EEEN44441
Multi-Sensor Signal Processing & Imaging
15
Semester 2
Undergraduate
Level 4
Wuqiang Yang
Unit coordinator
Anthony Peyton
Unit coordinator
1
FHEQ level (Framework for Higher Education Qualifications) ' Masters/Integrated Masters P4 '
European Credit Transfer & Accumulation System Rating : 7.5
<ul><li>Introduction to sensor fusion for multi-sensor systems and tomography imaging.</li><li>Hard-field tomography: x-ray, gamma-ray, optical and terahertz tomography. Sensing principles. Introduction to algorithms for hard-field reconstruction. Software design. Hardware design: sources, detectors and measurement “train”. State-of-the-art in hard-field process tomography. Multi-sensor, multi-modality approach. </li><li>Soft-field tomography: electrical impedance and capacitance tomography, electromagnetic tomography. Sensing techniques. Hardware design: sensors, measuring circuits and calibration. Soft-field reconstruction and software design, applications. State-of-the-art in soft-field process tomography. </li><li>MRI principles, imaging methods and applications. </li></ul>
<ul><li>Introduction to sensor fusion for multi-sensor systems and tomography imaging.</li><li>Hard-field tomography: x-ray, gamma-ray, optical and terahertz tomography. Sensing principles. Introduction to algorithms for hard-field reconstruction. Software design. Hardware design: sources, detectors and measurement “train”. State-of-the-art in hard-field process tomography. Multi-sensor, multi-modality approach. </li><li>Soft-field tomography: electrical impedance and capacitance tomography, electromagnetic tomography. Sensing techniques. Hardware design: sensors, measuring circuits and calibration. Soft-field reconstruction and software design, applications. State-of-the-art in soft-field process tomography. </li><li>MRI principles, imaging methods and applications. </li></ul>
<p><strong>The programme unit aims to:</strong></p><ul><li>Introduce students to theoretical and practical fundamentals of signal and data processing for multi-sensor systems, addressing in detail the underlying principles, measurement techniques, image reconstruction and system design the example case of tomography imaging. </li><li>Introduce students to the various aspects of multi-sensor data fusion for tomography imaging applications: medical, industrial, security. </li><li>Enable students to undertake simple designs of multi-sensor and tomography imaging systems. </li><li>Prepare students for Research and Development (R&D), academic or other employment in this area</li></ul>
<p><strong>On successful completion of the course, a student will be able to:</strong></p><p><strong>ILO 1:</strong> Perform back projection image reconstructions for soft field and hard field.</p><p><strong>ILO 2:</strong> Perform conceptual designs of simple multi-sensor tomography systems.</p><p><strong>ILO 3: </strong>Analyse the industrial needs and match them with existing technology; identify the needs for development of new technology and the basic drivers and developments in industrial multi-sensor systems.</p><p><strong>ILO 4: </strong>Define the inverse problem in a particular imaging scenario as an approach to sensor fusion.</p><p><strong>ILO 5: </strong>Identify the motivation for multi-sensor fusion and the value of tomography imaging.</p><p><strong>ILO 6: </strong>Describe the physical and engineering principles of instrumentation for hard-field and soft field imaging.</p>
<p>Lectures, Pre-recorded videos, Tutorials, Practical Work/ Laboratory and Private Study</p>
1
Written exam
70%
2
Written assignment (inc essay)
30%
<p>.</p>
N
<p>Kak, Avinash C. (Avinash Carl),Principles of computerized tomographic imaging, IEEE Engineering in Medicine and Biology Society. Conference. Type: Book ISBN: 0879421983 Available At: Main Library Blue Area Floor 3 616.0757 KAK</p><p>Computed tomography fundamentals, system technology, image quality, applications</p><p>Kalender, Willi A. Type: Book ISBN: 9783895786440 Edition: 3rd ed.</p><p>Measurement Science and Technology, Volume 17, Number 8, August 2006</p><p>K.J. Binns, P.J. Lawrenson, C.W. Trowbridge, The analytical and numerical solution of electric and magnetic fields: Wiley 1992</p><p>Jianming Jin, The finite element method in electromagnetics: John Wiley & Sons 3rd ed. (2014)</p>
Lectures
24
Practical classes & workshops
6
Tutorials
9
0
111