• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Articles
  • Signal power and energy-per-bit optimization problems in systems mMTC
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2028
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
September 25, 2026
AI Users Earn Up to 41.8% More Than Non-Users
Research conducted by economists at HSE University has revealed a significant correlation between the regular use of GenAI in the workplace and higher pay among Russian employees. The study found that individuals who frequently use GenAI in their professional activities earn notably more than those who reject these new tools or resort to them occasionally. The salary premium for highly qualified specialists reaches 41.8%. The article was published in the Voprosy Ekonomiki journal.
September 24, 2026
‘Feedback and Constructive Criticism Are Essential in Our Profession
Vincent Fardeau, Associate Professor at HSE ICEF, has reached a major career milestone: he recently published his paper ‘Asymmetric Thin Markets’ in the Journal of Financial Economics, successfully passed his major academic review, and received tenure. In this interview, Vincent discusses the story behind the paper, explains the concept of asymmetric thin markets, and shares his advice for young scholars aiming to publish in top-tier journals.
September 22, 2026
Personal Interest in Doctoral Thesis Topic Most Important for Confidence in Successful Defence
A researcher at HSE University analysed data on 1,539 doctoral students from 161 Russian universities to identify which features of a thesis topic are associated with academic success and engagement. The most important factor was found to be personal interest in the research topic, which was associated with almost all key aspects of doctoral programme experience—from engaging with the academic supervisor to research activity and confidence about successfully defending the thesis. The findings have been published in Higher Education.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Signal power and energy-per-bit optimization problems in systems mMTC

Информационно-управляющие системы. 2021. Vol. 5. P. 51–58.
Бурков А. А.

Introduction: Currently, the issues of Internet of Things technology are being actively studied. The operation of a large number of various self-powered sensors is within the framework of a massive machine-type communication scenario, using random access methods. Topical issues in this type of communication are how to reduce the transmission signal power and to increase the device lifetime by reducing the consumed energy per bit. Purpose: Formulation and analysis of the problems of minimizing the transmission power and consumed energy per bit in systems with or without retransmissions in order to obtain the achievability bounds. Results: A model of the system is described, within which four problems are formulated and described, concerning the signal power minimization and energy consumption for given parameters (the number of information bits, the spectral efficiency of the system, and the Packet Delivery Ratio). The numerical results of solving these optimization problems are presented. They make it possible to obtain the achievability bounds for the considered characteristics in systems with or without losses. The lower bounds obtained by the Shannon formula are also presented, assuming that the message length is not limited. The obtained results showed that solving the minimization problem with respect to one of the parameters (signal power or consumed energy per bit) does not minimize the second parameter. This difference is most significant for information messages of a small length, which is common in IoT scenarios. Practical relevance: The results obtained allow you to assess the potential for minimizing the transmission signal power and consumed energy per bit in random multiple access systems with massive machine-type communication scenarios. Discussion: The presented problems were solved without taking into account the average delay of message transmission; the introduction of such a limitation should increase the transmitted signal power and consumed energy per bit.

Language: English
DOI
Keywords: minimization problemIoTmMTCSignal-to-noise ratioenergy per bit random multiple accessspectral efficiency
Similar publications
Aerokinesis: An IoT-Based Vision-Driven Gesture Control System for Quadcopter Navigation Using Deep Learning and ROS2
Kondratev S., Yulia Dyrchenkova, Georgiy Nikitin et al., Technologies 2026 Vol. 14 No. 1 Article 69
This paper presents Aerokinesis, an IoT-based software–hardware system for intuitive gesture-driven control of quadcopter unmanned aerial vehicles (UAVs), developed within the Robot Operating System 2 (ROS2) framework. The proposed system addresses the challenge of providing an accessible human–drone interaction interface for operators in scenarios where traditional remote controllers are impractical or unavailable. The architecture comprises ...
Added: May 19, 2026
The Integration Of Edge Computing Into Iot Application Using Advantedge Platform, Case Study: Mobility
Dayoub A., Koucheryavy E., , in: Радиоэлектроника, электротехника и энергетика, Тезисы докладов Тридцать первой международной научно-технической студентов и аспирантовТ. 1.: М.: Национальный исследовательский университет "МЭИ", 2025. P. 251–251.
As the number of IoT devices connected to the internet increases, the amount of data explodes. This leads to a higher demand for internet speed during data transfer and more requirements for computing power and storage in central servers. To address these issues and enable real-time data processing while reducing network bandwidth utilization, edge computing ...
Added: May 3, 2025
An Investigation of Blockchain Technology in Sustainable Energy Sector: Beyond Myth
Kilinc-Ata N., , in: Sustainability Reporting and Blockchain Technology.: L.: Routledge, 2024. Ch. 10 P. 139–150.
Added: February 12, 2025
OptIoT: A Domain-Specific Language for Optimizing IoT and IIoT Infrastructure
Ebraheem A., Ivanov I., , in: 2024 International Russian Automation Conference (RusAutoCon).: IEEE, 2024. P. 1012–1016.
Designing reliable Internet of Things systems requires careful planning and consideration of different factors. Incorporating multi-objective optimization methods may help achieve this goal. In this article, a domain-specific language is proposed to aid in describing the structure of the Internet of Things and formulating the requirements and objectives in a simple context. The code is ...
Added: January 9, 2025
IoT Cameras Network Based Motion Tracking for an Unmanned Aerial Vehicle Control Interface
A. Dubelschikov, Tsoy T., Li H. et al., , in: 2023 7th International Conference on Information, Control, and Communication Technologies (ICCT), 2-6 Oct. 2023.: IEEE, 2023. P. 1–3.
This work develops a concept of using stationary IoT cameras with motion tracking and notification functions employed for a teleoperated unmanned aerial vehicles (UAV) control. The notification function uses a popular messenger to improve an operator convenience. This approach allows the operator using a mobile phone as a UAV control panel by notifying on a ...
Added: May 8, 2024
Towards Automated And Optimal Iiot Design
Ebraheem A., Ivanov I., Informatics and Automation (SPIIRAS Proceedings) 2024 Vol. 23 No. 2 P. 377–406
lopers and system architects to plan and implement systems of the Internet of Things and Industrial Internet of Things effectively. The primary objective of this work is to automate the design process of Industrial Internet of Things systems while optimizing the quality of service parameters, battery life, and cost. To achieve this goal, a general ...
Added: April 5, 2024
Методика определения числа сенсоров в системах мониторинга экологической обстановки с использованием LPWAN сетей
Борисовская А. В., Tyurlikov A., Вопросы радиоэлектроники. Серия: Техника телевидения 2022 № 3 С. 93–100
Environmental monitoring systems using LPWAN networks in the mode of random access to a radio channel are considered. Methodology for determining the number of sensors in such systems is proposed. ...
Added: September 27, 2023
Определение вероятности доставки информации о событии в системах мониторинга на основе сетей, построенных по технологии LoRaWAN
Борисовская А. В., Успехи современной радиоэлектроники 2022 Т. 76 № 12 С. 82–89
Most modern monitoring systems, such as environmental monitoring systems, use LoRaWAN (Long Range Wide Area Network) technology. This technology allows to transfer small amounts of data over long distances. In addition, it allows to reduce the number of collisions in such systems due to a wide range of data rates and due to different frequency ...
Added: September 27, 2023
Модели сенсорных сетей с зависимыми источниками
Борисовская А. В., T-Comm: Телекоммуникации и транспорт 2023 Т. 17 № 7 С. 21–28
One of the important scientific directions in the research of the Internet of things is the analysis of monitoring systems for random events with correlated sources based on random multiple access. Taking into account the correlation of data from nearby sensors increases the energy efficiency of the system and ensures the stability of its operation. ...
Added: September 27, 2023
Оценка среднего возраста информации в системах со случайным доступом и множественным выходом
Борисовская А. В., Tyurlikov A., Информационно-управляющие системы 2023 № 1 С. 51–60
Introduction: Аn important direction in the study of the Internet of Things is the analysis of random multiple access systems that can provide stable operation with a large number of devices. An urgent task within this direction is the study of the average age of information for such systems. Purpose: To study the average age ...
Added: September 27, 2023
Comparison of the ways to reduce energy costs in stable massive machine-type communication systems
Бурков А. А., Информационно-управляющие системы 2023 Vol. 2 P. 39–50
Introduction: With the development of modern communication standards, various scenarios of the Internet of things, including massive machine-type communication, are actively considered. The main requirements for such systems are a stable operation with a potentially infinite number of devices and low energy costs. Therefore, it is an urgent task to study different ways to achieve these ...
Added: September 26, 2023
Analyzing and stabilizing multichannel ALOHA with the use of the preamble-based exploration phase
Бурков А. А., Tyurlikov A., Информационно-управляющие системы 2022 Vol. 5 P. 49–59
Introduction: Internet of Things devices are actively used within the framework of Massive Machine-Type Communication scenarios. The interaction of devices is carried out by random multiple-access algorithms with limited throughput. To improve throughput one can use orthogonal preambles in the ALOHA-type class of algorithms. Purpose: To analyze ALOHA-based algorithms using the exploration phase and to calculate the characteristics ...
Added: September 26, 2023
Lower bound for average delay in unblocked random access algorithm with orthogonal preambles
Бурков А. А., Tyurlikov A., Информационно-управляющие системы 2020 Vol. 3 P. 79–85
Introduction: Currently, the first versions of 5G communication standard networks are being deployed and discussions are underway on the further development of cellular networks and the transition to the 6G standard. The work of the currently popular idea of ​​the Internet of Things (IoT) is supposed to be in the framework of a Massive Machine-Type ...
Added: September 26, 2023
Internet of Things: Analysis of Parameters and Requirements
Ebraheem A., Ivanov I., , in: 2022 International Conference on Smart Applications, Communications and Networking (SmartNets).: IEEE, 2022. P. 01–04.
Systems of Internet of Things are relatively complex to design and maintain. Different parameters affect their performance and outcome. A four-layer architecture is used to analyze the different parameters of an IoT system. In each layer a detailed description of the important factors that have an impact on the design is presented. Guidelines for better ...
Added: April 18, 2023
Demystifying Blockchain Technology for Resource-Constrained IoT Devices: Parameters, Challenges and Future Perspective
Ometov A., Komarov M. M., Romashkova I., IEEE Access 2021
Added: January 18, 2023
Lower bound for average delay in unblocked random access algorithm with orthogonal preambles
Burkov A. A., Shneer S. V., A. M. Turlikov, Информационно-управляющие системы 2020 No. 3 P. 79–85
Currently, the first versions of 5G communication standard networks are being deployed and discussions are underway on further development of cellular networks and transition to the 6G standard. Once the Internet of Things is fully developed, it will function within the framework of Massive Machine-Type Communications. Its performance will need to satisfy a number of ...
Added: October 31, 2022
An Achievability Bound of Energy Per Bit for Stabilized Massive Random Access Gaussian Channel
Burkov A., Shneer S., Andrey Turlikov, IEEE Communications Letters 2021 Vol. 25 No. 1 P. 299–302
Developing communication standards highlight a scenario called massive Machine-Type Communication within the framework of the Internet of Things. Under this scenario, a large number of devices with autonomous power supplies will operate in a random multiple access mode. It is crucial to keep the system stable, while consuming minimal energy. We describe a model of ...
Added: October 28, 2022
IoT Standardization: An Overview of Organizations and Standards
Ebraheem A., Ivanov I., , in: Proceedings of 2022 IEEE Moscow Workshop on Electronic and Networking Technologies (MWENT).: M.: IEEE, 2022. P. 1–5.
The Internet of Things is becoming more and more part of our lives. The growth in economic investment in IoT makes it a good subject for standardization. This article highlights the different international standardization efforts with special attention to the standardization efforts in Russia. An overview of the standard development organizations is presented with a glance at their structure, history, and standards. ...
Added: September 6, 2022
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit