Comprehensive Analysis of Maximum Power Association Policy for Cellular Networks Using Distance and Angular Coordinates
Abstract: A novel stochastic geometry framework is proposed in this paper to study the downlink coverage performance in a millimeter wave (mmWave) cellular network by jointly considering the polar coordinates of the Base Stations (BSs) with respect to the typical user located at the origin. Specifically, both the Euclidean and the angular distances of the BSs in a maximum power-based association policy for the UE are considered to account for realistic beam management considerations, which have been largely ignored in the literature, especially in the cell association phase. For completeness, two other association schemes are considered and exact-form expressions for the coverage probability are derived. Subsequently, the key role of angular distances is highlighted by defining the dominant interferer using angular distance-based criteria instead of Euclidean distance-based, and conducting a dominant interferer-based coverage probability analysis. Among others, the numerical results revealed that considering angular distance-based criteria for determining both the serving and the dominant interfering BS, can approximate the coverage performance more accurately as compared to utilizing Euclidean distance-based criteria. To the best of the authors$'$ knowledge, this is the first work that rigorously explores the role of angular distances in the association policy and analysis of cellular networks.
- F. Boccardi, R. W. Heath, A. Lozano, T. L. Marzetta, and P. Popovski, “Five disruptive technology directions for 5G,” IEEE Commun. Mag., vol. 52, no. 2, pp. 74–80, Feb. 2014.
- H. Wei, N. Deng and M. Haenggi, “Performance Analysis of Inter-Cell Interference Coordination in mm-Wave Cellular Networks,” IEEE Trans. Wireless Commun., vol. 21, no. 2, pp. 726-738, Feb. 2022.
- V. V. Chetlur and H. S. Dhillon, “Coverage and Rate Analysis of Downlink Cellular Vehicle-to-Everything (C-V2X) Communication,” IEEE Trans. Wireless Commun., vol. 19, no. 3, pp. 1738-1753, Mar. 2020.
- S. M. Azimi-Abarghouyi, B. Makki, M. Nasiri-Kenari and T. Svensson, “Stochastic Geometry Modeling and Analysis of Finite Millimeter Wave Wireless Networks,” IEEE Trans. on Veh. Technol., vol. 68, no. 2, pp. 1378-1393, Feb. 2019.
- J. Fan, L. Han, X. Luo, Y. Zhang and J. Joung, “Beamwidth Design for Beam Scanning in Millimeter-Wave Cellular Networks,” IEEE Trans. Veh. Technol., vol. 69, no. 1, pp. 1111-1116, Jan. 2020.
- Z. Gu, H. Lu, M. Zhang, H. Sun and C. W. Chen, “Association and Caching in Relay-Assisted mmWave Networks: A Stochastic Geometry Perspective,”IEEE Trans. Wireless Commun., vol. 20, no. 12, pp. 8316-8332, Dec. 2021.
- X. Shi, N. Deng, N. Zhao and D. Niyato, “Coverage Enhancement in Millimeter-Wave Cellular Networks via Distributed IRSs,” IEEE Trans. Commun., doi: 10.1109/TCOMM.2022.3228298.
- M. S. Zia, D. M. Blough and M. A. Weitnauer, “Effects of SNR-Dependent Beam Alignment Errors on Millimeter-Wave Cellular Networks,” IEEE Trans. on Veh. Technol., vol. 71, no. 5, pp. 5216-5230, May 2022.
- S. Fang, G. Chen, X. Xu, S. Han and J. Tang, “Millimeter-Wave Coordinated Beamforming Enabled Cooperative Network: A Stochastic Geometry Approach,” IEEE Trans. Wireless Commun., vol. 69, no. 2, pp. 1068-1079, Feb. 2021.
- C. Zhang, W. Yi, Y. Liu, K. Yang and Z. Ding, “Reconfigurable Intelligent Surfaces Aided Multi-Cell NOMA Networks: A Stochastic Geometry Model,” IEEE Trans. Commun., vol. 70, no. 2, pp. 951-966, Feb. 2022.
- M. Haenggi, J. G. Andrews, F. Baccelli, O. Dousse, and M. Franceschetti, “Stochastic geometry and random graphs for the analysis and design of wireless networks”, IEEE J. Sel. Areas Commun., vol. 27, no. 7, pp. 1029–1046, Sep. 2009.
- J. G. Andrews, F. Baccelli, and R. K. Ganti, “A tractable approach to coverage and rate in cellular networks”, IEEE Trans. Commun., vol. 59, no. 11, pp. 3122–3134, Nov. 2011.
- H. ElSawy, E. Hossain, and M. Haenggi, “Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey”, IEEE Commun. Surveys Tuts., vol. 15, no. 3, pp. 996–1019, 3rd Quart., 2013.
- Z. Li and W. Wang, “Handover performance in dense mmWave cellular networks,” in Proc. 10th Int. Conf. Wireless Commun. Signal Process. (WCSP), Oct. 2018, pp. 1–7.
- S. S. Kalamkar, F. Baccelli, F. M. Abinader, A. S. Marcano Fani and L. G. Uzeda Garcia, “Beam Management in 5G: A Stochastic Geometry Analysis,” IEEE Trans. Wireless Commun., doi: 10.1109/TWC.2021.3110785.
- S. Aghashahi, S. Aghashahi, Z. Zeinalpour-Yazdi, A. Tadaion and A. Asadi, “Stochastic Modeling of Beam Management in mmWave Vehicular Networks,” IEEE Trans. Mob. Comput., doi: 10.1109/TMC.2021.3138449.
- W. Chen, L. Li, Z. Chen, H. H. Yang and T. Q. S. Quek, “Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks,” IEEE Global Commun. Conf. (GLOBECOM), pp. 1-6, Dec. 2021.
- N. R. Olson, J. G. Andrews and R. W. Heath, “Coverage and Capacity of Terahertz Cellular Networks With Joint Transmission,” IEEE Trans. Wireless Commun., vol. 21, no. 11, pp. 9865-9878, Nov. 2022.
- X. Yu, J. Zhang, M. Haenggi, and K. B. Letaief, “Coverage analysis for millimeter wave networks: The impact of directional antenna arrays,” IEEE J. Sel. Areas Commun., vol. 35, no. 7, pp. 1498–1512, Jul. 2017.
- J. Schloemann, H. S. Dhillon, and R. M. Buehrer, “Toward a tractable analysis of localization fundamentals in cellular networks,” IEEE Trans. Wireless Commun., vol. 15, no. 3, pp. 1768–1782, Mar. 2016.
- T. Bhandari, H. S. Dhillon, and R. M. Buehrer, “The impact of proximate base station measurements on localizability in cellular systems,” in Proc. IEEE SPAWC, Edinburgh, U.K., Jul. 2016.
- M. A. Kishk and H. S. Dhillon, “Joint Uplink and Downlink Coverage Analysis of Cellular-based RF-powered IoT Network”, IEEE Trans. Green Commun. Netw., vol. 2, no. 2, pp. 446-459, Jun. 2018.
- A. G. Kanatas, “Coordinates Distributions in Finite Uniformly Random Networks,” IEEE Access, vol. 10, pp. 49005-49014, 2022.
- C. K. Armeniakos and A. G. Kanatas, “Angular Distance-Based Performance Analysis of mmWave Cellular Networks,” IEEE Global Commun. Conf. (GLOBECOM), pp. 5432-5437, Dec. 2022.
- S. Srinivasa and M. Haenggi, “Distance Distributions in Finite Uniformly Random Networks: Theory and Applications,” IEEE Trans. Veh. Technol., vol. 59, no. 2, pp. 940-949, Feb. 2010.
- I. Gradshteyn and I. M. Ryzhik, “Tables of Integrals, Series, and Products,” 7th ed. New York, NY, USA: Academic, 2007.
- M. Rebato, L. Resteghini, C. Mazzucco and M. Zorzi, “Study of Realistic Antenna Patterns in 5G mmWave Cellular Scenarios,” in IEEE Int. Conf. Commun., 2018, pp. 1-6
- J. Wildman, P. H. J. Nardelli, M. Latva-aho and S. Weber, “On the Joint Impact of Beamwidth and Orientation Error on Throughput in Directional Wireless Poisson Networks,” IEEE Trans. Wireless Commun., vol. 13, no. 12, pp. 7072-7085, Dec. 2014.
- A. Thornburg, T. Bai and R. W. Heath, “Performance Analysis of Outdoor mmWave Ad Hoc Networks,” IEEE Trans. Signal Process., vol. 64, no. 15, pp. 4065-4079, Aug. 2016
- J. G. Andrews, T. Bai, M. N. Kulkarni, A. Alkhateeb, A. K. Gupta, and R. W. Heath, “Modeling and analyzing millimeter wave cellular systems,” IEEE Trans. Commun., vol. 65, no. 1, pp. 403–430, Jan. 2017
- K. Humadi, I. Trigui, W. -P. Zhu and W. Ajib, “User-Centric Cluster Design and Analysis for Hybrid Sub-6GHz-mmWave-THz Dense Networks,” IEEE Trans. Veh. Technol., vol. 71, no. 7, pp. 7585-7598, Jul. 2022.
- T. Bai and R. W. Heath, “Coverage and rate analysis for millimeterwave cellular networks,” IEEE Trans. Wireless Commun., vol. 14, no. 2, pp. 1100–1114, Feb. 2015.
- 3GPP TR 38.831, “User Equipment (UE) Radio Frequency (RF) Requirements for Frequency Range 2 (FR2)”, V16.1.0.
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