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References

 

The development of the project is based on previous work done on the field. Some of the most important sources of knowledge are presented in the following list.

 

  • E J Candes, J Romberg, and T Tao. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information, 2006

 

  • E J Candes and M B Wakin. An Introduction To Compressive Sampling, 2008

 

  • J A Tropp and S J Wright. Computational Methods for Sparse Solution of Linear Inverse Problems, 2010

 

  • Thomas Blumensath and Mike E Davies. Iterative thresholding for sparse approximations. Journal of Fourier Analysis and Applications, 14(5-6):629–654, 2008

 

  • Thomas Blumensath and Mike E Davies. Iterative hard thresholding for compressed sensing. Applied and Computational Harmonic Analysis, 27(3):265–274, November 2009

 

  • J.L.V.M. Stanislaus and T Mohsenin. Low-complexity FPGA implementation of compressive sensing reconstruction, 2013

 

  • J.L.V.M. Stanislaus and T Mohsenin. High performance compressive sensing reconstruction hardware with QRD process, 2012

 

  • H Rabah, A Amira, B K Mohanty, S Almaadeed, and P K Meher. FPGA Implementation of Orthogonal Matching Pursuit for Compressive Sensing Reconstruction, 2014

 

  • Aggoun, A.; Jalloh, I., Two-dimensional DCT/IDCT architecture, Computers and Digital Techniques, IEE Proceedings - , vol.150, no.1, pp.2,10, 20 Jan. 2003

 

  • El Aakif, M.; Belkouch, S.; Hassani, M.M., An efficient pipelined fast and multiplier-less 2-D IDCT for image/video decoding, Multimedia Computing and Systems (ICMCS), 2011 International Conference on , vol., no., pp.1,5, 7-9 April 2011

 

 

 

 

 

Tools

 

To implement and test the system, several software and hardware tools were needed.

 

   Software

 

 

 

  • Matlab 

 

 

  • Vivado Design Suite

 

   Hardware

 

 

  • Xilinx Zynq-7000 ZC706

 

 

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