This opportunity is now closed.

Funded PhD Opportunity

Modelling Human-Like Movement with Applications to Smart Environments and Human-Robot Interaction

Subject: Computer Science and Informatics


Summary

Understanding and predicting human movement is an important scientific endeavour with applications to rehabilitation, security/surveillance, smart environments, robotics, etc. Specifically, in Smart Environments (SE) and Human-Robot Interaction (HRI) models of human movement allow to anticipate human actions, therefore enabling predictive automation – e.g. in smart homes –, to detect irregular motion patters, and to adapt robot behaviour in view of a human’s intentions.

This project will develop a novel methodology for modelling human-like movement using advanced machine-learning techniques. Specifically, the work will focus on modelling human navigation in indoor environments, and object manipulation. The new methodology will make use of dynamical systems learning and non-linear systems identification as a comparative baseline. The models obtained will be tested in a smart environment setting to predict people’s behaviour and to detect deviation from normal movement.

The goal of this project is to develop, implement and test a novel methodology for the modelling and generation of human-like movement. The expected research outcome is a novel methodology to obtain movement models applied to human motion prediction and comparison in Smart Environments with applications to other areas like human-like motion generation in Robots.


Essential criteria

  • Upper Second Class Honours (2:1) Degree or equivalent from a UK institution (or overseas award deemed to be equivalent via UK NARIC)

Desirable Criteria

If the University receives a large number of applicants for the project, the following desirable criteria may be applied to shortlist applicants for interview.

  • First Class Honours (1st) Degree
  • Masters at 70%

Funding

    Vice Chancellors Research Scholarships (VCRS)

    The scholarships will cover tuition fees and a maintenance award of £14,777 per annum for three years (subject to satisfactory academic performance). Applications are invited from UK, European Union and overseas students.

    DFE

    The scholarship will cover tuition fees at the Home rate and a maintenance allowance of £ 14,777 per annum for three years. EU applicants will only be eligible for the fees component of the studentship (no maintenance award is provided).  For Non EU nationals the candidate must be "settled" in the UK.


Other information


The Doctoral College at Ulster University


Reviews

As Senior Engineering Manager of Analytics at Seagate Technology I utilise the learning from my PhD ever day

Adrian Johnston - PhD in Informatics

Watch Video  

Key dates

Submission deadline
Monday 19 February 2018

Interview Date
9 to 23 March 2018


Contact supervisor

Dr Jose Santos


Other supervisors


Applying

Apply Online

Related Funded Opportunities in: Computer Science and Informatics ,

Computing

Subject:
Computer Science and Informatics

 View Details

Intelligent Systems

Subject:
Computer Science and Informatics

 View Details

CHIC: Behavioural modelling based on opportunistic sensing techniques within IoT (Computing)

Closing date:
Tuesday 5 November 2019
Subject:
Computer Science and Informatics

 View Details