PhotonIcs and Electromagnetics Research Symposium,
also known as Progress In Electromagnetics Research Symposium
PIERS Proceedings
PIER Journals
Published by The Electromagnetics Academy
Published: 2015-07-09
High Resolution Range Imaging via Model-based Compressed Sensing
By
Viktor Adler,
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    Viktor Adler

    CTU in Prague, Czech Republic

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B. Hils,
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    B. Hils

    Goethe University Frankfurt am Main, Germany

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Karel Hoffmann,
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    Karel Hoffmann

    Czech Technical University, Czech Republic

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Viktor Krozer,
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    Viktor Krozer

    Goethe University Frankfurt, Germany

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Markus Kuhnt,
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    Markus Kuhnt

    Goethe University Frankfurt am Main, Germany

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Jochen Moll
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    Jochen Moll

    Goethe University Frankfurt, Germany

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Proceedings of 2015 Photonics & Electromagnetics Research Symposium, Prague, July 6 - 9，Page(s)248-252
Abstract
The paper proposes a method for high resolution range imaging at millimeter wave frequencies (85 GHz to 100 GHz) based on model-based compressed sensing (CS). A detailed description of the underlying CS-theory, the experimental setup and radar sensor are presented along with experimental results for one-dimensional range imaging. The proposed method is based on motorized reference measurements, which form the dictionary matrix for subsequent CS-processing. These reference measurements are tested against measurements from a glass fiber reinforced polymer (GFRP) component. A comparison of the CS-processed data to a classical Fourier-domain analysis revealed superior ranging performance of the CS-approach at the expense of a higher signal processing load.
Citation
Viktor Adler, B. Hils, Karel Hoffmann, Viktor Krozer, Markus Kuhnt, and Jochen Moll, "High Resolution Range Imaging via Model-based Compressed Sensing," Proceedings of 2015 Photonics & Electromagnetics Research Symposium, Prague, July 6 - 9，Page(s)248-252
References

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