Accessibility statement

AI enabled wireless

AI techniques have great potential in providing efficient adaptation of wireless communication systems in dynamic wireless environments. Our research group has one of the largest academic teams in the UK dedicated to the application of AI to wireless communication systems.

We have successfully applied a range of AI algorithms to radio resource assignment problems. Machine learning techniques have been exploited for the purpose of channel assignment and energy-efficient topology management, including reinforcement learning, transfer learning and case-based learning. Cross-layer design is inherent in order to maximise the utility of the radio spectrum.

Projects