Details of Award
NERC Reference : NE/X007243/1
Enabling Beyond-5G Industrial IoT through Intelligent Networking in Unlicensed Spectrum
Grant Award
- Principal Investigator:
- Dr P Assimakopoulos, University of Kent, Sch of Engineering & Digital Arts
- Grant held at:
- University of Kent, Sch of Engineering & Digital Arts
- Science Area:
- None
- Overall Classification:
- Unknown
- ENRIs:
- None
- Science Topics:
- Artificial Intelligence Agents
- Machine Learning (AI)
- Artificial Intelligence
- Internet of things
- Mobile systems & services
- Mobile Computing
- IT System Simulation
- Modelling & simul. of IT sys.
- RF & Microwave Technology
- MIMO
- Abstract:
- EPSRC : George Frangulea : EP/T518141/1 The use of 5G operating in unlicensed spectrum (NR-U) as an enabler for industrial Internet of Things (IIoT)/Industry 4.0 services (e.g., smart power grids, factory automation and connected hospital etc.), is a research area currently generating significant interest from both academia and industry (with vendors such as Nokia and Qualcomm and operators such as Orange actively engaged in this area). The purpose of the proposed project is to enhance reliability and spectrum utilisation and minimize latency in NR-U, by using intelligence informed by physical layer messages and data gathered through spectrum scanning. This type of intelligence will be achieved through the use of reinforcement learning (RL-a type of machine learning algorithm). The RL algorithm will leverage beamforming (a process by which a radio beam is formed in a particular direction) techniques within the frequency channel access procedure to enhance spatial-reuse (multiple devices communicating concurrently, using the same time/frequency resources), and overcome problems such as hidden and exposed nodes within the network. The overarching target of the system will be to ensure that stringent latency and reliability requirements of IIoT/Industry 4.0 services are met, to ensure the seamless coexistence with other wireless technologies and enable the seamless coexistence of services at different priority levels, within the same network (a critical step forward in meeting Industry 4.0 / IIoT quality-of-service requirements).
- NERC Reference:
- NE/X007243/1
- Grant Stage:
- Completed
- Scheme:
- NC&C NR1
- Grant Status:
- Closed
- Programme:
- Globalink Placement
This grant award has a total value of £11,608
FDAB - Financial Details (Award breakdown by headings)
| Exception - Other Costs |
|---|
| £11,608 |
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