Timo Hämäläinen

Research interests

Publications

• AoI-Energy Tradeoff for Data Collection in UAV-Assisted Wireless Networks

  IEEE Transactions on Communications · 2023 · 10.1109/tcomm.2023.3337400

• Robust Beamforming Design for RIS-Aided Integrated Sensing and Communication System

  IEEE Transactions on Intelligent Transportation Systems · 2023 · 10.1109/tits.2023.3248145

• Internet of Things for Sustainable Smart Education: An Overview

  Sustainability · 2022 · 10.3390/su14074293

• Tiny Machine Learning for Resource-Constrained Microcontrollers

  Journal of Sensors · 2022 · 10.1155/2022/7437023

• Driver Distraction Detection Using Bidirectional Long Short-Term Network Based on Multiscale Entropy of EEG

  IEEE Transactions on Intelligent Transportation Systems · 2022 · 10.1109/tits.2022.3159602

• An Efficient and Privacy-Preserving Blockchain-Based Authentication Scheme for Low Earth Orbit Satellite-Assisted Internet of Things

  IEEE Transactions on Aerospace and Electronic Systems · 2022 · 10.1109/taes.2022.3187389

• Value iteration and adaptive optimal output regulation with assured convergence rate

  Control Engineering Practice · 2022 · 10.1016/j.conengprac.2021.105042

• Factors affecting Nigerian teacher educators’ technology integration: Considering characteristics, knowledge constructs, ICT practices and beliefs

  Computers & Education · 2019 · 10.1016/j.compedu.2019.103760

• Machine learning classification model for Network based Intrusion Detection System

  Journal · 2016 · 10.1109/icitst.2016.7856705

• An Intrusion Detection System for Fog Computing and IoT based Logistic Systems using a Smart Data Approach

  Jyväskylä University Digital Archive (University of Jyväskylä) · 2016

• Increasing web service availability by detecting application-layer DDoS attacks in encrypted traffic

  Journal · 2016 · 10.1109/ict.2016.7500408

• Online anomaly detection using dimensionality reduction techniques for HTTP log analysis

  Computer Networks · 2015 · 10.1016/j.comnet.2015.07.019

• Analysis of HTTP Requests for Anomaly Detection of Web Attacks

  Journal · 2014 · 10.1109/dasc.2014.79

• Robust Regulation of Distributed Parameter Systems with Infinite-Dimensional Exosystems

  SIAM Journal on Control and Optimization · 2010 · 10.1137/090757976

• Scheduling solution for the IEEE 802.16 base station

  Computer Networks · 2007 · 10.1016/j.comnet.2007.09.021

• Ensuring the QoS requirements in 802.16 scheduling

  Journal · 2006 · 10.1145/1164717.1164737

• Cognitive performance and attachment patterns at four years of age in extremely low birth weight infants after early intervention

  European Child & Adolescent Psychiatry · 2001 · 10.1007/s007870170035

• A finite-dimensional robust controller for systems in the CD-algebra

  IEEE Transactions on Automatic Control · 2000 · 10.1109/9.847722

Current projects

No projects listed.