• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Book chapter
  • An Algorithm to Satisfy the QoS Requirements in a Heterogeneous LoRaWAN Network
  • 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
  • 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
August 13, 2026
‘Working with AI Solves a Wide Range of Engineering Problems
Artificial intelligence is a working tool based on a balanced combination of algorithms and engineering. Experts and doctoral students from the HSE Moscow Institute of Electronics and Mathematics explain how AI technologies can improve an application, device, or system, and what engineering tasks are solved in the process.
August 12, 2026
‘I Would Like My Research to Help Make the World a Calmer and Better Place
Whatever task Saraa Ali, Junior Research Fellow at the Laboratory of Methods for Big Data Analysis (LAMBDA) of the AI and Digital Science Institute (HSE Faculty of Computer Science), is working on, she thinks about how it can benefit people. She told the Young Scientists of HSE University project about her large family, diagnosing three-phase motors, and her dream of building a children’s home in her native country.
August 11, 2026
‘The Peak of Stupidity and ‘The Valley of Despair: HSE Economists Propose an Explanation for the Dunning–Kruger Effect
The Dunning–Kruger effect, which describes a sharp surge in self-confidence among beginners followed by an equally rapid decline as they gain experience, can be explained by the nature of the learning process and the acquisition of new knowledge. This conclusion was reached by Andrey Vorchik of the HSE Faculty of Economic Sciences together with independent researcher Murat Mamyshev. They developed a mathematical model of learning and demonstrated how subjective confidence is formed and changes as knowledge accumulates, as well as how teachers can reduce the ‘valley of despair’ experienced by learners.

 

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

?

An Algorithm to Satisfy the QoS Requirements in a Heterogeneous LoRaWAN Network

P. 1–6.
Bankov D., Khorov E., Lyakhov A.

LoRaWAN is a popular low power wide area network technology widely used in many scenarios, such as environmental monitoring and smart cities. Different applications demand various quality of service (QoS), and their service within a single network requires special solutions for QoS provision. We consider the problem of QoS provision in heterogeneous LoRaWAN networks that consist of several groups of devices that require different packet loss rate (PLR). To solve this problem, we develop a mathematical model that can find the PLR distribution in a LoRaWAN network. With the model, we show that the PLR can vary significantly, and it is wrong to consider only the average PLR for the QoS provision. Finally, we develop an algorithm for assigning modulation and coding schemes to end-devices that provides PLRs below the required thresholds.

Language: English
DOI
Text on another site
Keywords: performance evaluationLoRa/LoRaWANchannel access methods

In book

2020 IEEE Symposium on Computers and Communications (ISCC)
IEEE, 2020.
Similar publications
Impact of Proactive LEO Satellite Tracking on Heterogeneous IoRT Network Performance
Kozlov A., Mikhail Shapovalov, Alexey Rolich et al., , in: 2023 XVIII International Symposium Problems of Redundancy in Information and Control Systems (REDUNDANCY).: IEEE, 2023. P. 183–188.
Added: November 4, 2023
Study of Multi-Link Channel Access Without Simultaneous Transmit and Receive in IEEE 802.11be Networks
Korolev N., Ilya Levitsky, Startsev I. et al., IEEE Access 2022 Vol. 10 P. 126339–126351
Native support for multi-link operation is a key novelty of the future Wi-Fi 7 technology defined by the IEEE 802.11be standard, which is currently under development. With the 6 GHz band recently granted for Wi-Fi operation, the novel multi-link feature enables simultaneous usage of multiple wide channels. Thus, it multiplies the capacity of Wi-Fi networks ...
Added: December 22, 2022
On the benefits of ray-based modeling for analyzing on-body MmWave systems
Ponomarenko-Timofeev A., Galinina O., Andrey Turlikov et al., , in: 31st IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2020.: IEEE, 2020. Ch. 9217339 P. 1–6.
While optimizing the system-level performance in a network of advanced high-end wearables, millimeter-wave (mmWave) medium access protocols may benefit from leveraging the information on the spatial and temporal dynamics of the radio channel. In this paper, we aim to bridge the existing gap in mmWave on-body propagation studies by analyzing the channel structure based on ...
Added: October 31, 2022
Performance Evaluation of Channel Access in NB-Fi Networks
Bankov D., Levchenko P. A., Lyakhov A. et al., Journal of Communications Technology and Electronics 2022 Vol. 67 No. 6 P. 747–754
The rapid growth of the Internet of Things gives rise to numerous Low Power Wide Area Network technologies, one of which, NB-Fi technology, has been approved as a Preliminary National Standard of the Russian Federation and is planned for wide application. However, the scientific literature contains very few studies of NB-Fi, and the investigation of ...
Added: June 27, 2022
Knowledge Triangle Targeted Science, Technology and Innovation Policy
Meissner D., Gokhberg L., Kuzminov Y. et al., , in: The Knowledge Triangle. Changing Higher Education and Research Management Paradigms.: Switzerland: Springer, 2021. Ch. 1 P. 3–15.
During the last decade, the concept of the Knowledge Triangle (KT) in the form of change processes that foster greater interaction between education, research and innovation activities has left the academic community and diffused to the higher education and research policy arena. As a result, numerous policy measures have been developed and implemented aiming at ...
Added: January 17, 2022
Enabling the Internet of Things With Wi-Fi Halow—Performance Evaluation of the Restricted Access Window
Khorov E., Krotov A., Lyakhov A. et al., IEEE Access 2019 Vol. 7 P. 127402–127415
IEEE 802.11ah, a new amendment to the Wi-Fi standard, adapts Wi-Fi networks to the emerging Internet of Things (IoT). A key component of .11ah is the Restricted Access Window (RAW), a new channel access mechanism, which reduces contention when even thousands of IoT devices operate in the same area by assigning them different channel times. ...
Added: November 27, 2021
The Knowledge Triangle. Changing Higher Education and Research Management Paradigms
Aanstad S., Benner M., Borlaug S. B. et al., Switzerland: Springer, 2021.
During the last decade, the concept of the Knowledge Triangle (KT) in the form of change processes that foster greater interaction between education, research and innovation activities has left the academic community and diffused to the higher education and research policy arena. As a result, numerous policy measures have been developed and implemented aiming at ...
Added: October 4, 2021
Правовые дефекты принципа эффективности использования бюджетных средств
Воронцов О. Г., Журнал российского права 2017 № 2 (242) С. 110–119
The article deals with the problems of implementation of the principle of performance use of budgetary funds. The paper concludes that in the budget law theory there is no common understanding of the category «performance». The author analyzes the legal formulation of the principle of performance use of budgetary funds from the standpoint of external ...
Added: November 17, 2020
Методология оценки программ и практик инициативного бюджетирования в субъектах Российской Федерации
Вагин В. В., Gavrilova V., Финансовая аналитика: проблемы и решения 2017 Т. 10 № 12 С. 1393–1406
Цель статьи — разработка инструментария для проведения оценки программ и практик инициативного бюджетирования. На данном этапе развития механизмов участия граждан в совершенствовании общественной инфраструктуры поселений и решении вопросов местного значения этот вопрос становится все более актуальным. Применены анализ и классификация различных параметров реализации практик инициативного бюджетирования и вызываемых ими социальных и экономических изменений. Предложена логическая модель ...
Added: November 2, 2020
Biased performance evaluation in a model of career concerns: incentives versus ex-post optimality
Stepanov S., Journal of Economic Behavior and Organization 2020 No. 179 P. 589–607
I study a career concerns model in which the principal receives information about the agent’s performance from an intermediary (evaluator). I show that, in general, a biased evaluator is ex-ante optimal for the principal. The ex-ante optimal bias solves the tradeoff between ex-post optimality of the principal’s decisions about the agent and incentive provision. It ...
Added: October 28, 2020
Исследование влияния внеполосного излучения на производительность сетей 5G NR-U
Loginov V., Lyakhov A., Ждановский В. Д., Информационные процессы 2020 Т. 20 № 3 С. 269–283
NR-U is a technology that allows fifth generation cellular networks to utilize unlicensed frequency bands, in particular, the 5 GHz band. In order to increase throughput, an NR-U base station (gNB) can operate at the same time in several frequency channels located within this band. However, a gNB can not always simultaneously transmit in one channel ...
Added: October 6, 2020
Study of LoRa Performance at 433 MHz and 868 MHz Bands Inside a Multistory Building
Bobkov I., Rolich A., Denisova M. et al., , in: 2020 Moscow Workshop on Electronic and Networking Technologies (MWENT).: IEEE, 2020. P. 1–6.
LoRa wireless network has become a widely spread technology among IoT systems recently. LoRa allows to use various ISM bands such as 433 MHz, 868 MHz and 915 MHz. During this study 433 MHz and 868 MHz frequencies have been compared. Parameters such as SNR and RSSI were measured at different floors and visualized. A ...
Added: May 7, 2020
Performance Evaluation of Large Table Association Problem Implemented in Apache Spark on Cluster with Angara Interconnect
Agarkov A., Semenov A., , in: Proceedings of the 3rd Ural Workshop on Parallel, Distributed, and Cloud Computing for Young ScientistsVol. 1990: Proceedings of the 3rd Ural Workshop on Parallel, Distributed, and Cloud Computing for Young Scientists.: CEUR Workshop Proceedings, 2017. P. 92–101.
In this paper we consider an association problem with constraints for two dynamically enlarging tables. We consider a base full association algorithm and propose a partial association algorithm that improves efficiency of the base algorithm. We implement and evaluate the algorithms in Apache Spark for a particular case on the cluster with Angara interconnect. ...
Added: October 30, 2019
Early Performance Evaluation of Supervised Graph Anomaly Detection Problem Implemented in Apache Spark
Mazeev A., Semenov A., Dmitry D. et al., , in: Proceedings of the 3rd Ural Workshop on Parallel, Distributed, and Cloud Computing for Young ScientistsVol. 1990: Proceedings of the 3rd Ural Workshop on Parallel, Distributed, and Cloud Computing for Young Scientists.: CEUR Workshop Proceedings, 2017. P. 84–91.
Apache Spark is one of the most popular Big Data frameworks. Performance evaluation of Big Data frameworks is a topic of interest due to the increasing number and importance of data analytics applications within the context of HPC and Big Data convergence. In the paper we present early performance evaluation of a typical supervised graph ...
Added: October 30, 2019
Energy efficient method of data transmission in a heterogeneous network of the Internet of things for remote areas
Lysogor I., Voskov L., Rolich A. et al., , in: 2019 International Siberian Conference on Control and Communications (SIBCON). Proceedings.: Tomsk: Tomsk State University of Control Systems and Radioelectronics (TUSUR), 2019. P. 1–6.
The paper reviewed and analyzed protocols, technologies for transferring and presenting IoT data, developed a model of a heterogeneous IoT network for hard-to-reach areas, proposed a method to improve the efficiency of data transfer in a heterogeneous IoT network. As a result of the work, a model of using the Internet of Things technology (LPWAN) ...
Added: July 11, 2019
Unsupervised Graph Anomaly Detection Algorithms Implemented in Apache Spark
Semenov A., Mazeev A., Dmitry D. et al., Lobachevskii Journal of Mathematics 2018 Vol. 39 No. 9 P. 1262–1269
The graph anomaly detection problem occurs in many application areas and can be solved by spotting outliers in unstructured collections of multi-dimensional data points, which can be obtained by graph analysis algorithms. We implement the algorithm for the small community analysis and the approximate LOF algorithm based on Locality-Sensitive Hashing, apply the algorithms to a ...
Added: June 10, 2019
Mathematical model of LoRaWAN channel access with capture effect
Bankov D., Khorov E., Lyakhov A., , in: 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).: IEEE, 2017. P. 1–5.
LoRaWAN is a promising low power long range wireless communications technology for the Internet of Things. An important feature of LoRaWAN gateways is related to so-called capture effect: under some conditions the gateway may correctly receive a frame even if it overlaps with other ones. In this paper, we develop a pioneering mathematical model of ...
Added: October 9, 2018
Toward trusted, social-aware D2D connectivity: bridging across the technology and sociality realms
Ometov A., Orsino A., Militano L. et al., IEEE Wireless Communications 2016 Vol. 23 No. 4 P. 103–111
Driven by the unprecedented increase of mobile data traffic, D2D communications technology is rapidly moving into the mainstream of the 5G networking landscape. While D2D connectivity originally emerged as a technology enabler for public safety services, it is likely to remain at the heart of the 5G ecosystem by spawning a wide diversity of proximate ...
Added: March 13, 2018
A novel security-centric framework for D2D connectivity based on spatial and social proximity
Ometov A., Orsino A., Militano L. et al., Computer Networks 2016 No. 107 P. 327–338
Device-to-device (D2D) communication is one of the most promising innovations in the next-generation wireless ecosystem, which improves the degrees of spatial reuse and creates novel social opportunities for users in proximity. As standardization behind network-assisted D2D technology takes shape, it becomes clear that security of direct connectivity is one of the key concerns on the ...
Added: March 13, 2018
  • 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