Michal Prauzek
Orcid: 0000-0003-1348-1328
According to our database1,
Michal Prauzek
authored at least 38 papers
between 2009 and 2023.
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Bibliography
2023
Thermoelectric energy harvesting for internet of things devices using machine learning: A review.
CAAI Trans. Intell. Technol., September, 2023
Sensors, 2023
An Analysis of Double Q-Learning-Based Energy Management Strategies for TEG-Powered IoT Devices.
IEEE Internet Things J., 2023
Fuzzy Controlled Wavelet-Based Edge Computing Method for Energy-Harvesting IoT Sensors.
IEEE Internet Things J., 2023
2022
IEEE Trans. Instrum. Meas., 2022
Q-learning Energy Management Strategy for TEG-powered Environmental Monitoring IoT Devices: A Pilot Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Robustness Analysis of Data-Driven Self-Learning Controllers for IoT Environmental Monitoring Nodes based on Q-learning Approaches.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Double Q-learning Adaptive Wavelet Compression Method for Data Transmission at Environmental Monitoring Stations.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Comparison of Edge Computing Methods for Environmental Monitoring IoT Sensors Using Neural Networks and Wavelet Transforms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
2021
Environment-Monitoring IoT Devices Powered by a TEG Which Converts Thermal Flux between Air and Near-Surface Soil into Electrical Energy.
Sensors, 2021
Data-Driven Self-Learning Controller Design Approach for Power-Aware IoT Devices based on Double Q-Learning Strategy.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Self-learning Wavelet Compression Method for Data Transmission from Environmental Monitoring Stations with a Low Bandwidth IoT Interface.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
2020
Self-learning for Day-night Mode Energy Strategy for Solar Powered Environmental WSN Nodes.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020
2019
Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks.
Proceedings of the Intelligent Decision Technologies 2019, 2019
2018
Energy Harvesting Sources, Storage Devices and System Topologies for Environmental Wireless Sensor Networks: A Review.
Sensors, 2018
Real-time Patient Localization in Urgent Care: System Design and Hardware Perspective.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
Q-Learning Algorithm for Energy Management in Solar Powered Embedded Monitoring Systems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2016
Mob. Inf. Syst., 2016
Differential evolution of fuzzy controller for environmentally-powered wireless sensors.
Appl. Soft Comput., 2016
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016
Automatic Driver Monitoring Using Electrical Impedance Measurement on Steering Wheel.
Proceedings of the 8th International Conference on Signal Processing Systems, 2016
Optimization of the Radial Basis Function Neural Network Spread Factor for Electrical Impedance Tomography Image Reconstruction.
Proceedings of the 8th International Conference on Signal Processing Systems, 2016
Proceedings of the 8th International Conference on Signal Processing Systems, 2016
2015
Energy Availability Forecasting for Harvesting-aware Wireless Sensor Networks: Analysis of Energy Demand of a Predictor Based on Evolutionary Fuzzy Rules.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
Estimating Harvestable Solar Energy from Atmospheric Pressure Using Support Vector Regression.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
Pressure-based forecasting of next-day solar energy availability using evolutionary fuzzy rules.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the Intelligent Data Analysis and Applications, 2015
2014
Harvesting-aware control of wireless sensor nodes using fuzzy logic and differential evolution.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014
Location-specific optimization of energy harvesting environmental monitoring systems.
Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014
Optimization of Wireless Sensor Node Parameters by Differential Evolution and Particle Swarm Optimization.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014
Simulation of adaptive duty cycling in solar powered environmental monitoring systems.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014
A hybrid device for electrical impedance tomography and bioelectrical impedance spectroscopy measurement.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014
2013
Proceedings of the 12th IFAC Conference on Programmable Devices and Embedded Systems, 2013
2012
Built-in Smartphone Accelerometer Motion Pattern Recognition Using Wavelet Transform.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012
2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009