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This tutorial is intended as an accessible but rigorous first reference for someone interested in learning how to model and analyze cellular network performance using stochastic geometry.
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A. Gupta, H. Dhillon, S. Vishwanath, and J. Andrews, “Downlink multi-antenna heterogeneous cellular network with load balancing,” IEEE Trans. Commun. , vol. 62, no. 11, pp. 4052–4067, Nov 2014
2014
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C. Li, J. Zhang, and K. B. Letaief, “Throughput and energy efficiency analysis of small cell networks with multi-antenna base stations,” IEEE Trans. on Wireless Commun. , vol. 13, no. 5, pp. 2505 – 2517, May 2014
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2014
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S. Singh, X. Zhang, and J. G. Andrews, “Joint rate and SINR coverage analysis for decoupled uplink-downlink biased cell associations in HetNets,” IEEE Trans. on Wireless Commun. , vol. 14, no. 10, pp. 5360 – 5373, Oct. 2015
2015
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2013
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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 Communications Surveys & Tutorials , vol. 15, no. 3, pp. 996–1019, Jul. 2013
2013
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S. Singh, H. S. Dhillon, and J. G. Andrews, “Offloading in heterogeneous networks: Modeling, analysis, and design insights,” IEEE Trans. Wireless Commun. , vol. 12, no. 5, pp. 2484–2497, May 2013
2013
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Q. Ye, B. Rong, Y. Chen, M. Shalash, C. Caramanis, and J. G. Andrews, “User association for load balancing in heterogeneous cellular networks,” IEEE Trans. Wireless Commun. , vol. 12, no. 6, pp. 2706–2716, Jun. 2013
2013
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H. S. Dhillon, M. Kountouris, and J. G. Andrews, “Downlink MIMO HetNets: Modeling, ordering results and performance analysis,” IEEE Trans. Wireless Commun. , vol. 12, no. 10, pp. 5208–5222, Oct. 2013
2013
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J. G. Andrews, S. Buzzi, W. Choi, S. Hanly, A. Lozano, A. Soong, and C. Zhang, “What will 5G be?” IEEE J. Sel. Areas in Commun. , June 2014
2014
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2014
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H. S. Dhillon and J. G. Andrews, “Downlink rate distribution in heterogeneous cellular networks under generalized cell selection,” IEEE Wireless Commun. Letters , vol. 3, no. 1, pp. 42 – 45, Feb. 2014
2014
Cited alongside, same era.
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2015
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2015
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2015
Later among the works it cites.
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2015
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2015
Later among the works it cites.
T. Bai and R. W. Heath Jr., “Coverage and rate analysis for millimeter wave cellular networks,” IEEE Trans. on Wireless Commun. , vol. 14, no. 2, pp. 1100–1114, Feb 2015
2015
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S. Singh, M. Kulkarni, A. Ghosh, and J. Andrews, “Tractable model for rate in self-backhauled millimeter wave cellular networks,” IEEE J. Sel. Areas Commun. , vol. PP, no. 99, pp. 1–1, 2015
2015
Later among the works it cites.
M. Di Renzo, “Stochastic geometry modeling and analysis of multi-tier millimeter wave cellular networks,” IEEE Trans. Wireless Commun. , vol. 14, no. 9, pp. 5038–5057, Sept. 2015
2015
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M. Di Renzo and P. Guan, “Stochastic geometry modeling and system-level analysis of uplink heterogeneous cellular networks with multi-antenna base stations,” IEEE Trans. on Commun. , vol. 64, no. 6, pp. 2453 – 2476, Jun. 2016
2016
Closest in time.
M. Ding, P. Wang, D. Lopez-Perez, G. Mao, and Z. Lin, “Performance impact of LoS and NLoS transmissions in dense cellular networks,” IEEE Trans. on Wireless Commun. , vol. 15, no. 3, pp. 2365 – 2380, Mar. 2016
2016
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2016
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2016
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2016
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M. Afshang, H. S. Dhillon, and P. H. J. Chong, “Modeling and performance analysis of clustered device-to-device networks,” IEEE Trans. on Wireless Commun. , vol. 15, no. 7, pp. 4957 – 4972, Jul. 2016
2016
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——, “Fundamentals of cluster-centric content placement in cache-enabled device-to-device networks,” IEEE Trans. on Commun. , vol. 64, no. 6, pp. 2511 – 2526, Jun. 2016
2016
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