Although the field of sparse representations is relatively new,
research activities in academic and industrial research labs are
already producing encouraging results. The sparse signal or
parameter model motivated several researchers and practitioners to
explore high complexity/wide bandwidth applications such as Digital
TV, MRI processing, and certain defense applications. The potential
signal processing advancements in this area may influence radar
technologies. This book presents the basic mathematical concepts
along with a number of useful MATLAB (R) examples to emphasize the
practical implementations both inside and outside the radar field.
Table of Contents: Radar Systems: A Signal Processing Perspective /
Introduction to Sparse Representations / Dimensionality Reduction /
Radar Signal Processing Fundamentals / Sparse Representations in
Radar
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