Siberian solar radiotelescope: the PCA format of the SSRT data compressor
Keywords:
компрессия
сжатие
моделирование
прогнозирование
Abstract
The present state of the art of lossless compression technology is given. The observed data format of the Siberian Solar Radiotelescope (SSRT) and an analysis of features of redundancy in raw data are discussed. Some of the methods used to model the signals are considered. The architecture of the developed compressor and the mathematical schemes for forecasting the signals at the stage of modeling are described. Some results of practical application of our approach are analyzed.
Section
Section 1. Numerical methods and applications
References
- Лесовой С.В. Кандидатская диссертация. Иркутск. 1999.
- Bell T.C., Cleary J.G., Witten I.H. Text compression. Englewood Cliffs: Prentice-Hall, 1990.
- Hans M., Schafer R. Lossless audio coding. Technical Report. CSIP TR-97-07. Atlanta, 1997.
- Robinson T. SHORTEN: Simple lossless and near-lossless waveform compression. Technical Report. Cambridge University Engineerig Department. Cambridge, 1994.
- Bruekers A.A. M.L., Oomen A.W. J., van der Vleuten R.J. Lossless coding for DVD audio. 101st AES Convention. Los Angeles, 1996.
- Craven P.C., Law M.J., Stuart J.R. Lossless compression using IIR prediction filters. 102nd AES Convention. Munich, 1997.
- Gabor D., Wilby W.R., Woodcock R.A. A universal nonlinear filter, predictor and simulator which optimizes itself by a learning process // Proc. Inst. Electr. Engrs. 1961. 108, part B, N 40. 85-98.
- Колмогоров А.Н. Проблема синтеза оптимального предсказывающего фильтра // Изв. АН СССР. Сер. матем. и естеств. наук. 1941. № 5. 112-129.
- Knuth D.E. Dynamic Huffman coding // J. Algorithms. 1985. 6, N 2. 163-180.
- Rice R.F. Some practical universal noiseless coding techniques. Technical Report. JPL-79-22. Jet Propulsion Laboratory. Pasadena, 1979.
- Madson C., Glenn R. The use of HMAC-MD5-96 within ESP and AH, RFC 2403. Internet Draft. 1998 (www.faqs.org/rfcs/rfc2403.html).