Soft Sensing and Actuation for Upper Limb Rehabilitation

Strokes are a major healthcare problem for UK, and around 150,000 people have a stroke in UK every year. Almost three quarters of them experience upper-limb extremities and require a long period of active rehabilitation to partially restore functionality of the paretic limbs. However, effective rehabilitation requires long, intense, frequent, and task-specific therapy sessions, but the cost and limited availability of therapists have prevented these requirements from being met to a satisfactory level. To solve this problem, this project proposes a soft sensing and actuation system to minimise the involvement of therapists and deliver therapeutic exercise automatically at patients’ daily living environment.

<p>Formal applications for research degree study should be made online through the <a href="https://www.leeds.ac.uk/research-applying/doc/applying-research-degrees">University's website</a>. Please state clearly in the Planned Course of Study section that you are applying for <em><strong>PHD Electronic & Electrical Engineering FT</strong></em>, in the research information section that the research degree you wish to be considered for is <em><strong>Soft Sensing and Actuation for Upper Limb Rehabilitation</strong></em> as well as <strong>Professor Zhiqiang Zhang</strong> as your proposed supervisor and in the finance section, please state clearly <em><strong>the funding that you are applying for, if you are self-funding or externally sponsored</strong></em>.</p> <p>If English is not your first language, you must provide evidence that you meet the University's minimum English language requirements (below).</p> <p><em>As an international research-intensive university, we welcome students from all walks of life and from across the world. We foster an inclusive environment where all can flourish and prosper, and we are proud of our strong commitment to student education. Across all Faculties we are dedicated to diversifying our community and we welcome the unique contributions that individuals can bring, and particularly encourage applications from, but not limited to Black, Asian, people who belong to a minority ethnic community, people who identify as LGBT+ and people with disabilities. Applicants will always be selected based on merit and ability.</em></p> <h2>Key facts</h2> <dl> <dt>Type of research degree</dt> <dd>PhD</dd> <dt>Application deadline</dt> <dd>Ongoing deadline</dd> <dt>Project start date</dt> <dd>Wednesday 1 October 2025</dd> <dt>Country eligibility</dt> <dd>International (open to all nationalities, including the UK)</dd> <dt>Funding</dt> <dd>Non-funded</dd> <dt>Supervisors</dt> <dd><a href="https://eps.leeds.ac.uk/electronic-engineering/staff/15542/professor-zhi-qiang-zhang">Professor Zhiqiang Zhang</a></dd> <dt>Schools</dt> <dd>School of Electronic and Electrical Engineering</dd> <dt>Research groups/institutes</dt> <dd>Institute of Robotics, Autonomous Systems and Sensing</dd> </dl> <h2>Summary</h2> <p>Musculoskeletal models are highly valuable in investigating musculoskeletal diseases, in particular in preventing and slowing the progression of different musculoskeletal conditions, which are the leading cause of pain and disability in England and account for one of the highest causes of sickness absence and productivity loss. In the UK, 10.8 million days are lost as a consequence of musculoskeletal conditions, and 1 in 4 of the adult population (many being young and of working age) are affected which is around 9.6 million adults and 12,000 children. This project aims to create clinically friendly models which can be used with minimal input and experience by healthcare professionals to perform biomechanical analysis. The potential applications ranges from optimisation of rehabilitation programs, athlete training, prosthetic/orthosis design and control to disease characterisation, surgical pre-planning and interventions assessment.</p> <h2>How to apply</h2> <p> </p> <p>Formal applications for research degree study should be made online through the <a href="https://www.leeds.ac.uk/research-applying/doc/applying-research-degrees">University's website</a>. Please state clearly in the Planned Course of Study section that you are applying for <em><strong>PHD Electronic & Electrical Engineering FT</strong></em>, in the research information section that the research degree you wish to be considered for is <em><strong>Computational Neuromusculoskeletal Modelling</strong></em> as well as <strong>Professor Zhiqiang Zhang</strong> as your proposed supervisor and in the finance section, please state clearly <em><strong>the funding that you are applying for, if you are self-funding or externally sponsored</strong></em>.</p> <p>If English is not your first language, you must provide evidence that you meet the University's minimum English language requirements (below).</p> <p><em>As an international research-intensive university, we welcome students from all walks of life and from across the world. We foster an inclusive environment where all can flourish and prosper, and we are proud of our strong commitment to student education. Across all Faculties we are dedicated to diversifying our community and we welcome the unique contributions that individuals can bring, and particularly encourage applications from, but not limited to Black, Asian, people who belong to a minority ethnic community, people who identify as LGBT+ and people with disabilities. Applicants will always be selected based on merit and ability.</em></p> <p>Applications will be considered on an ongoing basis.  Potential applicants are strongly encouraged to contact the supervisors for an informal discussion before making a formal application.  We also advise that you apply at the earliest opportunity as the application and selection process may close early, should we receive a sufficient number of applications or that a suitable candidate is appointed.</p> <p><strong>Please note that you must provide the following documents in support of your application by the closing date of Monday 6 January 2025 if applying for the China Scholarship Council-University of Leeds Scholarship, Monday 3 February 2025 if applying for Leeds Doctoral Scholarship or Tuesday 1 April 2025 for Leeds Opportunity Research Scholarship.</strong></p> <p>If you are applying with external sponsorship or you are funding your own study, please ensure you provide your supporting documents at the point you submit your application:</p> <ul> <li>Full Transcripts of all degree study or if in final year of study, full transcripts to date</li> <li>Personal Statement outlining your interest in the project</li> <li>CV</li> </ul>

Applicants to research degree programmes should normally have at least a first class or an upper second class British Bachelors Honours degree (or equivalent) in an appropriate discipline. The criteria for entry for some research degrees may be higher, for example, several faculties, also require a Masters degree. Applicants are advised to check with the relevant School prior to making an application. Applicants who are uncertain about the requirements for a particular research degree are advised to contact the School or Graduate School prior to making an application.

The minimum English language entry requirement for research postgraduate research study is an IELTS of 6.0 overall with at least 5.5 in each component (reading, writing, listening and speaking) or equivalent. The test must be dated within two years of the start date of the course in order to be valid. Some schools and faculties have a higher requirement.

<p><strong>Self-Funded or externally sponsored students are welcome to apply.</strong></p> <p><strong>UK</strong> – The <a href="https://phd.leeds.ac.uk/funding/138-leeds-doctoral-scholarship-2025-faculty-of-engineering-and-physical-sciences#:~:text=Key%20facts&text=One%20Leeds%20Doctoral%20Scholarship%20is,rata%20for%20part%2Dtime%20study.">Leeds Doctoral Scholarship</a> <strong>(closing date: Monday 3 February 2025)</strong> and <a href="https://phd.leeds.ac.uk/funding/234-leeds-opportunity-research-scholarship-2022">Leeds Opportunity Research Scholarship</a> <strong>(closing date: Tuesday 1 April 2025)</strong> are available to UK applicants.  <a href="https://phd.leeds.ac.uk/funding/60-alumni-bursary">Alumni Bursary</a> is available to graduates of the University of Leeds.</p> <p><strong>Non-UK</strong> – The <a href="https://phd.leeds.ac.uk/funding/48-china-scholarship-council-university-of-leeds-scholarships-2021">China Scholarship Council - University of Leeds Scholarship</a> is available to nationals of China <strong>(closing date: Monday 6 January 2025)</strong>. The <a href="https://phd.leeds.ac.uk/funding/73-leeds-marshall-scholarship">Leeds Marshall Scholarship</a> is available to support US citizens. <a href="https://phd.leeds.ac.uk/funding/60-alumni-bursary">Alumni Bursary</a> is available to graduates of the University of Leeds.</p> <p>You will be responsible for paying the overtime fee in full in your writing up/overtime year (£320 in Session 2024/25), but the scholarship maintenance allowance will continue to be paid for up to 6 months in the final year of award.</p> <p><strong>Important:</strong> Please note that that the award does <em><strong>not</strong></em> cover the costs associated with moving to the UK.  All such costs (<a href="https://www.leeds.ac.uk/international-visas-immigration/doc/applying-student-visa">visa, Immigration Health Surcharge</a>, flights etc) would have to be met by yourself, or you will need to find an alternative funding source. </p> <p>Please refer to the <a href="https://www.ukcisa.org.uk/">UKCISA</a> website for information regarding Fee Status for Non-UK Nationals.</p>

<p>For further information about this project, please contact Professor Zhiqiang Zhang by email to <a href="mailto:z.zhang3@leeds.ac.uk">z.zhang3@leeds.ac.uk</a></p> <p>For further information about your application, please contact PGR Admissions by email to <a href="mailto:phd@engineering.leeds.ac.uk">phd@engineering.leeds.ac.uk</a></p>