The post is part of a project "Sensing Beyond Barriers".
The key idea here is to exploit a co-design between hardware and algorithms to go beyond conventional barriers in digital data acquisition.
The Research Associate will work on the foundational aspects of signal processing, in particular Unlimited Sensing with applications tied to the general areas of signal processing including sampling theory, reconstruction algorithms and computational imaging.
Among other aspects, the key idea here is the joint design of hardware and algorithms that enable systems to go beyond conventional barriers in digital data acquisition.The purpose of the post is to carry out research programmes in developing mathematical models, devising efficient algorithms and benchmarking the algorithms on experimental data (wherever applicable).
The Research Associate will be expected to submit publications to flagship refereed journals and to attract external research funding.Other aspects of the post include undertaking project management, collaborate with academic and industry partners and/or supervise multi-disciplinary teams.
Candidates who have not yet been officially awarded their PhD will be appointed as Research Assistant within the full-time salary range £ 43,003- £ 46,297 per annum EducationResearch Associate:Hold a PhD (or equivalent) in the general area of Inverse ProblemsSignal ProcessingApplies Mathematics, or a closely relate discipline Research Assistant:Near completion of a PhD (or equivalent) in the general area of Inverse ProblemsSignal ProcessingApplied Mathematics, or closely related discipline ExperienceStrong track record evidenced via publications in IEEE Transactions and IEEE flagship conferences, SIAM, Inverse Problems or equivalent venues is a must.Practical experience in a broad range of techniques, including: Design and optimisation of signal processing systems.Design of experiments to validate ideas.implementation of algorithms via hardware, where possible.
KnowledgeKnowledge of the Unlimited Sensing Framework, in particular, with the publications from the research group of Dr. Bhandari.Solid background in developing signal or imaging processing algorithms as evidenced via publications, for instance in IEEE TransactionsFamiliarity with Fourier AnalysisKnowledge in the general areas of Sampling TheoryHarmonic AnalysisInverse ProblemsSignal and Image Processing.
Please note that job descriptions cannot be exhaustive, and the post-holder may be required to undertake other duties, which are broadly in line with the above key responsibilities.
are at the root of everything we do and everyone in our community is expected to demonstrate Imperial: RespectCollaborationExcellenceIntegrityInnovation Employees are also required to comply with all Imperial policies and regulations.We are committed to equality of opportunity, to eliminating discrimination and to creating an inclusive working environment for all.
We encourage candidates to apply irrespective of age, disability, marriage or civil partnership status, pregnancy or maternity, race, religion and belief, gender reassignment, sex, or sexual orientation.
You can read more about our commitment .