THEORETICAL FOUNDATIONS OF EQUIVALENT TRANSFORMATION OF UNEQUAL-ENERGY COMPLEX SIGNAL ENSEMBLES FOR CODE DIVISION MULTIPLE ACCESS SYSTEMS

Authors

DOI:

https://doi.org/10.18372/2310-5461.70.21196

Keywords:

multiple access interference, signal energy, equivalent transformation, concentration, code division multiple access system, unequal-energy complex signal ensemble, equal-energy complex signal ensemble

Abstract

A promising direction in the development of ultra-wideband access systems is the transition to code division multiple access based on ensembles of unequal-energy complex pulse signals. In contrast to equal-energy signal ensembles, for which the relations for efficiency evaluation mostly have a simple form suitable for application, the efficiency evaluation of unequal-energy complex signal ensembles usually requires the use of the corresponding relations in general forms. The article develops the theoretical foundations of the equivalent transformation of unequal-energy complex signal ensembles for code division multiple access systems, which provide the reduction of the relations for efficiency evaluation to a form similar to that of the equal-energy case. An approximate transformation of an unequal-energy complex signal ensemble into an equivalent equal-energy complex signal ensemble, equivalent in terms of the total signal energy, is determined. This transformation represents the effect of nonuniform signal energy distribution on multiple access interference through a change in the volume of the equivalent equal-energy complex signal ensemble at a constant value of the maximum ensemble cross-correlation. This is achieved by the approximate reduction of the set of signal energies to a scalar value of the volume of the equivalent equal-energy complex signal ensemble, which results in reducing the relations for efficiency evaluation of unequal-energy complex signal ensembles to a form similar to that of equal-energy complex signal ensembles. To implement the equivalent transformation, two interrelated variants of approximate scalar reduction of the set of signal energies of the ensemble to a scalar value are proposed. These variants are based on a concentration measure and its inverse concentration normalized to the equal-energy value. They have opposite effects on the change in the volume of the equivalent equal-energy complex signal ensemble and thereby define two different interpretations of the effect of multiple access interference on users with the lowest and highest signal energies, which directly corresponds to different degrees of manifestation of the signal dominance effect.

Author Biographies

Oleksandr Zhuchenko , Ukrainian State University of Railway Transport, Kharkiv, Ukraine

Candidate of Technical Sciences, Associate Professor

Halyna Shubina, Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine

Education Department

References

IEEE Standard for Information technology--Local and metropolitan area networks--Specific requirements--Part 15.4: Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Low-Rate Wireless Personal Area Networks (WPANs): Amendment 1: Add Alternate PHYs. IEEE 802.15.4a-2007. https://standards.ieee.org/ieee/802.15.4a/3571/.

IEEE Standard for Low-Rate Wireless Networks--Amendment 1: Enhanced Ultra Wideband (UWB) Physical Layers (PHYs) and Associated Ranging Techniques. IEEE 802.15.4z-2020. https://standards.ieee.org/ieee/802.15.4z/10230/.

S. V. Indyk, V. P. Lysechko, O. S. Zhuchenko, and V. S. Kitov, “The Formation Method of Complex Signals Ensembles by Frequency Filtration of Pseudo-Random Sequences with Low Interaction in the Time Domain,” Radio Electronics, Computer Science, Control, no. 4, pp. 7–14, 2020, https://doi.org/10.15588/1607-3274-2020-4-1.

V. P. Lysechko, O. S. Zhuchenko, and S. V. Indyk, “Method for Synthesis of Ensembles of Complex Time-Division Signals with a Periodic Structure for Ultra-Wideband Multiple Access Systems,” in Theory and Practice of Modern Science in Conditions of Transformations, Proceedings of the Scientific and Practical Conference, Poltava, April 24–25, 2026, Odesa: Molodyi Vchenyi Publishing House, 2026, pp. 142–144.

B. Sklar, Digital Communications: Fundamentals and Applications, 2nd ed., Upper Saddle River: Prentice Hall PTR, 2001, https://www.informit.com/store/digital-communications-fundamentals-and-applications-9780130847881.

V. P. Ipatov, Spread Spectrum and CDMA: Principles and Applications, Chichester: John Wiley & Sons, 2005, https://doi.org/10.1002/0470091800.

A. J. Viterbi, CDMA: Principles of Spread Spectrum Communication, Reading: Addison-Wesley, 1995, https://www.ece.ucsd.edu/faculty-research/books-by-faculty/cdma-principles-of-spread-spectrum-communication.

S. Verdú, Multiuser Detection, Cambridge: Cambridge University Press, 1998, https://www.cambridge.org/9780521593731.

A. Klenke, Probability Theory: A Comprehensive Course, 3rd ed., Universitext, Springer, Cham, 2020, https://doi.org/10.1007/978-3-030-56402-5.

J. M. Steele, The Cauchy-Schwarz Master Class: An Introduction to the Art of Mathematical Inequalities, Cambridge: Cambridge University Press, 2004, 318 p., https://doi.org/10.1017/CBO9780511817106.

E. H. Simpson, “Measurement of diversity,” Nature, vol. 163, p. 688, 1949, https://doi.org/10.1038/163688a0.

M. O. Hill, “Diversity and evenness: A unifying notation and its consequences,” Ecology, vol. 54, no. 2, pp. 427–432, 1973, https://doi.org/10.2307/1934352.

L. Jost, “Entropy and diversity,” Oikos, vol. 113, no. 2, pp. 363–375, 2006, https://doi.org/10.1111/j.2006.0030-1299.14714.x.

A. Chao, C.-H. Chiu, and L. Jost, “Phylogenetic diversity measures based on Hill numbers,” Philosophical Transactions of the Royal Society B, vol. 365, no. 1558, pp. 3599–3609, 2010, https://doi.org/10.1098/rstb.2010.0272.

C.-H. Chiu and A. Chao, “Distance-based functional diversity measures and their decomposition: A framework based on Hill numbers,” PLoS ONE, vol. 9, no. 7, Art. no. e100014, 2014, https://doi.org/10.1371/journal.pone.0100014.

Downloads

Published

2026-05-28

How to Cite

Zhuchenko , O., & Shubina, H. (2026). THEORETICAL FOUNDATIONS OF EQUIVALENT TRANSFORMATION OF UNEQUAL-ENERGY COMPLEX SIGNAL ENSEMBLES FOR CODE DIVISION MULTIPLE ACCESS SYSTEMS. Science-Based Technologies, 70(2), 205–211. https://doi.org/10.18372/2310-5461.70.21196

Issue

Section

Information technology and electronics