Introduction to the Ubiquitous Cognitive Navigation with AI Based Systems PhD

The Ubiquitous Cognitive Navigation with AI Based Systems PhD is a fully-funded studentship sponsored by the EPSRC Doctoral Landscape Awards (DLA), Cranfield University, and Spirent Communications. This PhD project aims to advance the development of intelligent and resilient navigation systems for autonomous transport.

Project Overview

The project focuses 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. The goal is to develop resilient Position, Navigation, and Timing (PNT) systems for autonomous transport, addressing a critical challenge in the UK's Net Zero transition.

Research Objectives

The research objectives include:

• Designing a smart cognitive navigation framework that can learn to make decisions on its own using signals from various sensors.
• Developing novel AI algorithms and validated navigation architectures for next-generation intelligent mobility solutions.
• Contributing to the UK's Net Zero transport strategy through the advancement of intelligent and resilient navigation systems.

Benefits and Opportunities

The student will have the opportunity to:

• Undertake two industry placements at Spirent Communications.
• Use high-tech simulation equipment and access valuable industry data.
• Present research at leading international conferences.
• Receive additional training in software-defined radio, hardware-in-the-loop testing, and advanced AI methods.
• Join a vibrant community and team of researchers at Cranfield University.

Entry Requirements

Applicants should have:

• A first or second-class UK honors degree or equivalent in a related discipline.
• Experience with programming (Python, MATLAB).
• A background in aerospace, computer science, robotics, or electrical engineering.
• Hands-on skills in implementing fusion/learning-based techniques in robotics or autonomous systems.
• An interest in autonomous systems and signal processing.
• A willingness to work with equipment and embedded platforms.

Funding

The studentship includes a bursary of £24,000 per annum, covering full tuition fees. To be eligible, applicants must be classified as a home student and have no restrictions on their stay in the UK.

Diversity and Inclusion

Cranfield University is committed to fostering equity, diversity, and inclusion. The university warmly encourages applications from students of all backgrounds, including those from underrepresented groups.

Cranfield Doctoral Network

Research students at Cranfield benefit from being part of a dynamic and professional study environment. The Cranfield Doctoral Network provides a platform for researchers to share ideas, collaborate, and access a tailored program of seminars and events.

Program Details

• Application Deadline: 08 Apr 2026
• Award Type: PhD
• Start Date: 01 Jun 2026
• Duration of Award: 3.5 years
• Eligibility: UK
• Reference Number: CRAN-0028

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Overview:

Cranfield University is a postgraduate-focused institution specializing in science, technology, engineering, and management. It is renowned for its strong industry links and practical approach to education.

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Services Offered:

Cranfield University offers a wide range of services to students, including:

Careers and Employability Service:

Provides guidance and support for career planning and job searching.

IT Services:

Offers access to computer labs, software, and technical support.

Libraries:

Provides access to extensive collections of books, journals, and online resources.

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Student Life and Campus Experience:

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Key Reasons to Study There:

Strong Industry Links:

Cranfield University has close relationships with numerous organizations, providing students with opportunities for internships, placements, and networking.

Practical Approach to Education:

The university emphasizes hands-on learning and real-world applications, preparing students for successful careers.

World-Class Facilities:

Cranfield boasts state-of-the-art facilities, including laboratories, workshops, and research centers.

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Academic Programs:

Cranfield University offers a variety of postgraduate programs, including:

Taught Degrees:

MSc programs in various fields, such as aerospace, energy, and management.

Research Degrees:

PhD and MPhil programs for students seeking to conduct advanced research.

Apprenticeships:

Level 7 apprenticeships for professionals seeking to enhance their skills and knowledge.

Professional Development:

Short courses and executive development programs for individuals and organizations.

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Other:

• Cranfield University has two campuses: Cranfield Campus and Cranfield University at Shrivenham.
• The university is committed to sustainability and has a strong track record in environmental research.
• Cranfield University is ranked highly in various international rankings, including those for sustainability and engineering.