st International Conference on Information Fusion (FUSION), 1-8, 2018 | 11 | 2018 |
| RSS-based respiratory rate monitoring using periodic Gaussian processes and Kalman filtering R Hostettler, O Kaltiokallio, H Yiğitler, S Särkkä, R Jäntti 2017 25th European Signal Processing Conference (EUSIPCO), 256-260, 2017 | 11 | 2017 |
Simo SärkkäAssociate Professor, Aalto UniversityVerified email at aalto.fi
