A Survey of Efficient CCSDS Recommended DWT Decompressor

Authors(2) :-Shailja M. Maniya, Bakul Panchal

Now a days many satellites are being launched and data retrieval from the satellite on the earth is very expensive task as it requires too much bandwidth. So, we need compression to get the data using less bandwidth and it can also speed up file transfer. For space system there is one committee called Consultative Committee for Space Data System (CCSDS) which publishes the recommended standards on compression methodology for different type of data. CCSDS-122.0-B-1 Standard defines a compression methodology for compression of two dimensional Image Data. Inverse Discrete Wavelet Transform (IDWT) is used for the decompression of two dimensional Image Data which can be considered as time consuming part of the Decompressor. To speed up the decompressor this Inverse Discrete Wavelet Transform (IDWT) can be run parallel using different high-speed hardware. In this paper, we will survey various ways through which efficient CCSDS recommended Discrete Wavelet Decompressor can be made.

Authors and Affiliations

Shailja M. Maniya
M.E. (I.T.) Student, I.T. Department, L.D. College of Engineering Gujarat Technological University, Ahmedabad, Gujarat, India
Bakul Panchal
Assistant Professor, I.T. Department, L.D. College of Engineering Gujarat Technological University, Ahmedabad, Gujarat, India

GPGPU, CCSDS, Discrete Wavelet Transform (DWT), CUDA, NVIDIA, SPIHT, Rice decoding.

  1. "Image Data Compression", Recommendation for space data system standards, CCSDS 121.0-B-1. Blue Book,November 2005.
  2. Changhe Song, Yunsong Li, and Bormin Huang,"A GPU-Accelerated Wavelet Decompression System With SPIHT and Reed-Solomon Decoding for Satellite Images",IEEE journal of selected topics in applied earth observations and remote sensing, vol. 4, no. 3, september 2011.
  3. Abhishek S. Shetty, Abhijit V. Chitre and Yogesh H. Dandawate, "Time Efficiency Comparison of Wavelet and Inverse Wavelet Transform on Different Platforms",International Conference on Computing Communication Control and automation (ICCUBEA) IEEE-2016.
  4. Anastasis Keliris, Vasilis Dimitsasy, Olympia Kremmyday, Dimitris Gizopoulosy and Michail Maniatakosz, " Efficient parallelization of the Discrete Wavelet Transform algorithm using memory-oblivious optimizations", 25th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS),pp.25-32, 2015
  5. John Nickolls,"GPU Parallel Computing Architecture and CUDA Programming Model " , Hot chips 19 Symposium(HCS) IEEE,pp.1-12, 2007
  6. Khoirudin and Jiang Shun-Liang ,"Gpu application in cuda memory", Advanced Computing: An International Journal (ACIJ), Vol.6, No.2,pp.1-10, March 2015
  7. NVIDIA, “ NVIDIA CUDA Compute Unified Device Architecture", United States, 2007.
  8. Christofer Schwartz, Marcelo S. pinho,"an energy consumption analysis of ccsds image compressor running in two different platforms", IGARSS-IEEE, pp. 1640-1650,2014.
  9. William A. Pearlman,Amir Said," Set Partition Coding: Part I of Set Partition Coding and Image Wavelet Coding Systems",foundations and trend in signal processing,Vol. 2,No.2, pp.97-180,2008.
  10. William A. Pearlman,Amir Said," Image Wavelet Coding Systems: Part II of Set Partition Coding and Image Wavelet Coding Systems",foundations and trend in signal processing,Vol. 2,No.3, pp.181-246,2008.
  11. William A. Pearlman,Amir Said," A New, Fast, and Efficient Image Codec Based on Set Partitioning in Hierarchical Trees", ieee transactions on circuits and systems for video technology, vol. 6, no. 3,pp.243-249, june 1996
  12. Jay W. Schwartz, Richard C. Barker," Bit-Plane Encoding: A Technique for Source Encoding", IEEE transactions on aerospace and electronic systems, vol. aes-2, no. 4, pp.385-392, july 1966.

Publication Details

Published in : Volume 4 | Issue 2 | January-February 2018
Date of Publication : 2018-01-20
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 23-28
Manuscript Number : IJSRSET184205
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

Shailja M. Maniya, Bakul Panchal, " A Survey of Efficient CCSDS Recommended DWT Decompressor, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 2, pp.23-28 , January-February.2018
URL : http://ijsrset.com/IJSRSET184205

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