Imperial College London Featured PhD Programmes
Gdansk University of Technology Featured PhD Programmes
University of Reading Featured PhD Programmes

Robust Cognitive Radio Resource and Topology Management for 5G Heterogeneous Networks

   Department of Electronic Engineering

This project is no longer listed on and may not be available.

Click here to search for PhD studentship opportunities
  Prof D Grace  Applications accepted all year round  Self-Funded PhD Students Only

About the Project

This project will explore how learning and reasoning should be applied to radio resource and topology management strategies in 5G and beyond 5G heterogeneous networks, while ensuring that they remain robust to mobile device malfunction and system attacks, which exploit the distributed nature of the control. Strategies could include machine learning and other artificial intelligence approaches, possibly applied using game theoretic techniques. The purpose of the project will be to show how, by applying these forms of artificial intelligence, it is possible to improve the robustness, flexibility and usage of pooled radio spectrum, while generating more energy efficient network topologies, both on a local and system wide basis. The project will establish where the learning/reasoning should best reside (nodes and/or network), and also the degree of control information exchange required between nodes. A mixture of simulation and analysis will be used to assess performance.

Entry requirements:
Candidates should have (or expect to obtain) a minimum of a UK upper second class honours degree (2.1) or equivalent in Electronic and Electrical Engineering, Physics, Computer Science, Mathematics, Music Technology or a closely related subject.

How to apply:
Applicants should apply via the University’s online application system at Please read the application guidance first so that you understand the various steps in the application process.

Funding Notes

This is a self-funded project and you will need to have sufficient funds in place (eg from scholarships, personal funds and/or other sources) to cover the tuition fees and living expenses for the duration of the research degree programme. Please check the Electronic Engineering website for details about funding opportunities at York.
PhD saved successfully
View saved PhDs