Roland Hostettler
Universitetslektor i Signalbehandling vid Institutionen för elektroteknik; Signaler och system
- Telefon:
- 018-471 32 65, 072-999 95 57
- Mobiltelefon:
- 072-999 95 57
- E-post:
- roland.hostettler@angstrom.uu.se
- Besöksadress:
- Ångströmlaboratoriet, Lägerhyddsvägen 1
752 37 Uppsala - Postadress:
- Box 65
751 03 UPPSALA
Publikationer
Senaste publikationer
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Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
Ingår i 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
- DOI för Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
- Ladda ner fulltext (pdf) av Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
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Fully Homomorphically Encrypted Linear Regression Using CKKS
Ingår i 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
- DOI för Fully Homomorphically Encrypted Linear Regression Using CKKS
- Ladda ner fulltext (pdf) av Fully Homomorphically Encrypted Linear Regression Using CKKS
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Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
Ingår i 2025 IEEE/ION Position, Location and Navigation Symposium (PLANS), s. 980-991, 2025
- DOI för Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
- Ladda ner fulltext (pdf) av Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
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Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
Ingår i IEEE Transactions on Green Communications and Networking (ITGCN), s. 1564-1573, 2024
- DOI för Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
- Ladda ner fulltext (pdf) av Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
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Gaussian Processes for Received Signal Strength Based Device-free Localization
Ingår i 2024 18th European Conference on Antennas and Propagation (EuCAP), 2024
- DOI för Gaussian Processes for Received Signal Strength Based Device-free Localization
- Ladda ner fulltext (pdf) av Gaussian Processes for Received Signal Strength Based Device-free Localization
Alla publikationer
Artiklar i tidskrift
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Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
Ingår i IEEE Transactions on Green Communications and Networking (ITGCN), s. 1564-1573, 2024
- DOI för Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
- Ladda ner fulltext (pdf) av Reinforcement Learning-Based Transmission Policies for Energy Harvesting Powered Sensors
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A virtual anti-scatter grid for multi-energy photon counting detector systems
Ingår i Physica Scripta, 2024
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A Multihypotheses Importance Density for SLAM in Cluttered Scenarios
Ingår i IEEE Transactions on robotics, s. 1019-1035, 2024
- DOI för A Multihypotheses Importance Density for SLAM in Cluttered Scenarios
- Ladda ner fulltext (pdf) av A Multihypotheses Importance Density for SLAM in Cluttered Scenarios
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Ingår i Frontiers in Control Engineering, 2022
- DOI för Automatic generation and updating of process industrial digital twins for estimation and control: A review
- Ladda ner fulltext (pdf) av Automatic generation and updating of process industrial digital twins for estimation and control: A review
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Guest Editorial: MLSP 2020 Special Issue
Ingår i Journal of Signal Processing Systems, s. 131-132, 2022
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Taylor Moment Expansion for Continuous-Discrete Gaussian Filtering
Ingår i IEEE Transactions on Automatic Control, s. 4460-4467, 2021
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Unsupervised Learning in RSS-Based DFLT Using an EM Algorithm
Ingår i Sensors, 2021
- DOI för Unsupervised Learning in RSS-Based DFLT Using an EM Algorithm
- Ladda ner fulltext (pdf) av Unsupervised Learning in RSS-Based DFLT Using an EM Algorithm
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A Novel Bayesian Filter for RSS-Based Device-Free Localization and Tracking
Ingår i IEEE Transactions on Mobile Computing, s. 780-795, 2021
- DOI för A Novel Bayesian Filter for RSS-Based Device-Free Localization and Tracking
- Ladda ner fulltext (pdf) av A Novel Bayesian Filter for RSS-Based Device-Free Localization and Tracking
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Gaussian mixture models for signal mapping and positioning
Ingår i Signal Processing, 2020
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Importance Densities for Particle Filtering Using Iterated Conditional Expectations
Ingår i IEEE Signal Processing Letters, s. 211-215, 2020
Konferensbidrag
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Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
Ingår i 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
- DOI för Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
- Ladda ner fulltext (pdf) av Optimal Distributed Kalman Filtering for Unequal State Vectors: Privacy and Computational Benefits
-
Fully Homomorphically Encrypted Linear Regression Using CKKS
Ingår i 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
- DOI för Fully Homomorphically Encrypted Linear Regression Using CKKS
- Ladda ner fulltext (pdf) av Fully Homomorphically Encrypted Linear Regression Using CKKS
-
Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
Ingår i 2025 IEEE/ION Position, Location and Navigation Symposium (PLANS), s. 980-991, 2025
- DOI för Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
- Ladda ner fulltext (pdf) av Heteroscedastic Gaussian Process Model for Received Signal Strength Based Device-Free Localization
-
Gaussian Processes for Received Signal Strength Based Device-free Localization
Ingår i 2024 18th European Conference on Antennas and Propagation (EuCAP), 2024
- DOI för Gaussian Processes for Received Signal Strength Based Device-free Localization
- Ladda ner fulltext (pdf) av Gaussian Processes for Received Signal Strength Based Device-free Localization
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Towards Real-time Radio-SLAM via Optimal Importance Sampling
Ingår i 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC), 2022
- DOI för Towards Real-time Radio-SLAM via Optimal Importance Sampling
- Ladda ner fulltext (pdf) av Towards Real-time Radio-SLAM via Optimal Importance Sampling
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Posterior linearisation filter for non-linear state transformation noises
Ingår i 2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022), 2022
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State-Space Gaussian Process for Drift Estimation in Stochastic Differential Equations
Ingår i ICASSP 2020, s. 5295-5299, 2020
- DOI för State-Space Gaussian Process for Drift Estimation in Stochastic Differential Equations
- Ladda ner fulltext (pdf) av State-Space Gaussian Process for Drift Estimation in Stochastic Differential Equations
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Rejection-sampling-based ancestor sampling for particle Gibbs
Ingår i 29th IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2019
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Auxiliary-Particle-Filter-based Two-Filter Smoothing for Wiener State-Space Models
Ingår i Proceedings of the 21st International Conference on Information Fusion, Cambridge, UK, July, 2018., s. 1904-1911, 2018