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Vestiging:
Opdrachtnr.: 2013.1.006
Afdeling:
Studierichting: Elektrotechniek/Toegepaste Wiskunde/Technische Natuurkunde - Electrical Engineering/Applied Mathematics/Applied Physics
Niveau: WO
Achtergrond: Compressive Sensing (CS) is a new paradigm in sensing (blooming since 2004) that works with a reduced number of measurements for a comparable sensing result. CS offers great potential for reducing complexity and costs, not only in video cameras and medical sensors but also, in radar and communication systems. There are various applications as well as specific common issues in both RF systems that can suit this promising paradigm. Examples of the CS-suitable applications are: array processing, analogue-to-digital conversion (ADC), detection, classification, estimation, etc. Specific issues are: noise, signal-to-noise ratio, resolution, waveforms, coding, data reduction, CS-grid match, etc.
The well-founded concept of CS has been extensively demonstrated on simulated data. The CS applicability is still to be demonstrated in realistic cases.
Title Opdracht : Practical Compressive Sensing in Radar and Communications
De Opdracht: Thales NL proposes an MSc thesis project whose aim is to investigate sensitivity of CS to the practical issues in signal processing (SP) from applications in radar and/or communication systems. Simulated as well as real measurements are to be used to demonstrate the CS applicability in realistic cases.
Proposed project planning:
• selecting the practical issue(s) and the SP application(s) of interest,
• studying CS, radar and/or communication systems and the SP application(s),
• (theoretically) investigating the practical issue(s) and possible solutions;
• implementing the CS analysis for the particular SP application(s) in MATLAB,
• testing the CS applicability with simulated data,
• evaluating the CS applicability with real data, and
• reporting the CS applicability in the SP application(s), in an MSc thesis.
Affiniteit: Strong background in signal processing;Experience in MATLAB;Good verbal and written communication skills in English
Vakkenpakket:
Afdelings- stagecoordinator:
Stagebegeleider: Radmila Pribic
Vervuld: Nee
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