Publications

Auction-based network selection in a market-based framework for trading wireless communications services

Konka Jakub, Andonovic Ivan, Michie Walter, Atkinson Robert

IEEE Transactions on Vehicular Technology Vol 63, pp. 1365-1377 (2014)

https://doi.org/10.1109/TVT.2013.2280344

An advanced SOM algorithm applied to handover management within LTE

Sinclair Neil, Harle David, Glover Ian, Irvine James, Atkinson Robert

IEEE Transactions on Vehicular Technology Vol 62, pp. 1883-1894 (2013)

https://doi.org/10.1109/TVT.2013.2251922

Estimation of impulsive noise in an electricity substation

Shan Q, Glover IA, Atkinson RC, Bhatti S, Portugues I, Moore PJ, Rutherford R, Vieira MFQ, Lima AMN, de Souza BA

IEEE Transactions on Electromagnetic Compatibility Vol 53, pp. 653-663 (2011)

https://doi.org/10.1109/TEMC.2010.2092782

RAID 6 hardware acceleration

Gilroy Michael, Irvine J, Atkinson RC

ACM Transactions in Embedded Computing Systems Vol 10 (2011)

https://doi.org/10.1145/2043662.2043667

Coherent load profile synthesis with conditional diffusion for LV distribution network scenario generation

Brash Alistair, Tachtatzis Christos, Stephen Bruce, Lu Junyi, Brown Blair David, Atkinson Robert, Michie Craig

Sustainable Energy, Grids and Networks (2026)

https://doi.org/10.1016/j.segan.2026.102264

Signal-based malware classification using 1D CNNs

Wilkie Jack, Hindy Hanan, Andonovic Ivan, Tachtatzis Christos, Atkinson Robert

Cybersecurity Vol 9 (2026)

https://doi.org/10.1186/s42400-025-00454-6

More publications

Teaching

• 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.

Research Interests

My research focusses on the entire data processing pipeline from data collection and storage, through data cleansing, parallelisation of feature extraction approaches, deployable dimensionailty reduction streategies, hyperparameter optiisation and the production of machine learning models.

The work is carried out in tandem with industry, with application areas that include partial discharge localisation, predictive maintenance of moving equipment, intrusion detetcion systems, and deception for cyber resillience. 

Professional Activities

Network Intrusion Detection using AI

Speaker

31/5/2029

PNDC Knowledge Exchange Forum: Spring 2025

Participant

25/3/2025

Augmenting cattle tracking efficiency through monocular depth estimation

Contributor

26/9/2024

DEFGRID - The Utility DSbD Demonstrator

Speaker

30/5/2024

Health and Care Futures: thematic areas workshop

Participant

30/5/2024

NHS Lanarkshire

Visiting researcher

2/4/2024

More professional activities

Projects

Frailty Analysis Phase 2: Visualisation

Atkinson, Robert (Principal Investigator)

01-Jan-2025 - 31-Jan-2025

Frailty Analysis Phase 1: Data Collection and Validation

Atkinson, Robert (Principal Investigator)

01-Jan-2025 - 31-Jan-2025

DelugeAI: A review of the emerging opportunities of using artificial intelligence for flood forecasting in Scotland

White, Chris (Principal Investigator) Atkinson, Robert (Co-investigator) Bertram, Doug (Co-investigator) Nieradzinska, Kamila (Research Co-investigator)

05-Jan-2025 - 30-Jan-2025

Development & Commercialisation of the world’s first technology enabling 100% of Post Consumer recycled bottles (rPET), to be remanufactured into “as new”, PET Bottles :PET-Yield

Atkinson, Robert (Principal Investigator) Cardona Amengual, Javier (Co-investigator) Liggat, John (Co-investigator) Nordon, Alison (Co-investigator) Tachtatzis, Christos (Co-investigator) Wagner, Beverly (Co-investigator) Wilson, Juliette (Co-investigator)

01-Jan-2022 - 31-Jan-2023

Predictive maintenance for offshore wind turbines

Atkinson, Robert (Principal Investigator) Andonovic, Ivan (Co-investigator) Cardona Amengual, Javier (Co-investigator) Carroll, James (Co-investigator) McMillan, David (Co-investigator) Tachtatzis, Christos (Co-investigator)

01-Jan-2022 - 31-Jan-2022

EPSRC IAA: Udersea Cable Data Analysis

Atkinson, Robert (Co-investigator)

01-Jan-2022 - 31-Jan-2026

More projects