Highly Information and Energy-efficient Monitoring Data Transmission in IoT Networks

Authors

  • Bohdan Shevchuk Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, 40 Academician Glushkov av., Kyiv 03187, Ukraine
  • Mykhaylo D Geraimchuk National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” 37, Prosp. Peremohy, Kyiv Ukraine
  • Orest Ivakhiv Lviv Polytechnic National University, 12 Bandera str., Lviv 79013, Ukraine https://orcid.org/0000-0003-0967-2631
  • Yuriy Brayko Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, 40 Academician Glushkov av., Kyiv 03187, Ukraine https://orcid.org/0000-0003-1811-595X

DOI:

https://doi.org/10.13052/jmm1550-4646.1741

Keywords:

Packet data transmission, information efficiency, packet transmission, energy efficiency of data transmission, data compression-protection operational algorithms, secure information packets with increased information capacity, managed pseudo-random data transmission

Abstract

The components of technologies of increasing information and energy efficiency of IoT monitoring networks subscriber systems with protected transfer functioning of reliable packets of information with the increased information capacity are described. In the places of formation of network flows, i.e. in the places of installation of object and on-board systems the realization of a complex of adaptive filtering algorithms, compression and protection of samples of monitoring signals and video data frames with the subsequent adaptive formation and transmission of highly informative code-signal sequences is offered. It is proposed a signal approach as a basis for inputting and compact coding of signals and video data frames of the reliable samples. The signal approach is proposed, according to which the amplitude-time or amplitude-number parameters of the most informative samples of signals and video signals are determined in the rate of input of monitoring data. These are extremes and points of inflection or points of curve movement change. The obtained data are subject to data compression with controlled information loss and lossless compression-protection. According to the proposed information technology for building effective IoT networks for crypto protection of monitoring data arrays by processors of object and on-board systems, the use of disposable ciphers is proposed, which are the rules and parameters for generating crypto-resistant pseudo-random data arrays of a certain length. These rules and parameters are known only to the subscriber-transmitter and the subscriber-receiver of information packets and are used by network subscribers in the process of data compression with losses and without losses, in the process of crypto-resistant and noise-resistant information packets forming of limited duration with increased information capacity. Energy-efficient data packet transmission is based on a significant reduction in the output streams of protected highly informative monitoring data packets and the implementation by object and on-board systems processors a set of algorithms for processing, encoding, encrypting and transmitting data minimized by computational complexity.

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Author Biographies

Bohdan Shevchuk, Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, 40 Academician Glushkov av., Kyiv 03187, Ukraine

Bohdan Shevchuk graduated in 1978 from the Radio Engineering Faculty of the Lviv Polytechnic Institute in the radio engineering and during 4 years worked at the Lviv Research Radio Engineering Institute as a radio engineer. In 1984 he entered and in 1987 graduated as PhD from the Institute of Cybernetics named after V.M. Glushkov National Academy of Sciences of Ukraine. Since 2018 he received Doctor of Technical Sciences degree. Now he works with the department of the numerical methods optimization in the Institute of Cybernetics as a leading researcher, specializing in processing, encoding, encryption and transmission of signals and images, construction of monitoring information-efficient radio networks, including sensor, local-regional, micro-satellite networks. and Internet of Things. He has more than 160 scientific works, including 4 monographs, 7 copyright certificates and 2 patents of Ukraine for inventions.

Further theoretical and practical developments of the author are aimed at building secure (crypto-resistant and noise-resistant) high-speed radio networks for various purposes, operating in many constraints, data compression, transmission of highly informative and pseudo-chaotic information packets, creation and implementation of experimental wireless telemedicine networks and networks. industrial monitoring, ecomonitoring, security networks, object and on-board means and wireless intelligent sensors, energy efficient intelligent video modules.

Mykhaylo D Geraimchuk, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” 37, Prosp. Peremohy, Kyiv Ukraine

Mykhaylo Geraimchuk, Doctor of Technical Sciences, professor of the Instrument Making Department of the National Technical University of Ukraine “Ihor Sikorsky Kyiv Polytechnic Institute”, Kyiv, Ukraine. He graduated from the Kyiv Polytechnic Institute in 1974, the Department of Precision Mechanics, where he has worked since 1974. From 1988 to 2001 he was the Deputy Dean of the Instrument-Making Faculty, from 2001 to 2019 he was the Head of the Instrument-Making Department, and now he works as a Professor at this Department. Received more than 15 patents. He has more than 150 scientific works, including more than 10 monographs and books, more than 30 publications indexed in international Scopus databases, more than 11 textbooks and guidelines. He has collaborated with China, Algeria, France and other countries. He has scientific interests in the fields of instrument making, artificial intelligence, sensor networks; inertial sensors, mechatronics and robotics, unman vehicles and also participates in projects on psychology of creativity, computer programs of training and stimulation of genius and others.

Orest Ivakhiv, Lviv Polytechnic National University, 12 Bandera str., Lviv 79013, Ukraine

Orest Ivakhiv is from Lviv, Ukraine. Professor O.Ivakhiv received his M.A. Sc. in Electrical Engineering from The Lviv Technical University (Ukraine), the Ph.D. in Communications from The Moscow Aviation Institute (Russia), the Sc. D. in Electrical Instrumentation from Lviv Polytechnic National University (Ukraine). Orest Ivakhiv was a visiting professor at the Department of Electrical and Computer Engineering at The University of Toronto (Ontario, Canada) in 1994 and in Gdansk University of Technology (Poland) in 2019. Since 1968 professor O. Ivakhiv is a faculty member at the Computer Technology, Automation and Metrology Institute of Lviv Polytechnic National University. Now Orest Ivakhiv is a Head of the Intelligent Mechatronics and Robotics Department. Orest Ivakhiv has more than 300 publications, 12 patents. His research interests include electrical measurement and instrumentation, informative measurement theory, adaptive data processing, data compression, enumerative coding, communication theory and mechatronics.

Yuriy Brayko, Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, 40 Academician Glushkov av., Kyiv 03187, Ukraine

Yuriy Brayko graduated from the National Technical University of Ukraine “Kyiv Polytechnic Institute” in 1973 with a degree in Information and Measurement Technology. Now he works at the Glushkov’s Institute of Cybernetics of the National Academy of Sciences of Ukraine, as the researcher, specializing in the development and creation of distributed and autonomous data collection and processing systems for environmental, medical and industrial monitoring. He has 115 scientific papers, 8 patents.

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Published

2021-06-21

Issue

Section

Mobile Communication and Computing for Internet of Things and Industrial Automat