Projects per year
I am a Senior Lecturer in the Dept. Electronic and Electrical Engineering with interests in (deep) machine learning, data analytics, and the Internet of Things. The emphasis if firmly on the industrial application of these technologies.
- EE106 Engineering Design for Software Development 1: gentle introduction to computer programming using Python.
- EE320 Signals and Systems: signal processing concepts.
- EE471 Communications Networks: foundation in communication and computer networking concepts and protocols.
Given the increasing volume and variety of data that is being generated across economic and industrial sectors, a key area of interest is the extraction of meaningful and actionable information from heterogeous data sets. This involves research into data analytics and multicore programming solutions. This in trun motivates an interest both in Cloud Computing and Big Data analytics.
I also have a long interest in future internet technologies, including Mobile IPv6 mobility solutions, Internet of Things (IoT), and intelligent in-building control systems.
Expertise & Capabilities
I have experience and expertise in the following areas:
- The industrial application of machine learning for diagnostics and prognostics, partial discharge monitoring, and intrusion detection systems;
- Wireless Sensor Networks, especially in harsh industrial environments;
- The Internet of Things;
- Multicore processing (e.g. GPUs etc.);
Doctor of Philosophy, University of Strathclyde
Master of Science, University of Strathclyde
Bachelor of Engineering, University of Strathclyde
- wireless sensor network
- Mobile Communications
- Machine Learning
- Artificial Intelligence
- Condition Monitoring
- Internet Engineering
- Computer Networking
- Big Data
Fostering Precision Agriculture and Livestock Farming through Secure Access to Large-Scale HPC-Enabled Virtual Industrial Experimentation Environment Empowering Scalable Big Data Analytics (H2020-ICT-2018-2020) (CYBELE)
1/01/19 → 31/12/21
Research Output per year
Auction-based network selection in a market-based framework for trading wireless communications servicesKonka, J. W., Andonovic, I., Michie, W. & Atkinson, R., 31 Mar 2014, In : IEEE Transactions on Vehicular Technology. 63, 3, p. 1365-1377 12 p.
Research output: Contribution to journal › Article
Research output: Contribution to journal › Special issue
Data for: "Image analysis framework with focus evaluation for in situ characterisation of particle size and shape attributes" (sample)
Cardona Amengual, J. (Creator), University of Strathclyde, 22 Mar 2018
Data for: "Wireless sensor network for radiometric detection and assessment of partial discharge in HV equipment"
Upton, D. (Creator), Saeed, B. (Creator), Mather, P. (Creator), Lazaridis, P. (Creator), Vieira, M. F. Q. (Creator), Atkinson, R. (Creator), Tachtatzis, C. (Creator), Segovia Garcia, M. D. C. (Creator), Judd, M. (Creator), Glover, I. A. (Creator), 3 Sep 2019
Student thesis: Doctoral Thesis
Student thesis: Doctoral Thesis
Activities per year
The Challenges in the Implementation of Cloud-based Precision Livestock Management Services ProvisionChristopher Davison (Contributor), Andrew Hamilton (Contributor), Robert Atkinson (Contributor), Christos Tachtatzis (Contributor), Walter Michie (Contributor), Ivan Andonovic (Speaker)
Activity: Talk or presentation types › Invited talk
Activity: Participating in or organising an event types › Participation in workshop, seminar, course