research-article

Accuracy assessment of user micromobility models for THz cellular systems

Authors:

Nikita Stepanov,

Andrey Turlikov,

Vyacheslav Begishev,

Yevgeni Koucheryavy,

Dmitri MoltchanovAuthors Info & Claims

mmNets '21: Proceedings of the 5th ACM Workshop on Millimeter-Wave and Terahertz Networks and Sensing Systems

Pages 37 - 42

https://doi.org/10.1145/3477081.3481676

Published: 25 October 2021 Publication History

Abstract

Terahertz (THz, 0.3-3 THz) communications are envisioned as one of the enablers at the air interface for sixth-generation (6G) cellular systems. However, by utilizing large antenna arrays to overcome severe path losses, this system will suffer from micromobility phenomenon manifesting itself in occasional rotations and displacements of user equipment (UE) in the hand of a user. In this paper, based on the measurements of micromobility patterns we propose several models characterized by various degrees of details to capture micromobility patterns of different applications. By utilizing the time to the outage as a metric we compare their accuracy. Our results show that drift to the origin is a critical property that has to be captured by the model. While the two-dimensional Markov model is shown to provide the most accurate approximation, the decomposed Brownian motion model is characterized by the worst match of data. The decomposed one-dimensional Markov model provides the trade-off between simplicity and approximation accuracy.

References

[1]

Ian F Akyildiz and Josep Miquel Jornet. 2016. Realizing ultra-massive MIMO (1024×1024) communication in the (0.06--10) terahertz band. Nano Communication Networks 8 (2016), 46--54.

[2]

Pavel Boronin, Vitaly Petrov, Dmitri Moltchanov, Yevgeni Koucheryavy, and Josep Miquel Jornet. 2014. Capacity and throughput analysis of nanoscale machine communication through transparency windows in the terahertz band. Nano Communication Networks 5, 3 (2014), 72--82.

[3]

A Balanis Constantine et al. 2005. Antenna theory: analysis and design. Microstrip Antennas, John Wiley & Sons (2005).

[4]

Alice Faisal, Hadi Sarieddeen, Hayssam Dahrouj, Tareq Y Al-Naffouri, and Mohamed-Slim Alouini. 2020. Ultramassive MIMO Systems at Terahertz Bands: Prospects and Challenges. IEEE Vehicular Technology Magazine 15, 4 (2020), 33--42.

[5]

Josep Miquel Jornet and Ian F Akyildiz. 2011. Channel modeling and capacity analysis for electromagnetic wireless nanonetworks in the terahertz band. IEEE Transactions on Wireless Communications 10, 10 (2011), 3211--3221.

[6]

Samuel Karlin. 2014. A first course in stochastic processes. Academic press.

[7]

John G Kemeny, James Laurie Snell, et al. 1960. Finite markov chains. Vol. 356. van Nostrand Princeton, NJ.

[8]

Pavel L Krapivsky, Sidney Redner, and Eli Ben-Naim. 2010. A kinetic view of statistical physics. Cambridge University Press.

[9]

Yaxin Liu, Yanqiang Zhang, Yufeng Yao, and Ming Zhong. 2018. Laser Point Detection Based on Improved Target Matching Method for Application in Home Environment Human-Robot Interaction. In 2018 11th International Workshop on Human Friendly Robotics (HFR). IEEE, 13--18.

[10]

Vitaly Petrov, Mikhail Komarov, Dmitri Moltchanov, Josep Miquel Jornet, and Yevgeni Koucheryavy. 2017. Interference and SINR in millimeter wave and terahertz communication systems with blocking and directional antennas. IEEE Transactions on Wireless Communications 16, 3 (2017), 1791--1808.

Digital Library

[11]

Vitaly Petrov, Dmitri Moltchanov, Yevgeni Koucheryavy, and Josep M Jornet. 2018. The effect of small-scale mobility on terahertz band communications. In Proceedings of the 5th ACM International Conference on Nanoscale Computing and Communication. 1--2.

Digital Library

[12]

Vitaly Petrov, Dmitri Moltchanov, Yevgeni Koucheryavy, and Josep Miquel Jornet. 2020. Capacity and Outage of Terahertz Communications with User Micro-mobility and Beam Misalignment. IEEE Transactions on Vehicular Technology (2020).

[13]

Michele Polese, Josep Miquel Jornet, Tommaso Melodia, and Michele Zorzi. 2020. Toward end-to-end, full-stack 6G terahertz networks. IEEE Communications Magazine 58, 11 (2020), 48--54.

Digital Library

[14]

S. Redner. 2001. A Guide to first-passage processes. Cambridge University Press.

[15]

Ryszard Syski. 1992. Passage times for Markov chains. Vol. 1. Ios Press.

[16]

Yunchou Xing and Theodore S Rappaport. 2021. Propagation Measurements and Path Loss Models for sub-THz in Urban Microcells. arXiv preprint arXiv:2103.01151 (2021).

[17]

Yunchou Xing, Theodore S Rappaport, and Amitava Ghosh. 2021. Millimeter Wave and sub-THz Indoor Radio Propagation Channel Measurements, Models, and Comparisons in an Office Environment. arXiv preprint arXiv:2103.00385 (2021).

[18]

Ping Yang, Yue Xiao, Ming Xiao, and Shaoqian Li. 2019. 6G wireless communications: Vision and potential techniques. IEEE Network 33, 4 (2019), 70--75.

Cited By

Ostrikova DGolos EBeschastnyi VMachnev EGaidamaka YSamouylov K(2024)Dynamic SNR, Spectral Efficiency, and Rate Characterization in 5G/6G mmWave/sub-THz Systems with Macro- and Micro-MobilitiesFuture Internet10.3390/fi1607024016:7(240)Online publication date: 6-Jul-2024
https://doi.org/10.3390/fi16070240
Ostrikova DBeschastnyi VMoltchanov DGolos EGaidamaka YIvanov IKoucheryavy YSamouylov K(2024)Battery Lifetime and Power Consumption in 5G Systems With Intra- and Inter-RAT Dual-ConnectivityIEEE Transactions on Mobile Computing10.1109/TMC.2023.331134823:5(5511-5526)Online publication date: May-2024
https://doi.org/10.1109/TMC.2023.3311348
Beschastnyi VOstrikova DMoltchanov DGaidamaka YKoucheryavy YSamouylov K(2024)Comparison of energy conservation strategies for 5G NR RedCap service in industrial environmentComputer Networks10.1016/j.comnet.2024.110792254(110792)Online publication date: Dec-2024
https://doi.org/10.1016/j.comnet.2024.110792
Show More Cited By

Index Terms

Accuracy assessment of user micromobility models for THz cellular systems
1. Networks
  1. Network performance evaluation
    1. Network measurement
  2. Network types
    1. Mobile networks

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cover image ACM Conferences

mmNets '21: Proceedings of the 5th ACM Workshop on Millimeter-Wave and Terahertz Networks and Sensing Systems

October 2021

52 pages

ISBN:9781450386999

DOI:10.1145/3477081

Copyright © 2021 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGMOBILE: ACM Special Interest Group on Mobility of Systems, Users, Data and Computing

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 October 2021

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Ministry of Science and Higher Education and ofthe Russian Federation

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ACM MobiCom '21

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SIGMOBILE

ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking

October 25 - 29, 2021

Louisiana, New Orleans

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Cited By

Ostrikova DGolos EBeschastnyi VMachnev EGaidamaka YSamouylov K(2024)Dynamic SNR, Spectral Efficiency, and Rate Characterization in 5G/6G mmWave/sub-THz Systems with Macro- and Micro-MobilitiesFuture Internet10.3390/fi1607024016:7(240)Online publication date: 6-Jul-2024
https://doi.org/10.3390/fi16070240
Ostrikova DBeschastnyi VMoltchanov DGolos EGaidamaka YIvanov IKoucheryavy YSamouylov K(2024)Battery Lifetime and Power Consumption in 5G Systems With Intra- and Inter-RAT Dual-ConnectivityIEEE Transactions on Mobile Computing10.1109/TMC.2023.331134823:5(5511-5526)Online publication date: May-2024
https://doi.org/10.1109/TMC.2023.3311348
Beschastnyi VOstrikova DMoltchanov DGaidamaka YKoucheryavy YSamouylov K(2024)Comparison of energy conservation strategies for 5G NR RedCap service in industrial environmentComputer Networks10.1016/j.comnet.2024.110792254(110792)Online publication date: Dec-2024
https://doi.org/10.1016/j.comnet.2024.110792
Bogatyrev VBogatyrev SBogatyrev A(2024)Recovery of Real-Time Clusters with the Division of Computing Resources into the Execution of Functional Queries and the Restoration of Data Generated Since the Last BackupDistributed Computer and Communication Networks: Control, Computation, Communications10.1007/978-3-031-50482-2_19(236-250)Online publication date: 24-Mar-2024
https://doi.org/10.1007/978-3-031-50482-2_19
Tu LBogatyrev VAbramova E(2023)Reliability of a Reconfigurable Network with Segment Switching2023 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)10.1109/WECONF57201.2023.10147951(1-4)Online publication date: 29-May-2023
https://doi.org/10.1109/WECONF57201.2023.10147951
Bogatyrev VSivov VBogatyrev S(2023)Choice of Disciplines for Recovery of a Fault-Tolerant Cluster with Continuous Availability of an Analytical DBMS2023 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)10.1109/ICIEAM57311.2023.10139158(1040-1044)Online publication date: 15-May-2023
https://doi.org/10.1109/ICIEAM57311.2023.10139158
Khayrov EKoucheryavy Y(2023)Packet Level Performance of 5G NR System Under Blockage and Micromobility ImpairmentsIEEE Access10.1109/ACCESS.2023.330702111(90383-90395)Online publication date: 2023
https://doi.org/10.1109/ACCESS.2023.3307021
Dugaeva SBegishev VMokrov ESamouylov K(2022)Using Motion Sensors For Improved Beam Tracking in THz Communications with User Micromobility2022 International Conference on Modern Network Technologies (MoNeTec)10.1109/MoNeTec55448.2022.9960749(1-8)Online publication date: 27-Oct-2022
https://doi.org/10.1109/MoNeTec55448.2022.9960749
Moltchanov DSopin EBegishev VSamuylov AKoucheryavy YSamouylov K(2022)A Tutorial on Mathematical Modeling of 5G/6G Millimeter Wave and Terahertz Cellular SystemsIEEE Communications Surveys & Tutorials10.1109/COMST.2022.315620724:2(1072-1116)Online publication date: Oct-2023
https://doi.org/10.1109/COMST.2022.3156207

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