ISSN 0021-3454 (print version)
ISSN 2500-0381 (online version)
Menu

4
Issue
vol 67 / April, 2024
Article

DOI 10.17586/0021-3454-2018-61-12-1045-1051

UDC 004.627

ADAPTIVE ALGORITHM OF INFORMATION CODING IN AUTONOMOUS SYSTEM

S. I. Tomashevich
Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University), Saint Petersburg, Russia; student


Read the full article 

Abstract. A procedure of adaptive coding of signals in dynamic systems for subsequent data transfer to another system is presented. An algorithm for the signal quantization level adjusting is proposed based on calculation of moving average norm. A numerical and experimental investigation of the proposed algorithm is carried out, the process of its operation is described. As the encoded signal, the data obtained from a real quadrocopter moving in vertical plane is used. Results of numerical simulation demonstrate the applicability of the proposed algorithm for coding signals in a real dynamic system. The adaptive coding algorithm is implemented in software for use with radio modems for subsequent transfer to a real quadrocopter. The logic of the program and method of formation of information packages based on the results of coding are described. The quality of encoding of harmonic signals of different frequencies is numerically investigated; the influence of the rate of change of signals on the quality of the received signal is characterized by the standard deviation. Recommendations are given to improve the quality of coding with a known character of the original signal.
Keywords: adaptive coding, data transfer, bandwidth, dynamic systems, quadrocopter

References:
  1. Jayant N., Johnston J., Safranek R. Proc. of the IEEE, 1993, no. 10(81), pp. 1385–1422.
  2. Chen Z., Guillemot C. 16th IEEE Intern. Conf. on Image Processing (ICIP), 2009, рр. 3417–3420.
  3. Chen Z., Guillemot C. IEEE Transactions on Circuits and Systems for Video Technology, 2010, no. 6(20), pp. 806–819.
  4. Noll P. IEEE Signal Processing Magazine, 1997, no. 5(14), pp. 59–81.
  5. Kuleshov S.V. Journal of Instrument Engineering, 2017, no. 11(60), pp. 1092–1095. (in Russ.)
  6. Rubina I.S., Tropchenko A.Yu. Journal of Instrument Engineering, 2012, no. 10(55), pp. 26–30. (in Russ.)
  7. Yurkov K.V., Petrov S.E. Journal of Instrument Engineering, 2012, no. 1(55), pp. 57–62. (in Russ.)
  8. Andrievsky B., Fradkov A., Peaucelle D. Proc. 17th IFAC Symp. Aut. Contr. Aerospace (ACA’2007), Toulouse, France, 2007.
  9. Fradkov A., Andrievskiy B., Evans R. Dynamics and control of hybrid mechanical systems. World Scientific Series on Nonlinear Science, Series B, Singapore, World Scientific, 2010, vol. 14, рр. 89–102.
  10. Goodman D., Gersho A. IEEE Trans. Commun., 1974, no. 8(COM-22), pp. 1037–1045.
  11. Andrievsky B., Fradkov A. Proc. IFAC Workshop Adaptation and Learning in Control and Signal Processing (ALCOSP 2010), 2010, рр. 72–76.
  12. Andrievsky B., Fradkov A.L. 6th Intern. Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2014, St. Petersburg, Russia, 2014, рр. 236–241.
  13. Tatikonda S., Mitter S. IEEE Transactions on Automatic Control, 2004, no. 7(49), pp. 1196–1201.
  14. Wang J., Yan Z. Intern. J. Robust and Nonlinear Control, 2014, no. 7(24), pp. 1159–1176.
  15. Quevedo D., Silva E., Goodwin G. IEEE Journal on Selected Areas in Communications, 2008, no. 4(26), pp. 672–685.
  16. Quevedo D., Silva E., Nešić D. IFAC Proc. Volumes, 2008, no. 2(41), pp. 6642–6647.
  17. Andrievskiy B. Cybernetics and physics, 2016, no. 2(5), pp. 43–51.
  18. Andrievsky B.R., Fradkov A.L. Gyroscopy and Navigation, 2009, no. 4(67), pp. 103–114. (in Russ.)
  19. Fax J., Murray R. IEEE Trans. Automat. Contr., 2004, no. 9(49), pp. 1465–1476.
  20. Proskurnikov A., Fradkov A.L. Automation and Remote Control, 2016, no. 10(77), pp. 1711–1740.
  21. Bushuev A.B., Tomashevich S.I., Kul’chitskiy A.A., Vorob’yev V.S., Mansurova O.K. Journal of Instrument Engineering, 2015, no. 8(58), pp. 600–605. (in Russ.)
  22. Tomashevich S.I., Belyavsky A.O 24th Saint Petersburg Intern. Conf. on Integrated Navigation Systems (ICINS), 2017, pp 1–3. DOI:10.23919/icins.2017.7995569.
  23. Andrievskiy B., Tomashevich S., Fradkov A.L., Amelin K. IFAC-PapersOnLine, 2015, no. 9(48), pp. 85–90.
  24. Fradkov A.L., Tomashevich S., Andrievskiy B., Amelin K., Kaliteevskiy I. IFAC-PapersOnLine, 2016, no. 13(49), pp. 275–280.
  25. Amelin K., Tomashevich S., Andrievskiy B. IFAC-PapersOnLine, 2015, no. 11(48), pp. 233–237.
  26. Kuleshov S.V. Journal of Instrument Engineering, 2010, no. 11(53), pp. 17–20. (in Russ.)