Compressed sensing and designs: theory and simulations
نویسندگان
چکیده
In An asymptotic result on compressed sensing matrices [4], a new construction for compressed sensing matrices using combinatorial design theory was introduced. In this paper, we analyse the performance of these matrices using deterministic and probabilistic methods. We provide a new recovery algorithm and detailed simulations. These simulations suggest that the construction is competitive with Gaussian random matrices, and that recovery is tolerant to noise. 2010 Mathematics Subject classification: 05B05, 94A12, 94A15
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ورودعنوان ژورنال:
- CoRR
دوره abs/1503.07424 شماره
صفحات -
تاریخ انتشار 2015