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Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation

Atri Sanyal1 , Saloni Kumari2 , Amitabha Sinha3

  1. Department of Computer Application, NSHM College of Management &Technology, 60(124) B.L. Saha Road. Kolkata-700053, West Bengal, India.
  2. Department of Computer Application, NSHM College of Management &Technology, 60(124) B.L. Saha Road. Kolkata-700053, West Bengal, India.
  3. Department of Computer Science and Engineering, Birbhum Institute of Engineering & Technology, P.O- Suri, District- Birbhum, Pin- 731101, West Bengal, India.

Section:Research Paper, Product Type: Journal Paper
Volume-6 , Issue-4 , Page no. 149-154, Apr-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6i4.149154

Online published on Apr 30, 2018

Copyright © Atri Sanyal, Saloni Kumari, Amitabha Sinha . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Atri Sanyal, Saloni Kumari, Amitabha Sinha, “Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation,” International Journal of Computer Sciences and Engineering, Vol.6, Issue.4, pp.149-154, 2018.

MLA Style Citation: Atri Sanyal, Saloni Kumari, Amitabha Sinha "Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation." International Journal of Computer Sciences and Engineering 6.4 (2018): 149-154.

APA Style Citation: Atri Sanyal, Saloni Kumari, Amitabha Sinha, (2018). Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation. International Journal of Computer Sciences and Engineering, 6(4), 149-154.

BibTex Style Citation:
@article{Sanyal_2018,
author = {Atri Sanyal, Saloni Kumari, Amitabha Sinha},
title = {Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {4 2018},
volume = {6},
Issue = {4},
month = {4},
year = {2018},
issn = {2347-2693},
pages = {149-154},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=1860},
doi = {https://doi.org/10.26438/ijcse/v6i4.149154}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i4.149154}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=1860
TI - Performance Analysis of 4 FDCT Algorithms Using Hardware Synthesis and Simulation
T2 - International Journal of Computer Sciences and Engineering
AU - Atri Sanyal, Saloni Kumari, Amitabha Sinha
PY - 2018
DA - 2018/04/30
PB - IJCSE, Indore, INDIA
SP - 149-154
IS - 4
VL - 6
SN - 2347-2693
ER -

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Abstract

In order to find out the best fast DCT algorithms presented among numerous algorithms,four Fast DCT Algorithms which are popular and frequently used are considered in the paper. Referring their dataflow graphs 4 architectures are designed using Matlab Simulink. HDL coder is used to generate automated VHDL code. The block setsused in the Simulink design are manually modified tothe fixed point 16-bit data type. VHDL code is generated using HDL coder. The designs are synthesized using Xilinx ISE 14.5. A test bench program is written to test the 4 algorithms with the same set of data. Using the test bench program, a post route simulation up to the pin level is executed. From the timing report and synthesis report, the results are compared to find out the best FDCT algorithm in terms of hardware utilization and simulated timing performance.Loeffler’s Algorithm is performing the best, both in terms of hardware utilization and timing requirement as found from the hardware synthesis report and timing report after post route simulation.

Key-Words / Index Term

FDCTAlgorithm, Dataflow diagram, Matlab Simulink, Xilinx synthesis, Post Route Simulation, Maximum padding delay, Maximum combinational path delay

References

[1].Ken Carben and Peter Gent, “Image Compression and Discrete Cosine Transform”, Math45 college of Redwood
[2] Gregory K. Wallace, “The JPEG Still Picture Compression Standard” IEEE Transactions on Consumer Electronics, December, 1991.
[3] Rafael C. Gonzalez. University of Tennessee. Richard E.Woods, “Digital Image. Processing Third Edition.”
[4]William B. Pennebaker, Joan L. Mitchell, “JPEG: Still Image Data Compression Standard”, Springer Publications
[5] Wei-Yi Wei , “An Introduction to Image Compression”, Graduate Institute of Communication Engineering National Taiwan University, Taipei, Taiwan, ROC
[6] A. Mardin, T. Anwar, B. Anwer, “Image Compression: Combination of Discrete Transformation and Matrix Reduction”, International Journal of Computer Sciences and Engineering, Vol.5, Issue.1, pp.1-6, 2017
[7] W. Chen, C.H.Smith, and S.C.Fralick,”A fast computationalalgorithm for the discrete cosine transform,”IEEE, Trans, COMM-25, pp.1004-1009,Sep.1977.
[8].Arai Y, Aqui T, Nakajima M: A fast DCT-SQ Scheme for images, Trans IEICE #71 (1988), 1095-1097
[9].Yeonsik Jeong, Imgeun Lee, Hak Soo Kim, Kyu tae Park, “Fast DCT algorithm with fewer multiplication stage” , Electronics Letters 16thApril 1988 vol.34, No. 8
[10]. C. Loeffler, A. Lightenberg, and G. Moschytz, “Practical fast 1-D DCT algorithms with 11multiplications”, Proc. IEEE ICASSP, vol. 2, pp. 988–991, Feb. 1989.
[11] B.G. Lee, “FCT - A Fast Cosine Transform,” IEEE International Conference on Acoustics, Speech and Signal Processing San Diego 1984, pp. 28A.3.1-28A3.4, March 1984.
[12] H. S. Hou, “A Fast Algorithm For Computing the Discrete Cosine Transform,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-35, No. 10, pp.1455-1461, Oct. 1987
[13] C. W. Kok, “Fast Algorithm for Computing Discrete Cosine Transform,” IEEE Trans. Signal Process. , vol. 45, NO.3, pp.757- 760, Mar. 1977
[14] P. Lee and F.-Y. Huang, “Restructured Recursive DCT and DST Algorithms,” IEEE Trans. Signal Process. vol. 42, NO. 7, pp.1600-1609, Jul. 1994
[15] Z. Cvetkovic and M. V. Popovic, “New Fast Recursive Algorithms for the Computation of Discrete Cosine and Sine Transforms,” IEEE Trans. Signal Process., vol. 40, NO. 8, pp.2083-2086, Aug. 1992.
[16] M. Vetterli and H. Nussbaumer, “Simple FFT and DCT algorithms with reduced number of operations,” Signal Process., vol. 6, pp. 267–278, Aug. 1984.
[17].Chen’s-Yu-Pao,”Design and Evaluation of a Data Dependent Low Power 8*8 DCT/IDCT”, A Master of applied science (Electrical) Thesis from Concordia University, Monheal, Quebec, Careda pp.9-14
[18] Atri Sanyal, Swapan K Samaddar, “A Combined Architecture for FDCT Algorithms”, Proc IEEE 3rd International Conference on ICCCT 2012, Nov 23-25,2012, MNNIT Allahabad, India. IEEE Computer society, PP 33-37, ISBN: 978-0-7695-4872-2/12
[19].Swapan Kumar Samaddar, Atri Sanyal, Amitabha Sinha, “A Generalized Architecture for Linear Transform”, Proc. IEEEInternational Conference CNC 2010, Oct 04-05, 2010, Calicut, Kerala,India.