Teaching

Graduate courses:

1. Smart Wearables II D, Spring 2024, Autumn 2025
2. 
   Smart Wearables
   Autumn 2023 (DICE-EV0002), Spring 2025 (ELEC-E7840)
3. 
   Internet protocols (ELEC-E7320)
   Spring 2017, 2018, 2019, 2020, 2021, 2022, 2023
4. 
   An Intensive Course on AR-based Cognitive Assistance Application Development (COM-EV)
   Spring 2019
5. 
   Energy-efficient mobile computing (CSE-E5440)
   Spring 2016

Undergraduate courses:

1. Basic Principles in Networking (ELEC-C7420)
   Spring 2019, 2020, 2022, 2023, 2024, 2025

Master’s theses (25):

1. Towards an efficient approach for seamless switching between isolated access networks  Jiehong Mo, 2024
2. Efficient online continual learning for sensor-based human activity recognition
   Yao Zhang, 2024
3. Scalable publish-subscribe architecture for industrial machine-to-machine communications
   Väinö Kurula, 2024

4. Design and development of an interactive mobile application for wearable sensor data collection and visualization: A user-centric approach
   Jack Bergkulla, 2024

5. Designing and Evaluating Knitted Strain Sensors for Measuring Joint Motion
   Ilona Mattila, 2024

6. Functional Verification of Frequency Offset Correction Hardware Accelerator IP Used in Beamforming Multiplication Module for 5G/6G uplink SoC
   Mingli Ma, 2024
7. Occupancy Level Estimation in an Indoor Environment for Building Automation
   Neha Sood, 2023
8. 
   A software solution for performance monitoring and decoding for Long-Term Evolution (LTE)-based Internet of Things (IoT) devices
   Jiamin Yan, 2023
9. 
   Emotion Recognition based on Physiological Signals
   Min Tian, 2023
   
10. 
    Visual Object Detection for Drones: A Domain Adaptation Perspective
    Weijiang Xiong, 2022
11. 
    Multi-Layered Woven Fabrics for Application of Piezoresistive Pressure-sensitive E-textile
    Jingting Ma, 2022 (Aalto/ARTS)
12. 
    Wireless Haptic System Design for a Multiplayer VR Game Scenario
    Wan-ting Hsieh, 2021 (Aalto/ARTS)
13. 
    Designing for VR-based stroke rehabilitation – Using vibrotactile feedback in arm motion guidance for stroke patients
    Tim Moesgen, 2021 (Aalto/ARTS)
14. 
    QoI-oriented incentive mechanisms for vehicle-based visual crowdsourcing
    Rafael Pires Orozco, 2021
15. 
    User experience design of a virtual reality application for mechanical assembly training
    Maimuna Syed, 2020
16. 
    Vision-based road construction site detection and localization
    Krishna Kumar Karthikeyan, 2020
17. 
    Design of AI/ML based resource management solutions for beyond-5G networks
    Waqar Abbas, 2020
18. 
    Wearable Assistance System for Early Phase of Post-Stroke Rehabilitation
    Ilpo Härkönen, 2020
19. 
    Design and implementation of a virtual reality application for mechanical assembly training
    Jasse Lahdenperä, 2019
20. 
    Augmented Reality Solution for Facilities Maintenance with BIM
    Mao Lin, 2019
21. 
    Gamification in video labeling
    Samuel Suikkanen, 2019
22. 
    Accelerated DPDK in containers for networking nodes
    Rohan Krishnakumar, 2019
23. 
    Resource management in container-based mobile edge computing
    Muhammad Farooq Tufail, 2018
24. 
    Scene reconstruction from 3D point clouds
    Ekman Pekka, 2017 | 
25. 
    Measuring and analyzing energy consumption of the data center
    Theodosios Makris, 2017  | 

Bachelor’s theses (at Aalto University) (23):

1. A review of datasets and performance metrics used in the development of visual object tracking algorithms  Dennis Magnusson, 2024
2. Isolating low latency traffic in a network and lowering queuing latency using L4S
   Jaakko-Juhani Lunden, 2023
3. 
   A survey on localisation methods for autonomous ground vehicles
   Nuutti Henriksson, 2022
4. 
   Prototyping of a smart glove for CPR training
   Adilet Beketov, 2021 (advisor: Emmi Pouta)
5. 
   Prototyping of smart gloves for CPR training based on haptic feedback
   Dias Tlekbay, 2021 (advisor: Emmi Pouta)
6. 
   5G mobile network characteristics and measurement using Android
   Henri Munter, 2021
7. 
   Augmented reality based CPR training assistance
   Kalle Kivimaa, 2020
8. 
   Recognition of road markings using computer vision
   Markus Tuominen, 2020
9. 
   A wearable sensing application for CPR training
   Santeri Sipilä, 2020
10. 
    A webtool for e-textiles design
    Roope Lehikoinen, 2019
11. 
    5G for automated and connected cars
    Markku Leppälä, 2019  | 
12. 
    User experience in healthcare applying augmented reality (Advisor: Jihye Lee)
    Felipe Gonzalez Carceller, 2019
13. 
    On estimating energy expenditure of physical activities from videos: overview, applications and potential approaches (Advisor: Petr Byvshev)
    Petri Jehkonen, 2019
14. 
    A virtual reality game for physical therapy
    Mikko Etelätalo, 2018  | | Demo
15. 
    Drive data visualization using augmented reality
    Nathan Marcalle Nylund, 2018  | 
16. 
    Using vision-based methods for object detection in traffic
    Rickard Hellström, 2018  | 
17. 
    Hand gesture recognition using smart watches (Advisor: Yuki Sato)
    Kasper Keinänen, 2018  | 
18. 
    A survey on services and applications for connected vehicles
    Tuomo Kivekäs, 2017  | 
19. 
    A survey on infrastructure-free indoor localization techniques
    Paavo Pärssinen, 2017  | 
20. 
    Vehicular fog computing
    Jukka Laakko, 2017 | 
21. 
    A survey on AR systems and applications
    Jesse Nieminen, 2017  | 
22. 
    Floor plan reconstruction from 3D point cloud
    Jasse Lahdenperä, 2016  | 
23. 
    A web-based augmented reality content editor
    Markus Murhu, 2016|