EDBT 2026 Demo / reviewers in the wild / expert
Evgeny M. Khorov
dblp:19/742
· DBLP profile ↗
48ranked-venue papers
13as first author
15since 2021 · last 2026
0000-0001-5541-4671ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Computer networks · 32 · 10 first-author · 13 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | On minimizing the energy consumption in NB-Fi networks with restrictions on packet loss rate and duty cycle
Dmitry Bankov 0001, A. A. Fedorishcheva, Polina Levchenko, Andrey I. Lyakhov, Evgeny M. Khorov |
Ad Hoc Networks | 5 |
| 2025 | Software-Based Restricted Access Window for Wi-Fi HaLow DevicesabstractWi-Fi HaLow offers promising capabilities for handling heterogeneous traffic in Internet of Things environments through its high throughput and built-in scheduled access mechanisms, including Restricted Access Window (RAW) and Target Wake Time (TWT), which save energy and avoid collisions. However, most existing devices do not support such mechanisms, which significantly limits the performance of Wi-Fi HaLow networks. An alternative solution is to implement software-based scheduled access at the application level, i.e., make an application responsible for scheduled data transmission. Correct operation of software-based scheduling requires knowledge of possible latencies caused by data processing and Medium Access Control (MAC) layer random access mechanisms. In this paper, we tackle this problem and study latencies for the Software-Based RAW (SB-RAW) mechanism for scheduled data transmissions. Based on that, we estimate the minimum guard interval between scheduled transmissions using Wi-Fi HaLow devices. Our findings provide practical guidelines for SB-RAW usage in Wi-Fi HaLow networks, particularly for applications with various traffic requirements. Ilya Ivanov, Kirill Glinskiy, Aleksey A. Kureev, Evgeny M. Khorov |
PIMRC | 4 |
| 2025 | Coexistence of NR-U operators in multichannel scenarios: Fair cooperation or endless struggle for channel resources
Viacheslav Loginov, Aleksandr Troegubov, Andrey I. Lyakhov, Evgeny M. Khorov |
Ad Hoc Networks | 4 |
| 2025 | Experimental study of a User-Centric RIS in existing cellular systems
Arseny Poyda, Andrey Tyarin, Kirill Glinskiy, Ilya Burtakov, Aleksey A. Kureev, Evgeny M. Khorov |
Comput. Networks | 6 |
| 2025 | How to achieve the best Quality of Service using Periodic Restricted Access Window under correlated event detection
Maria V. Shlapak, Andrey I. Lyakhov, Evgeny M. Khorov |
Comput. Networks | 3 |
| 2024 | Analytical study of Restricted Access Window with short slots for fast and reliable data delivery from energy-harvesting sensors
Elizaveta Zazhigina, Ruslan Yusupov, Andrey I. Lyakhov, Evgeny M. Khorov |
Comput. Networks | 4 |
| 2024 | Enabling Industrial Internet of Things With Wi-Fi 6: An Automated Factory Case StudyabstractIndustrial Internet of Things applications require low and deterministic delays, which is a challenging target for emerging wireless communication technologies. While the upcoming Wi-Fi 7 and Wi-Fi 8, tailored for real-time and reliable communications, are under development, this article focuses on Wi-Fi 6 and explores its capabilities to support industrial applications. This article summarizes key lessons learned during an industrial project on factory automation with Wi-Fi 6, describes and advocates a solution that satisfies quality of service requirements in industrial scenarios. To generalize the designed scheme, this article proposes a framework that maximizes the capacity of the system under reliability and latency constraints. Through extensive simulations, this article shows that the proposed scheme more than doubles the network capacity compared with the default Wi-Fi 6 implementation in terms of the number of stations served with low and deterministic packet delivery delays. Anton Yu. Karamyshev, Mikhail Liubogoshchev, Andrey I. Lyakhov, Evgeny M. Khorov |
IEEE Trans. Ind. Informatics | 4 |
| 2023 | Adaptive parameters selection for uplink grant-free URLLC transmission in 5G systems
Aleksei Shashin, Andrey Belogaev, Artem N. Krasilov, Evgeny M. Khorov |
Comput. Networks | 4 |
| 2023 | On the Limits and Best Practice for NB-Fi: A New LPWAN TechnologyabstractNB-Fi is a new low-power wide-area network technology, which has become widely used for smart cities, smart grids, the Industrial Internet of Things, and telemetry applications. Although many countries use NB-Fi, almost no papers study NB-Fi, and its peak performance is unknown. This article aims to fill this gap by analyzing this technology and studying the problem of rate assignment in NB-Fi networks. For that, this article develops a mathematical model used to find the packet loss ratio, packet error rate, and the average delay for various rate assignment approaches. The performance evaluation results are used to develop the guidelines for NB-Fi configuration to optimize the network performance. Dmitry Bankov 0001, Polina Levchenko, Andrey I. Lyakhov, Evgeny M. Khorov |
IEEE Internet Things J. | 4 |
| 2022 | Policy Learning based Cognitive Radio for Unlicensed Cellular CommunicationabstractWith the fast evolution in the cellular communication, the unlicensed spectrum is exploited to resolve the shortage of band resources. The sharing of the unlicensed spectrum extends the applications of LTE and 5G NR techniques, especially in the industrial Internet of Things (IIoT). However, the coexistence problem among various communication technologies in the unlicensed spectrum arises great concerns due to the different communication mechanisms. The existing solutions are either not compatible with the LTE/NR standards or not flexible enough for complex and dynamic IIoT environments. In this paper, we propose a policy learning based unlicensed communication (PLUC) framework to directly learn coexistence policies from the spectrogram of frequency channels. A recurrent neural network (RNN) is built to deal with the observations from time-variant spectrogram and extract deep learning features. We further verify this framework under the duty cycle mechanism and the listen before talk mechanism in 3GPP standards, respectively. The experiments reveal the effectiveness of the proposed framework in the dynamic environment. Peihao Yang, Jiale Lei, Linghe Kong, Chenren Xu, Peng Zeng 0001, Evgeny M. Khorov |
GLOBECOM | 6 |
| 2022 | Feasibility of simultaneous transmit and receive in wi-fi 7 multi-link devices: demoabstractMulti-link operation (MLO) is a key feature of Wi-Fi 7, which is currently under development. MLO improves throughput and latency by allowing two devices to establish multiple links between them. The maximal gains are achieved when the links do not interfere, and the devices can use them independently. Otherwise, inter-channel interference prevents successful frame reception. In this case, the Wi-Fi 7 standard forbids simultaneous transmission and reception on such links. This demo shows the effect of cross-link interference in Wi-Fi and discuss that even with notable cross-link interference, simultaneous transmission and reception are still possible in some cases. Ilya Levitsky, Yaroslav Okatev, Evgeny M. Khorov |
MobiHoc | 3 |
| 2022 | A prototype of uplink NOMA wi-fi with successive interference cancellation: demoabstractNew data transmission methods are needed for future Wi-Fi networks to increase throughput and support dense deployments. Wi-Fi networks often consist of devices of different generations, so these methods need to support backward compatibility. Uplink non-orthogonal multiple access (UL-NOMA) is one of the promising methods to address this problem. UL-NOMA increases the spectral efficiency of wireless networks by separating signals by power. However, only a few papers study UL-NOMA in Wi-Fi analytically or with simulations. This demo presents a prototype of a UL-NOMA Wi-Fi communication system and discusses how to implement successive interference cancellation in a UL-NOMA receiver taking into account Wi-Fi limitations. Roman Zlobin, Aleksey A. Kureev, Evgeny M. Khorov |
MobiHoc | 3 |
| 2022 | A Phase Noise Resistant Constellation Rotation Method and Its Experimental Validation for NOMA Wi-FiabstractNon-orthogonal multiple access (NOMA) is a well-accepted technology for future Wi-Fi systems to improve spectral efficiency. NOMA allows an access point (AP) to simultaneously serve multiple devices by splitting the transmit power between them. Using the superposition coding the AP combines signals of different frames with predefined power weights. However, as it is already known, the phase noise caused by hardware imperfections limits the performance of NOMA transmissions. The paper proposes a practical, easy-to-implement, and backward-compatible method to rotate the constellation of the low power signal in order to make it more robust to the phase noise. A mathematical model is developed to find such a rotation angle that minimizes the bit error rate (BER) of the low power frame. A new NOMA Wi-Fi prototype testbed is developed with the new feature of constellation rotation ability, which is used to validate the performance of our proposed method. Many experimental results show the proposed constellation rotation approach significantly decreases the BER in high signal-to-noise scenarios. Evgeny M. Khorov, Aleksey A. Kureev, Ilya Levitsky, Ian F. Akyildiz |
IEEE J. Sel. Areas Commun. | 1 |
| 2022 | CR-LBT: Listen-Before-Talk With Collision Resolution for 5G NR-U NetworksabstractTo achieve higher throughputs in cellular networks, 3GPP proposes to use unlicensed frequency bands and develops technologies — the latest one is NR-U — allowing a cellular base station to transmit in unlicensed bands, which are already occupied by Wi-Fi networks. To enable fair channel sharing between two technologies, the base station uses a sort of CSMA/CA with binary exponential backoff similar to Wi-Fi. However, the base station can start data transmission only at strictly periodic time moments. Many papers propose sending a reservation signal between the end of the backoff procedure and such a moment to prevent nearby devices from accessing the channel. However, this approach significantly reduces Wi-Fi performance. The paper proposes a novel method CR-LBT of transmitting a reservation signal that greatly decreases channel resource waste caused by collisions and improves channel resource sharing fairness. With developed analytical models and simulations, it is shown that CR-LBT may simultaneously increase the throughput of both NR-U and Wi-Fi networks. The effect is more noticeable for the Wi-Fi network, the throughput of which may rise three times compared with the traditional method of sending the reservation signal. Finally, the influence of various factors on CR-LBT performance is studied. Viacheslav Loginov, Evgeny M. Khorov, Andrey I. Lyakhov, Ian F. Akyildiz |
IEEE Trans. Mob. Comput. | 2 |
| 2021 | A Framework to Maximize the Capacity of 5G Systems for Ultra-Reliable Low-Latency CommunicationsabstractProviding Ultra-Reliable Low-Latency Communications (URLLC) is one of the key challenges for 5G systems, which requires the redesign of both radio access technologies and the architectures. While 3GPP and the research community focus mainly on radio low layer functionality and architectural changes that enable URLLC, this article proposes a novel cross-layer framework that extends the already standardized 5G solutions to support a very massive number of users/flows in the system. The framework consists of a scheduler, a congestion avoidance algorithm, and a new traffic management algorithm, which together achieve the maximum capacity of 5G systems for URLLC, i.e., they maximize the load at which the reliability and latency requirements are satisfied for at least 99 percent of the users. Extensive performance evaluation results demonstrate that the proposed framework achieves the network capacity very close to the upper bound. Evgeny M. Khorov, Artem N. Krasilov, Ilya Selnitskiy, Ian F. Akyildiz |
IEEE Trans. Mob. Comput. | 1 |
| 2020 | An Algorithm to Satisfy the QoS Requirements in a Heterogeneous LoRaWAN NetworkabstractLoRaWAN 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. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov |
ISCC | 2 |
| 2020 | Flexible Multiplexing of Grant-Free URLLC and eMBB in UplinkabstractThe fifth-generation wireless systems shall serve the traffic of various applications that impose different Quality of Service (QoS) requirements. A significant problem is how to efficiently multiplex flows with different QoS requirements having a limited amount of channel resources. In this paper, we study the problem of multiplexing enhanced Mobile Broadband (eMBB) traffic and Ultra-Reliable Low-Latency Communications (URLLC) traffic in the uplink channel. While the eMBB traffic is served with scheduled (grant-based) access to maximize throughput, the URLLC traffic is served with grant-free access to satisfy strict latency requirements. We propose a novel flexible scheme for eMBB/URLLC multiplexing that is based on non-orthogonal multiple access. As a part of this scheme, we develop a scheduling and power allocation algorithm for eMBB users that considers the constraints imposed by grant-free URLLC transmissions. With simulations, we compare the performance of the proposed scheme with the existing ones and show that our scheme increases throughput for the eMBB users while satisfying strict QoS requirements for the URLLC ones. Additionally, we demonstrate that the proposed scheme significantly reduces the protocol overhead induced by reconfiguration of grant-free URLLC transmissions, which is very important in the case of mobile URLLC users. Ilya Gerasin, Artem N. Krasilov, Evgeny M. Khorov |
PIMRC | 3 |
| 2020 | Fast and accurate analytical tools to estimate network capacity for URLLC in 5G systems
Anton Yu. Karamyshev, Evgeny M. Khorov, Artem N. Krasilov, Ian F. Akyildiz |
Comput. Networks | 2 |
| 2020 | Radio access network design with software-defined mobility management
Ahan Kak, Aleksey A. Kureev, Evgeny M. Khorov, Ian F. Akyildiz |
Wirel. Networks | 3 |
| 2019 | Poster: fast and reliable alert delivery in Wi-Fi HaLow sensor networksabstractRapidly evolving, the Internet of Things poses new challenges for the developers of wireless networks. Various industrial automation, agriculture monitoring, and smart cities scenarios require fast and reliable alert delivery. In many systems, multiple sensors are entrusted to react to the same emergency event. Thus it is enough to receive an alert message from any of these sensors. However, such a message shall be reliably delivered as soon as possible. Recently published Wi-Fi HaLow standard defines the Restricted Access Window (RAW) mechanism that coordinates transmissions of numerous devices and thus can improve reliability and reduce delay. The paper proposes an approach for alert delivery with RAW and investigates how to select optimal RAW parameters, i.e. those parameters that minimize channel time consumption while providing satisfactory reliability and delay for the alert delivery. Evgeny M. Khorov, Andrey I. Lyakhov, Ivan Nasedkin, Ruslan Yusupov |
Networking | 1 |
| 2019 | Analytical Study of License-Assisted Access in 5G NetworksabstractThe volume of traffic transmitted over cellular networks is growing significantly every year. To improve LTE network throughput, 3GPP has proposed License-Assisted Access (LTE-LAA), which allows utilizing the unlicensed 5GHz spectrum already used by Wi-Fi and other technologies. To enable fair resource sharing, LTE-LAA adopts CSMA/CA-based channel access with binary exponential backoff similar to Wi-Fi, However, because of the LTE-LAA technology constraints, the LTE-LAA base station may start data transmission only at rather rare licensed carrier slot boundaries. The essential question, what the base station should do between the end of the backoff procedure and the closest licensed slot boundary, is left implementation dependent. In the paper, we have developed analytical models to study the performance of different LTE-LAA implementations and analyze channel sharing fairness between LTE-LAA and Wi-Fi networks in the coexistence scenario. Moreover, we investigate how the performance of LTE-LAA channel access can be improved using New Radio flexible numerology, which is one of the main features of currently developed 5G systems. Polina Kutsevol, Viacheslav Loginov, Evgeny M. Khorov, Andrey I. Lyakhov |
Networking | 3 |
| 2019 | Enabling Massive Real-Time Applications in IEEE 802.11be NetworksabstractNext generation Wi-Fi networks are expected to support real-time applications that impose strict requirements on the packet transmission delay and packet loss ratio. Such applications form an essential target for the future Wi-Fi standard, namely IEEE 802.11be, the development process of which started in 2019. A promising way to provide efficient real-time communications in 802.11be networks requires some modification of the uplink OFDMA feature originally introduced in the IEEE 802.11ax amendment to the Wi-Fi standard. This feature allows the access point to reserve channel resources for upcoming urgent transmissions. The paper explains why uplink OFDMA random access of 802.11ax does not perfectly fit the requirements of real-time applications and proposes an easy-to-implement modification of the channel access rules for future 802.11be networks. With extensive simulation, it is shown that this modification together with a new resource allocation algorithm outperforms the existing ways to support real-time applications, especially for a heavy load and a high number of users. In particular, they provide extremely low delays for real-time traffic, while the throughput for non-real-time traffic is reduced insignificantly. Evgeny Avdotin, Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov |
PIMRC | 3 |
| 2019 | New Collision Detection Method for Fair LTE-LAA and Wi-Fi CoexistenceabstractGrowing requirements for cellular network capacity made 3GPP consortium introduce License-Assisted Access (LAA), which implies unlicensed spectrum exploitation. Since these frequencies are already occupied by other technologies, such as Wi-Fi, it is vital to assure fair and efficient sharing of the unlicensed bands by LAA and Wi-Fi devices. Hence, LAA uses Listen Before Talk, the principle of which is similar to CSMA/CA implemented in Wi-Fi. Specifically, similar to Wi-Fi, an LAA base station performs the backoff procedure before every transmission attempt. However, the base station can only start LAA data transmission at licensed spectrum slot boundaries, which results in an extremely long vulnerable period from the end of backoff procedure till the slot boundary. During such a vulnerable period other devices, e.g., Wi-Fi stations, can occupy the channel, canceling the LAA transmission. To protect LAA transmissions, many developers propose sending a reservation signal during the whole vulnerable period, which in turn blocks Wi-Fi stations, occupying the channel with the useless signal and resulting in the channel resource sharing unfairness. To solve this problem, this paper designs a novel mechanism, which allows the LAA base station to detect collisions of Wi-Fi transmissions with the reservation signal. An analytical model for various LAA implementations is developed. Using the model, it is shown how LAA performance can be improved with the proposed mechanism without Wi-Fi performance degradation. Polina Kutsevol, Viacheslav Loginov, Evgeny M. Khorov, Andrey I. Lyakhov |
PIMRC | 3 |
| 2018 | OFDMA Uplink Scheduling in IEEE 802.11ax NetworksabstractIn the modern world, a high-speed wireless Internet connection is a necessity rather than a luxury. To improve the efficiency of Wi-Fi networks in dense deployment, a novel amendment to the Wi-Fi standard, namely IEEE 802.11ax introduces Orthogonal frequency-division multiple access (OFDMA). In contrast to legacy Wi-Fi, where performance of a station to a considerable degree depends on rate control, aggregation and other decision-making algorithms implemented at the station, in 11ax networks it is the access point that schedules channel time and specifies transmission parameters for both uplink and downlink. Although OFDMA scheduling in 11ax has much in common with that in cellular networks, e.g. LTE, 11ax has some peculiarities, especially for uplink transmission. Focusing on such peculiarities, in this paper, we investigate the scheduling problem in 11ax, propose a set of schedulers for 11ax, compare their performance and determine the gain achievable by the usage of OFDMA. Dmitry Bankov 0001, Andre Didenko, Evgeny M. Khorov, Andrey I. Lyakhov |
ICC | 3 |
| 2018 | Cloud Control to Optimize Real-Time Video Transmission in Dense IEEE 802.11aa/ax NetworksabstractInter-and intra-cell interferences significantly degrade the quality of service (QoS) in dense Wi-Fi networks. A promising way to cope with the interference is the use of centralized coordination of various stations in a Wi-Fi infrastructure network. Specifically, to avoid interference from the neighbors, the interfering stations need to execute orthogonal channel access and transmit data in non-overlapping channel times. The paper studies how to use the the features of IEEE 802.11aa/ax in order to guarantee reliable real-time video communication in dense Wi-Fi networks. In particular, IEEE 802.11aa allows an access point to reserve in advance a periodic sequence of channel times during which the data can be transmitted only between two devices, while the neighboring devices should keep silent. IEEE 802.11ax introduces trigger-based multi-user access, which can be done in a periodic way. To optimize and synchronize schedules of various access points a cloud controller can be used. Because of the random nature of the wireless channel and dynamic bit rate of a video stream, the amount of needed channel time varies. The paper proposes an approach on how to jointly use the reserved channel times and the idle channel times in order to satisfy QoS requirements of real-time video transmissions. A mathematical model is developed which can be used at the cloud controller to optimize the performance of the designed approach in terms of satisfying QoS requirements with the minimal channel time consumption. The high efficiency of the designed approach is evaluated with the real video traces. Evgeny M. Khorov, Alexander S. Ivanov, Andrey I. Lyakhov, Ian F. Akyildiz |
MASS | 1 |
| 2018 | Enabling Low Latency Communications in Wi-Fi NetworksabstractUltra Reliable Low Latency Communications (URLLC) is an important challenge for the next generation wireless networks, which poses very strict requirements to the delay and packet loss ratio. Satisfaction is hardly possible without introducing additional functionality to the existing communication technologies. In the paper, we propose and study an approach to enable URLLC in Wi-Fi networks by exploiting an additional radio similar to that of IEEE 802.11ba. With extensive simulation, we show that our approach allows decreasing the delay by orders of magnitude, while the throughput of non-URLLC devices is reduced insignificantly. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov, Mark Sandal |
PIMRC | 2 |
| 2018 | NOMA Testbed on Wi-FiabstractNon-Orthogonal Multiple Access (NOMA) is currently considering as a promising technology for increasing the network efficiency in heterogeneous scenarios with different types of traffic and interference conditions. In spite of numerous theoretical works, there are few experimental studies of NOMA, most of which consider cellular networks. In this short paper, we present our pioneering NOMA testbed for Wi-Fi networks. Because the Wi-Fi technology is much simpler and cheaper than the cellular ones, we expect that the testbed can be used by the research community to validate various solutions designed for NOMA in real equipment. Evgeny M. Khorov, Aleksey A. Kureev, Ilya Levitsky |
PIMRC | 1 |
| 2018 | Study of Fast Multi-hop ALOHA with Instant ForwardingabstractNowadays multi-hop wireless networks have become a popular topic with various applications, including smart grids and sensor networks aimed at monitoring and quality control of industrial systems. In such networks, the amount of generated data is not high, but this data should be delivered with low delay. However, random access methods commonly used in multi-hop networks usually adopt a backoff procedure aimed at collision avoidance, which significantly increases packet delivery time in case of multi-hop transmission. In this paper, to reduce delays in multi-hop networks, we propose an extension to the well-known slotted ALOHA channel access method, which allows performing the first forwarding attempt instantly, without any backoff procedure. We have developed an analytical model to find the stability region of the proposed channel access method, as well as to find its optimal parameter values. In addition, we prove the high efficiency of the proposed method with simulation. Viacheslav Loginov, I. S. Kargin, Evgeny M. Khorov, Andrey I. Lyakhov |
PIMRC | 3 |
| 2018 | Mathematical study of QoS-aware multicast streaming in Wi-Fi networksabstractIn modern versions of Wi-Fi, multicast transmission can be performed with a palette of methods defined in the IEEE 802.11aa amendment. Additionally, this amendment recommends to protect multicast transmission by transmitting in preliminarily reserved time intervals. Such an approach reduces interference with neighboring stations and increases the delivery probability. In the paper, we develop a general mathematical model of multicast transmission of a delay-sensitive flow. We use the model to evaluate the efficiency of the available multicast transmission methods and to choose such transmission parameters that minimize channel resource consumption while providing required Quality of Service. Alexander S. Ivanov, Evgeny M. Khorov, Andrey I. Lyakhov, Egor Kuznetsov |
WCNC | 2 |
| 2018 | Radio resource and traffic management for ultra-reliable low latency communicationsabstractUltra-Reliable Low Latency Communications (URLLC) is an important feature of 5G networks which cannot be enabled without redesigning the architecture of cellular networks. While most activities in 3GPP are focused on developing low-layer functionality, such as modulation and coding schemes, OFDMA numerology, fast hybrid automatic repeat request, in the paper, we study the influence of upper-layer functionality - specifically, resource allocation and traffic management algorithms - on URLLC performance. Although such algorithms cannot enable ultra-high reliability and ultra-low latency, with accurate system level simulations we show that the proper choice of such algorithms can significantly improve network capacity for URLLC traffic. Evgeny M. Khorov, Artem N. Krasilov, Aleksei O. Malyshev |
WCNC | 1 |
| 2018 | Two-Slot Based Model of the IEEE 802.11ah Restricted Access Window with Enabled Transmissions Crossing Slot BoundariesabstractRecently appeared the IEEE 802.11ah standard has introduced a new channel access mechanism, so-called Restricted Access Window (RAW). This mechanism allows an access point (AP) to reduce contention for the channel in overloaded Wi-Fi networks by limiting the number of stations simultaneously accessing the channel. The 802.11ah AP divides all associated stations into groups and allocates for each group an interval of time, which is called a RAW slot. This paper considers the RAW mechanism with enabled transmissions crossing slot boundaries, which means that a station is allowed to end the current transmission attempt even after a completion of the allocated RAW slot. We present a new mathematical model, which allows estimating throughput and energy consumption with this mechanism, and optimizing performance of RAW. Evgeny M. Khorov, Andrey I. Lyakhov, Ruslan Yusupov |
WOWMOM | 1 |
| 2018 | ARBAT: A flexible network architecture for QoE-aware communications in 5G systems
Ian F. Akyildiz, Avinash C. Kak, Evgeny M. Khorov, Artem N. Krasilov, Aleksey A. Kureev |
Comput. Networks | 3 |
| 2017 | Fast centralized authentication in Wi-Fi HaLow networksabstractIn early 2016 Wi-Fi Alliance announced a new technology - Wi-Fi HaLow - which aims to master the raising Internet of Things market with its tremendous number of devices. This technology brings revolutionary changes to Wi-Fi, improving transmission reliability and power efficiency in scenarios with thousands of sensor stations being connected to a single access point. However neither novel channel access methods, nor advanced power management schemes can be used until the stations are connected to the access point, because the access point may not know that the stations exist, to say nothing about their capabilities. Nevertheless, it may happen that a large group of sensor stations are simultaneously trying to connect to the access point, which inevitably leads to continuous collisions and finally to extremely long connection process. This problem has been addressed by the technology developers which designed the Centralized Authentication Control protocol. The protocol provides the access point with an opportunity to hasten the process by managing the ratio of stations which are allowed to start establishing a connection. In this paper, we study how the number of successes depends on this ratio and develop two algorithms, which hasten connection process close to the theoretical limit. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov, Ekaterina A. Stepanova |
ICC | 2 |
| 2017 | Radio resource scheduling for low-latency communications in LTE and beyondabstractIn this paper, we consider the problem of radio resource scheduling for Industrial Internet and Tactile Internet. Both paradigms - being revolutionary drivers of 5G - are tightly connected with low-latency communications (i.e. latency of the order of 10 ms or even less). We give an original mathematical statement of the radio resource scheduling problem and propose a novel algorithm which solves this problem using the dynamic programming method. With simulations we show that the proposed algorithm outperforms ones found in literature both in terms of goodput (i.e. the amount of data delivered to users within delay budget) and number of users with satisfied QoS requirements. Finally, we discuss how the developed algorithm can be implemented in real networking equipment. Evgeny M. Khorov, Artem N. Krasilov, Aleksei O. Malyshev |
IWQoS | 1 |
| 2017 | IEEE 802.11ax uplink scheduler to minimize, delay: A classic problem with new constraintsabstractIn order to meet the continuously increasing demands for high throughput in wireless networks, IEEE 802 LAN/MAN Standard Committee is developing IEEE 802.11ax: a new amendment for the Wi-Fi standard. This amendment provides various ways to improve the efficiency of Wi-Fi. The most revolutionary one is OFDMA. Apart from obvious advantages, such as decreasing overhead for short packet transmission at high rates and improving robustness to frequency selective interference, being used for uplink transmission, OFDMA can increase power spectral density and, consequently, user data rates. However, the gain of OFDMA mainly depends on the resource scheduling between users. The peculiarities of OFDMA implementation in Wi-Fi completely change properties of classic schedulers used in other OFDMA systems, e.g. LTE. In the paper, we consider the usage of OFDMA in Wi-Fi for uplink transmission. We study peculiarities of OFDMA in Wi-Fi, adapt classic schedulers to Wi-Fi, explaining why they do not perform well. Finally we develop a novel scheduler, MUTAX, and evaluate its performance with simulation. Dmitry Bankov 0001, Andre Didenko, Evgeny M. Khorov, Viacheslav Loginov, Andrey I. Lyakhov |
PIMRC | 3 |
| 2017 | Mathematical model of LoRaWAN channel access with capture effectabstractLoRaWAN 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 a LoRaWAN network which allows finding network capacity and transmission reliability taking into account the capture effect. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov |
PIMRC | 2 |
| 2017 | Improving efficiency of heterogeneous Wi-Fi networks with joint usage of TIM segmentation and restricted access windowabstractIn order to meet the rising demands for the Internet of Things technologies, Wi-Fi community has developed Wi-Fi HaLow. It extends Wi-Fi with new functionality supporting high number of autonomous devices with various power capabilities and traffic patterns. In the paper, we study the cooperation of such new mechanisms as TIM Segmentation and Restricted Access Window. TIM Segmentation reduces energy consumption for low-power devices retrieving data from the Access Point, while Restricted Access Window reduces contention and allows the Access Point to protect stations with different capabilities from interfering each other. We consider joint usage of these mechanisms in a heterogeneous network with a high number of low-power stations with rare traffic and several powered stations with saturated traffic. Specifically, for TIM Segmentation and Restricted Access Window we develop a simple and fairly accurate mathematical method to set up the parameters of the mechanisms in order to improve performance for both types of stations, i.e. to reduce power consumption for low-power stations and to increase throughput for the other ones. Aleksey A. Kureev, Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov |
PIMRC | 3 |
| 2017 | SEBRA: SAND-enabled bitrate and resource allocation algorithm for network-assisted video streamingabstractDynamic Adaptive Streaming over HTTP (DASH) is a predominant technology for delivering video in wired and wireless networks. With DASH, clients can adaptively select the quality (bitrate) of the downloaded video. To improve Quality of Experience (QoE), a recently standardized framework, called Server and Network Assisted DASH (SAND), allows the client and the server to exchange control information with intermediate network nodes, e.g., with Wi-Fi Access Point (AP). In the paper, we show that such a framework is especially fruitful for short videos, which becomes more and more important nowadays. Specifically, we design a novel centralized algorithm, called SEBRA, which runs at the AP. It both allocates video bitrates and distributes channel time among all video clients. With simulations, we show that the designed algorithm significantly improves QoE compared to the existing solutions. Evgeny M. Khorov, Artem N. Krasilov, Mikhail Liubogoshchev, Suwen Tang |
WiMob | 1 |
| 2017 | Mathematical model of LoRaWAN channel accessabstractWhile 3GPP has been developing NB-IoT, the market of Low Power Wide Area Networks has been mastered by cheap and simple Sigfox and LoRa/LoRaWAN technologies. Being positioned as having an open standard, LoRaWAN has attracted also much interest from the research community. Specifically, many papers address the efficiency of its PHY layer. However MAC is still underinvestigated. Existing studies of LoRaWAN do not take into account the acknowledgement and retransmission policy, which may lead to incorrect results. In this paper, we carefully take into account the peculiarities of LoRaWAN transmission retries and show that it is the weakest issue of this technology, which significantly increases failure probability for retries. The main contribution of the paper is a mathematical model which accurately estimates how packet error rate depends on the offered load. In contrast to other papers, which evaluate LoRaWAN capacity just as the maximal throughput, our model can be used to find the maximal load, which allows reliable packet delivery. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov |
WoWMoM | 2 |
| 2017 | Will MCCA revive wireless multihop networks?
Evgeny M. Khorov, Artem N. Krasilov, Alexander Krotov, Andrey I. Lyakhov |
Comput. Commun. | 1 |
| 2016 | Modeling joint usage of random and deterministic channel access in Wi-Fi networksabstractThe ability to provide Quality of Service in Wi-Fi networks to a considerable degree depends on a used channel access method. A number of access methods allow a Wi-Fi station to preliminarily reserve a set of time intervals inside which transmissions are protected from interference. However, fixed parameters assigned to such reservations make them not so flexible as needed for serving Variable Bit Rate (VBR) traffic. On the contrary, random channel access mandatory for Wi-Fi provides such flexibility though at cost of reliability because of collisions and interference. In order to achieve both the reliability and flexibility, we propose a joint access method based on both reservations and random access. In this pioneering work, we study a VBR flow transmission process with the joint method and build its mathematical model. The model can be used to find appropriate parameters of the method which guarantee that QoS requirements of the flow are satisfied while the amount of used channel time is kept as low as possible. Alexander S. Ivanov, Evgeny M. Khorov, Andrey I. Lyakhov, Ilya Solomatin |
IWCMC | 2 |
| 2016 | Study of the enhanced algorithm for control information dissemination in Wi-Fi Mesh networksabstractVarious networking protocols currently used in wireless networks disseminate much control information. In particular, the deterministic channel access protocol (called MCCA) specified in the IEEE 802.11 standard sends information about channel reservations. The standard proposes a novel approach to reduce this overhead, which is based on dividing various pieces of control information into several groups. When the content of some group changes, the station sends a differential update related to this group. However, a group management algorithm (GMA) - which directly affects the performance of such an approach - is not specified in the standard. Previous studies propose a simple GMA which is based on the idea to use as low number of groups as possible. However, when the content of groups changes very fast, the overhead is high. In this paper, we propose and study an enhanced GMA which manyfold reduces the overhead. We develop an analytical model to evaluate the proposed GMA performance and to find its optimal parameters. We also obtain an explicit formula for the optimal parameters in the asymptotic case. We show that such asymptotically optimal parameters, which do not depend on traffic parameters, provide low overhead in non-asymptotic case as well. Thus, the proposed GMA can be easily implemented without any complex method for parameters adjustment.1 Andrey Belogaev, Evgeny M. Khorov, Artem N. Krasilov, Andrey I. Lyakhov |
PIMRC | 2 |
| 2016 | Mathematical model of QoS-aware multicast transmission via periodic reservationsabstractThe increasing amount of audio and video data transmitted over Wi-Fi networks raises a problem of parametrized Quality of Service (QoS) provisioning, which is challenging even for point-to-point transmission. QoS provisioning is much more complicated when a wireless access point (AP) streams IPTV or another multimedia flow to a group of receiving stations. This scenario is a typical use case for IEEE 802.11aa, a recently approved amendment to the Wi-Fi standard. To improve performance of multicast transmission, the amendment defines several approaches. In the paper, we study their efficiency in the case, when deterministic channel access with periodic reservations is used to improve reliability of multicast transmission. For that we develop a mathematical model and use the model both to compare efficiency of the approaches and to select the best parameters for channel reservation1. Alexander S. Ivanov, Evgeny M. Khorov, Egor Kuznetsov, Andrey I. Lyakhov |
WCNC | 2 |
| 2016 | Beacons in dense Wi-Fi networks: How to befriend with neighbors in the 5G world?abstractTo address 5G challenges, IEEE 802.11 is currently developing new amendments to the Wi-Fi standard, the most promising of which is 802.11ax. A key scenario considered by the developers of this amendment is dense and overlapped networks typically present in residential buildings, offices, airports, stadiums, and other places of a modern city. Being crucial for Wi-Fi hotspots, the hidden station problem becomes even more challenging for dense and overlapped networks, where even access points (APs) can be hidden. In this case, user stations can experience continuous collisions of beacons sent by different APs, which can cause disassociation and break Internet access. In this paper, we show that beacon collisions are rather typical for residential networks and may lead to unexpected and irreproducible malfunction. We investigate how often beacon collisions occur, and describe a number of mechanisms which can be used to avoid beacon collisions in dense deployment. Specifically, we pay much attention to those mechanisms which are currently under consideration of the IEEE 802.11ax group. Dmitry Bankov 0001, Evgeny M. Khorov, Andrey I. Lyakhov, Sigurd Schelstraete |
WoWMoM | 2 |
| 2015 | A survey on IEEE 802.11ah: An enabling networking technology for smart cities
Evgeny M. Khorov, Andrey I. Lyakhov, Alexander Krotov, Andrey Guschin |
Comput. Commun. | 1 |
| 2014 | Head-of-line blocking avoidance in multimedia streaming over wireless networksabstractIn the paper, we address the influence of Head-of-line (HOL) blocking on real-time video streaming in wireless networks. We consider short channel failures when the probability of successful packet transmission to a station abruptly drops to a near zero value. In wireless networks, the duration of such channel failure intervals may reach some hundred milliseconds, making packets staying in the same queue and destined for other stations be blocked and experience large delays. Because of delay sensitivity of real-time traffic, the quality of the received videos degrades. In the paper, we propose a feasible for implementation queue management algorithm to avoid video quality degradation. We prove by simulation that our algorithm outperforms existing solutions significantly, minimizing video quality degradation for the streams destined for stations with channel failures while avoiding blocking streams destined for other stations. Evgeny M. Khorov, Anton Kiryanov, Viacheslav Loginov, Andrey I. Lyakhov |
PIMRC | 1 |
| 2011 | Flexibility of Routing Framework Architecture in IEEE 802.11s Mesh NetworksabstractThe fundamental challenges in wireless multihop networks design are the problems of routing and hidden stations. Defining mesh networking, IEEE 802.11s amendment addresses both issues. It includes a routing protocol and novel deterministic channel access method, called MCCA, complementing random access traditional in IEEE 802.11 networks. The routing framework architecture allows extending or even replacing the default routing protocol for specific niche application, but it is not flexible enough to take advantage of using both traditional random access and novel deterministic access, as we show in this paper. Proposed flexibility enhancements are illustrated to bring benefits for the network performance. Evgeny M. Khorov, Andrey I. Lyakhov, Alexander A. Safonov |
MASS | 1 |
| 2008 | Channel switch time distribution in ECMA-368 networksabstractBeaconing is crucial to ensure many services in networks, especially with distributed MAC. Being the first standardized distributed MAC for WPANs, ECMA-368 utilizes beacons for device discovery, channel reservation, mobility support, etc. In this paper, we develop an analytical method to find the distribution of the time which devices need for channel switching caused by environment changes such as open/close door effect. Verified by simulation results, the analytical model gives optimistic or conservative estimations, depending on the used assumption. The proposed method may be used to find the best beaconing parameters, which minimize the pause in network operation caused by channel switch or other network re-arrangements, which is very important for delay-sensitive applications. Alexander A. Safonov, Andrey I. Lyakhov, Evgeny M. Khorov |
PIMRC | 3 |