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A new approach for sparse Bayesian channel estimation in SCMA uplink systems
P. 1–5.
The rapid growth of traffic and number of simultaneously available devices leads to the new challenges in constructing fifth generation wireless networks (5G). To handle with them various schemes of non-orthogonal multiple access (NOMA) were proposed. One of these schemes is Sparse Code Multiple Access (SCMA), which is shown to achieve better link level performance. In order to support SCMA signal decoding channel estimation is needed and sparse Bayesian learning framework may be used to reduce the requirement of pilot overhead. In this paper we propose a modification of sparse Bayesian learning based channel estimation algorithm that is shown to achieve better accuracy of user detection and faster convergence in numerical simulations.
In book
NY: Institute of Electrical and Electronic Engineers, 2016.
Смирнов И. А., В кн.: Сборник научных трудов по материалам XX Международной научно-практической конференции «УСТОЙЧИВОЕ РАЗВИТИЕ ОБЩЕСТВА: НОВЫЕ НАУЧНЫЕ ПОДХОДЫ И ИССЛЕДОВАНИЯ» (шифр – МУРО) от 08.07.2025.: М.: [б.и.], 2025. С. 105–113.
The study is devoted to assessing the effectiveness of measures to reduce cyber risks in 5G networks. The key vulnerabilities and threats arising from the development of artificial intelligence technologies, big data analysis, the Internet of Things and robotics are considered. The architecture of 5G networks is analyzed, the main cybersecurity threats are identified and ...
Added: September 7, 2025
Ivan A. Smirnov, Koucheryavy E., Elektrotehniski Vestnik/Electrotechnical Review 2025 Vol. 92 No. 3 P. 104–114
Abstract. The 5G communication networks have been destined to become one of the pillars of the digital economy, driven by artificial intelligence (AI), machine learning (ML), Big Data, Internet of Things (IoT) and robotization. The 5G networks have inherited many vulnerabilities from the preceding systems. In this regard, the issue of a proper information security ...
Added: April 28, 2025
Матвеев Н. В., Tyurlikov A., Н. Л. et al., Информационно-управляющие системы 2019 № 6 С. 54–67
Introduction: Intensive research is currently underway in the field of data transmission systems for the Internet of Things in relation to various scenarios of Massive Machine Type Communication. The presence of a large number of devices in such systems necessitates the use the methods of random multiple access to a common communication channel. It is ...
Added: November 18, 2024
Zhivtsova A., Beschastnyi V., Koucheryavy E. et al., IEEE Access 2024 Vol. 12 P. 118565–118586
Integrated Access and Backhaul (IAB) is expected to become a key part of the 5G and future cellular systems enabling cost-controlled network densification. IAB relies upon multi-hop relaying, which makes delay a critical factor, especially for the half-duplex operational regime where only a subset of access and backhaul links can be scheduled simultaneously. Numerous dynamic ...
Added: November 15, 2024
Koucheryavy E., Beschastnyi V., Ostrikova D. et al., Computer Networks 2024 Vol. 254
The recently standardized reduced capability (RedCap) type of user equipment (UE) for 5G New Radio (NR) systems offers a useful option for energy-constrained devices. By utilizing a combination of discontinuous reception (DRX), wake-up signal (WUS), and radio resource management (RRM) relaxation functions, RedCap UE may provide excellent power efficiency for a large set of applications. ...
Added: November 15, 2024
Susloparov M., Krasilov A., Khorov E., IEEE Communications Letters 2024 Vol. 28 No. 9 P. 2211–2215
Emerging eXtended Reality (XR) applications impose strict requirements on throughput, delay, and reliability, which limits the capacity of 5G systems operating only in one band, i.e., either a sub-6-GHz band or a mmWave one. To address this problem, the letter considers a scenario with a mixture of XR and broadband traffic and explores how to ...
Added: September 18, 2024
Пойда А. И., Глинский К. А., Tyarin A. et al., Информационные процессы 2023 Т. 4 № 23 С. 600–611
Reconfigurable Intelligent Surfaces (RIS) have emerged as a promising technology to enhance the throughput and coverage of wireless networks by adaptively adjusting the phase and amplitude of reflected signals. The conventional approach to configuring RIS relies on transmitting channel state information from a Mobile Station (MS) to a Base Station (BS), with the BS subsequently ...
Added: January 17, 2024
Kirill Glinskiy, Kureev A., Khorov E., IEEE Access 2024 Vol. 12 P. 329–338
A key feature of 5G systems is the Ultra-Reliable Low-Latency Communication (URLLC), which can be used for remote surgery, smart grids, industrial control, etc. URLLC requires millisecond-level delays and very high reliability, i.e., less than 10−5 packet loss probability. The ability to satisfy these very strict quality of service requirements depends on selecting the Modulation and Coding ...
Added: January 17, 2024
Буртаков И. А., Горбунова А. О., Kureev A. et al., Информационные процессы 2023 Т. 23 № 4 С. 612–623
Reconfigurable Intelligent Surface (RIS) is a promising technology that can increase the capacity and coverage of wireless networks. The effectiveness of RIS is determined by its configuration, which can be made based on the information about location of the transceiver devices. In practice, there are two main types of RIS configurations: focusing the signal reflected ...
Added: January 17, 2024
Ostrikova D., Beschastnyi V., Moltchanov D. et al., IEEE Transactions on Mobile Computing 2024 Vol. 23 No. 5 P. 5511–5526
The 5G millimeter wave (mmWave) New Radio (NR) systems are prone to blockage and micromobility effects. To improve service reliability, 3GPP proposed a dual-connectivity allowing UE to maintain links to two base stations (BS). However, this functionality is power-hungry resulting in a trade-off between performance and power efficiency. In this paper, we compare user equipment ...
Added: January 10, 2024
Krasilov A., Shamsutdinov A., Shashin A. et al., , in: 2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom).: IEEE, 2023. P. 312–317.
Ultra-Reliable Low-Latency Communications (URLLC) is a new type of service supported in 5G systems, which imposes very strict requirements on packet delivery time and reliability. Many URLLC applications generate sporadic traffic in the uplink. To satisfy strict URLLC requirements for such a type of traffic, a 5G base station can use the Grant-Free channel access ...
Added: November 8, 2023
IEEE, 2023.
2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom) ...
Added: November 8, 2023
Khayrov E., Yevgeni Koucheryavy, IEEE Access 2023 Vol. 11 P. 90383–90395
With the introduction of the Integrated Access and Backhaul (IAB) technology by 3GPP, the last mile in beyond 5G cellular systems will be characterized by multiple wireless backhaul links between the user equipment and base station. In such multi-hop configurations, packet latency becomes a dominant factor characterizing the quality of service (QoS) delivered to the ...
Added: September 11, 2023
Degterev D. A., Пискунов Д. А., Еремин А. А., Полис. Политические исследования 2023 № 3 С. 20–38
Increasing U.S. – China competition revealed the leading role of the technology sphere in the terms of global leadership. Ongoing rivalry between two states led to the appearance of decoupling process which results in severance of economic, technological, and political ties. This phenomenon was taken on a global scale, with the U.S. and China seeking to form techno-economic ...
Added: September 7, 2023
Shashin A., Krasilov A., Khorov E., Информационные процессы 2023 Т. 23 № 2 С. 220–230
5G cellular systems provide a new service called Ultra-Reliable Low-Latency Communications (URLLC). In many URLLC scenarios, e.g., in intelligent transport systems, users move at high speed and transmit data in the uplink. The base station shall assign transmission parameters that satisfy the strict quality of service requirements of URLLC applications and consume the least amount ...
Added: July 24, 2023
Shashin A., Belogaev A., Krasilov A. et al., Computer Networks 2023 Vol. 222 Article 109527
Ultra-Reliable Low-Latency Communications (URLLC) is a key service of 5G systems that imposes very strict Quality of Service (QoS) requirements. Typically, URLLC applications require successful delivery of at least 99.999% of packets with a packet delivery time below 1 ms. To satisfy these requirements for uplink URLLC traffic, 5G specifications introduce a grant-free channel access method. ...
Added: July 19, 2023
Bankov D., Khorov E., Krasilov A. et al., IEEE Wireless Communications Letters 2023 Vol. 12 No. 8 P. 1449–1453
5G Vehicle-to-Everything (V2X) is a promising technology to satisfy the increasing demands of intelligent transportation systems. Emerging V2X applications with a high level of automation impose very strict requirements on latency (less than 10 ms) and reliability (higher than 99.99%). For sporadic traffic, such demands can be satisfied with a distributed channel access method called ...
Added: May 30, 2023
E. M. Khayrov, V. A. Prosvirov, Platonova A., , in: Distributed Computer and Communication Networks: Control, Computation, Communications: 25th International Conference, DCCN 2022, Moscow, Russia, September 26–29, 2022, Revised Selected Papers.: Switzerland: Springer, 2022. Ch. 13 P. 161–175.
The introduction of integrated access and backhaul (IAB) technology in beyond 5G systems will result in multiple wireless backhaul links between the user equipment (UE) and the base station (BS). This configuration motivates the research into traffic at the packet level to evaluate the quality of service (QoS) provided to users. At the same time, ...
Added: May 19, 2023
E. Khorov, A. Krasilov, M. Susloparov et al., IEEE Communications Surveys and Tutorials 2023 Vol. 25 No. 4 P. 2862–2891
Emerging wireless systems target to provide multi-Gbps data rates for each user, which can be achieved by utilizing ultra-wide channels available at mmWave, terahertz, and lightwave frequencies. In contrast to the traditional spectrum below 6 GHz, these high-frequency bands raise many issues, complicating their usage. For example, because of high signal attenuation and blockage by ...
Added: December 23, 2022
A. A. Ovchinnikov, Fominykh A. A., , in: 2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF).: IEEE, 2020. P. 1–5.
The paper examines the decoding of low-density parity-check codes taking into account the source distribution.
More specifically, we consider the alteration of LLR calculation on the input of belief propagation decoder. The experimental results for binary input additive white Gaussian noise channel are presented using various source distributions. ...
Added: October 30, 2022