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Beam Management in 5G: A Stochastic Geometry Analysis

Sanket S. Kalamkar, Francois Baccelli, Fuad M. Abinader, Andrea S. Marcano Fani, Luis G. Uzeda Garcia
2021 IEEE Transactions on Wireless Communications  
Index Terms-5G NR, beam management, handover, interference, Poisson point process, stochastic geometry  ...  Beam management is central in the operation of beamformed wireless cellular systems such as 5G New Radio (NR) networks.  ...  This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication.  ... 
doi:10.1109/twc.2021.3110785 fatcat:r3fxk74pvvbgdp2wy3smqknauy

Beam Management in 5G: A Stochastic Geometry Analysis [article]

Sanket S. Kalamkar, François Baccelli, Fuad M. Abinader Jr., Andrea S. Marcano Fani, Luis G. Uzeda Garcia
2020 arXiv   pre-print
This paper proposes a first system-level stochastic geometry model encompassing major aspects of the beam management problem: frequencies, antenna configurations, and propagation; physical layer, wireless  ...  Beam management is central in the operation of beamformed wireless cellular systems such as 5G New Radio (NR) networks.  ...  This paper proposes a mathematical framework that permits a system-level analysis of beam management in 5G, leads to crisp insights into the associated tradeoffs, and has the potential to make beam management  ... 
arXiv:2012.03181v1 fatcat:rs556zu4e5ax3gzmkrnokoii44

Stochastic Geometry-Based Modeling and Analysis of Beam Management in 5G [article]

Sanket S. Kalamkar and Fuad M. Abinader Jr. and François Baccelli and Andrea S. Marcano Fani and and Luis G. Uzeda Garcia
2020 arXiv   pre-print
Beam management is central in the operation of dense 5G cellular networks.  ...  This paper proposes a first system-level stochastic geometry model encompassing major aspects of the beam management problem: frequencies, antennas, and propagation; physical layer, wireless links, and  ...  analysis in 5G.  ... 
arXiv:2006.05027v2 fatcat:ybsgh3avivgdzamhwp4amokex4

Performance Analysis of Satellite Communication System Under the Shadowed-Rician Fading: A Stochastic Geometry Approach [article]

Dong-Hyun Jung, Joon-Gyu Ryu, Woo-Jin Byun, Junil Choi
2022 arXiv   pre-print
In this paper, we consider downlink low Earth orbit (LEO) satellite communication systems where multiple LEO satellites are uniformly distributed over a sphere at a certain altitude according to a homogeneous  ...  It is also shown that the proposed algorithm for the throughput maximization is very close to the optimal performance obtained by a two-dimensional exhaustive search.  ...  handheld terminals are preferable. 2 The sectorized beam patterns are simplified versions of the practical beam patterns where they were widely adopted for theoretical analyses using the stochastic geometry  ... 
arXiv:2104.13010v2 fatcat:e7pkofynyrd2pmmkeqtbugko5q

Beam management for vehicle-to-vehicle (V2V) communications in millimeter wave 5G

Luca Montero, Christian Ballesteros, Cesar de Marco, Luis Jofre
2021 Vehicular Communications  
Beamformed V2X links present the challenge of beam management in such a fast-changing scenario.  ...  This paper goes through the practical limitations of the 5G V2X stack to support successful beamforming procedures. Two beam management strategies are proposed.  ...  Beam management in 5G NR 5G NR introduced in Release 14 support for analog beamforming at both the base station and the user equipment (UE) with the so-called beam management procedures.  ... 
doi:10.1016/j.vehcom.2021.100424 fatcat:tvgt2incpfct7dhx3otgi73bpy

Coverage Analysis of UAVs in Millimeter Wave Networks: A Stochastic Geometry Approach [article]

Matilde Boschiero, Marco Giordani, Michele Polese, Michele Zorzi
2020 arXiv   pre-print
In this paper, we present a tractable stochastic analysis to characterize the coverage probability of UAV stations operating at mmWaves.  ...  Recent developments in robotics and communication technologies are paving the way towards the use of Unmanned Aerial Vehicles (UAVs) to provide ubiquitous connectivity in public safety scenarios or in  ...  STOCHASTIC COVERAGE ANALYSIS In this section we analyze the coverage of the UAV scenario based on a stochastic analysis. In detail, in Sec. III-A we describe our system model, in Sec.  ... 
arXiv:2003.01391v1 fatcat:v4ldpmiktbec7p7enmy544c4lm

Stochastic Geometry Analysis of Spatial-Temporal Performance in Wireless Networks: A Tutorial [article]

Xiao Lu, Mohammad Salehi, Martin Haenggi, Ekram Hossain, and, Hai Jiang
2021 arXiv   pre-print
The objective of this article is to provide a tutorial on the stochastic geometry analysis of large-scale wireless networks that captures the spatio-temporal interference correlation (and hence the signal-to-interference  ...  In this context, stochastic geometry models and random graph techniques have been used to develop analytical frameworks to capture the spatio-temporal interference correlation in large-scale wireless networks  ...  FUTURE DIRECTIONS In this section, we discuss future applications of stochastic geometry analysis and related technical challenges. A.  ... 
arXiv:2102.00588v2 fatcat:ggzw2hzfungulakksvyv432uqy

Beam-based Mobility Management in 5G Millimetre Wave V2X Communications: A Survey and Outlook

Abdulkadir Kose, Haeyoung Lee, Chuan Heng Foh, Mehrdad Dianati
2021 IEEE Open Journal of Intelligent Transportation Systems  
In this paper, we provide an overview of recent progresses in the development of handover and beam management techniques in 5G communication systems.  ...  We conduct a critical appraisal of current research on beam level and cell level mobility management in 5G mmWave networks considering the ultra-reliable and low-latency communication requirements within  ...  MISALIGNMENT AWARE BEAMWIDTH SELECTION In [35] , the authors provide a stochastic geometry based analytical model considering sector based antenna model for beam management in 5G.  ... 
doi:10.1109/ojits.2021.3112533 fatcat:zh7wg6nmajbsjltl2kjki76cpe

Leveraging Machine-Learning for D2D Communications in 5G/Beyond 5G Networks

Sherief Hashima, Basem M. ElHalawany, Kohei Hatano, Kaishun Wu, Ehab Mahmoud Mohamed
2021 Electronics  
Device-to-device (D2D) communication is a promising paradigm for the fifth generation (5G) and beyond 5G (B5G) networks.  ...  In this paper, a comprehensive survey about recent research activities on D2D networks will be explored with putting more emphasis on utilizing mmWave and ML methods.  ...  Author Contributions: All authors contributed equally in this paper. All authors have read and agreed to the published version of the manuscript.  ... 
doi:10.3390/electronics10020169 fatcat:2l764bczknhf7ctlmbsyllllme

Beam Based Stochastic Model of the Coverage Probability in 5G Millimeter Wave Systems [article]

Cristian Tatino, Ilaria Malanchini, Danish Aziz, Di Yuan
2017 arXiv   pre-print
Highly directional beams are expected to overcome this challenge. In this paper, we propose a stochastic model for characterizing beam coverage probability.  ...  We model the scattering environment as a stochastic process and we derive an analytical expression of the coverage probability for any given beam.  ...  Leveraging the results in [7] , a stochastic approach is adopted also in [9] to provide an analysis of the cell coverage probability and capacity.  ... 
arXiv:1704.07079v2 fatcat:oveyezpggfeiveimq7cvzx7ryq

Mmwave Beam Management in Urban Vehicular Networks [article]

Zana Limani, Francesco Malandrino, Carla Fabiana Chiasserini, Alessandro Nordio
2020 arXiv   pre-print
Using such a model, we optimize the beam design and define a low-complexity, heuristic strategy.  ...  Millimeter-wave (mmwave) communication represents a potential solution to capacity shortage in vehicular networks.  ...  performed in the city of New York; • the "3GPP" model [11] , a hybrid of geometry-based stochastic and map-based channel models, which has been adopted by 3GPP.  ... 
arXiv:2005.09726v1 fatcat:5eslv6gawze7zaklilrvbyel6q

Future Trends in 5g Wireless Communication: A Survey

Amit Rathee, Manu Phogat, . Mukesh
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
This article gives an overview of key enabling technologies which could be used in future 5G wireless systems.  ...  Although 4G system provided much better services and better latency rate, there is still a gap between people's requirements and what 4G system is providing.  ...  (Geometry based stochastic models) CBSMs mainly used for evaluation of theoretical performance of massive MIMO system.  ... 
doi:10.23956/ijarcsse.v7i7.98 fatcat:qrdedni5gra3nc3q6trmsmxh5q

User Association in 5G Networks: A Survey and an Outlook

Dantong Liu, Lifeng Wang, Yue Chen, Maged Elkashlan, Kai-Kit Wong, Robert Schober, Lajos Hanzo
2016 IEEE Communications Surveys and Tutorials  
User association plays a pivotal role in enhancing the load balancing, the spectrum efficiency and the energy efficiency of networks.  ...  Finally, we summarize the challenges as well as opportunities of user association in 5G and provide design guidelines and potential solutions for sophisticated user association mechanisms.  ...  In stochastic geometry based analysis, the network is assumed to obey a certain point process, which captures the network properties.  ... 
doi:10.1109/comst.2016.2516538 fatcat:hj7a3bupxfhi5gz6pvh7qfz43m

Pursuing the potential of new mechanisms for performance engineering of 5G

Nikolaos Pappas, Emmanouil Fountoulakis, Cristian Tatino, Vangelis Angelakis, Di Yuan
2017 2017 IEEE 22nd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)  
The first is the use of stochastic modeling for millimeter wave (mmWave) systems, which are expected to be part of 5G networks.  ...  In this position paper, we provide a discussion of the need for new mechanisms towards optimizing the performance of the firth generation (5G) wireless systems, and then we outline on-going research work  ...  ACKNOWLEDGMENT The work discussed and outlined in this paper is supported by European Union Horizon 2020 MSCA project ACT5G (contract number 643002).  ... 
doi:10.1109/camad.2017.8031631 dblp:conf/camad/PappasFTAY17 fatcat:hmzaj6ruzbawxktqkubfsyejtm

Enabling 5G mobile wireless technologies

Long Bao Le, Vincent Lau, Eduard Jorswieck, Ngoc-Dung Dao, Afshin Haghighat, Dong In Kim, Tho Le-Ngoc
2015 EURASIP Journal on Wireless Communications and Networking  
Research on 5G mobile wireless technologies has been very active in both academia and industry in the past few years.  ...  We also present how papers published in our special issue contribute to the developments of these disruptive 5G technologies.  ...  Luc Vandendorpe, Editor-in-Chief, EURASIP Journal on Wireless Communications and Networking as well as the whole Editorial Board for their support.  ... 
doi:10.1186/s13638-015-0452-9 fatcat:ntsd3tzg3je2xis2gtmu5665ea
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