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The concatenated structure of A also allows efficient (M + 1 -point FFT processing for measurement and recovery of sparse signals in compressed sensing.
The concatenated structure allows the new sensing matrix to offer the various admissible column numbers while keeping it as an incoherent tight frame and enables efficient processing for measurement and reconstruction in compressed sensing.
With the structure, A can be still a tight frame by choosing N as a multiple of M + 1, which will be shown in Lemma 2. The concatenated structure of A also allows efficient (M + 1 -point FFT processing for measurement and recovery of sparse signals in compressed sensing.
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