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This fully-funded PhD studentship, sponsored by the EPSRC Doctoral Landscape Awards (DLA), Cranfield University and Spirent Communications, offers a bursary of £24,000 per annum, covering full tuition fees. This PhD project in the area of autonomy, navigation and artificial intelligence, aims to advance the development of intelligent and resilient navigation systems for autonomous transport. While autonomy is becoming more integrated into modern mobility, the reliability of Position, Navigation and Timing (PNT) systems-especially in environments where GNSS signals are denied or degraded-remains a critical challenge. This project will focus on designing AI-driven cognitive navigation solutions that can adaptively fuse multiple sensor sources under uncertainty, enabling safe and efficient operation of autonomous systems in complex, real-world conditions.This PhD project aims to develop resilient Position, Navigation and Timing (PNT) systems for autonomous transport, addressing a critical challenge in the UK's Net Zero transition. Current satellite dependent navigation remains vulnerable to interference, jamming and signal degradation, causing serious problems for safe and efficient transport. By integrating artificial intelligence (AI), multi-sensor fusion, and cognitive systems, the research will pioneer robust navigation architectures. These improvements are key to making future transport systems safer, more efficient, and more sustainable.The aim of this project is to design a smart cognitive navigation framework that information from various sensors and learn to make decisions on its own. It will use signals from different sources-such as radio signals and internal sensors- to maintain robust and accurate PNT, even when satellite signals are weak or missing. A built-in intelligent system will manage and adjust the way information is used in real time.Cranfield University is a globally recognised postgraduate institution focused on applied research and strong links with industry. The project is co-sponsored by Spirent Communications, a world leader in navigation and testing technology. Spirent will provide advanced simulation tools, expert support, and industry placements to help make this research more impactful and real-world ready.The project will advance intelligent and resilient navigation systems, contributing to the UK’s Net Zero transport strategy. Outcomes will include novel AI algorithms, validated navigation architectures, and new insights into next-generation intelligent mobility solutions.The student will undertake two industry placements at Spirent, use high-tech simulation equipment, and have access to valuable industry data. The student will benefit from opportunities to present at leading international conferences. Additional training in software-defined radio, hardware-in-the-loop testing, and advanced AI methods will further enrich the student’s research experience.The student will have the opportunity to join a vibrant community and team of researchers. This project will offer comprehensive training in autonomous navigation, AI, and sensor fusion, along with transferable skills in project management, technical writing, teamwork, and public engagement. Graduates will be well-positioned for careers in academia, autonomous system and aerospace industries.
