Stochastic Geometry Analysis of Cellular Networks

作者: Bartłomiej Błaszczyszyn , Martin Haenggi , Sayandev Mukherjee , Paul Keeler

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摘要: Achieve faster and more efficient network design optimization with this comprehensive guide. Some of the most prominent researchers in field explain very latest analytic techniques results from stochastic geometry for modelling signal-to-interference-plus-noise ratio (SINR) distribution heterogeneous cellular networks. This book will help readers to understand effects combining different system deployment parameters on key performance indicators such as coverage capacity, enabling allocation simulation resources. In addition covering models based Poisson point process, presents recent when non-Poisson base station configurations appear Poisson, due random propagation fading shadowing, well configurations, a focus determinantal processes tractable approximation methods. Theoretical are illustrated practical Long-Term Evolution (LTE) applications compared real-world results.

参考文章(94)
Gaurav Nigam, Paolo Minero, Martin Haenggi, Coordinated Multipoint Joint Transmission in Heterogeneous Networks IEEE Transactions on Communications. ,vol. 62, pp. 4134- 4146 ,(2014) , 10.1109/TCOMM.2014.2363660
Peter McCullagh, Jesper Møller, The permanental process Advances in Applied Probability. ,vol. 38, pp. 873- 888 ,(2006) , 10.1239/AAP/1165414583
Sayandev Mukherjee, Distribution of Downlink SINR in Heterogeneous Cellular Networks IEEE Journal on Selected Areas in Communications. ,vol. 30, pp. 575- 585 ,(2012) , 10.1109/JSAC.2012.120407
Sándor Rácz, Árpád Tari, Miklós Telek, A moments based distribution bounding method Mathematical and Computer Modelling. ,vol. 43, pp. 1367- 1382 ,(2006) , 10.1016/J.MCM.2005.07.004
Naoto Miyoshi, Tomoyuki Shirai, A cellular network model with Ginibre configured base stations Advances in Applied Probability. ,vol. 46, pp. 832- 845 ,(2014) , 10.1239/AAP/1409319562
Bartlomiej Blaszczyszyn, Paul Mühlethaler, Interference and SINR coverage in spatial non-slotted Aloha networks Annales Des Télécommunications. ,vol. 70, pp. 345- 358 ,(2015) , 10.1007/S12243-014-0455-2
Daniel Gentner, Günter Last, Palm pairs and the general mass-transport principle Mathematische Zeitschrift. ,vol. 267, pp. 695- 716 ,(2011) , 10.1007/S00209-009-0642-4
François Baccelli, Bartłomiej Błaszczyszyn, On a coverage process ranging from the Boolean model to the Poisson–Voronoi tessellation with applications to wireless communications Advances in Applied Probability. ,vol. 33, pp. 293- 323 ,(2001) , 10.1017/S0001867800010806
Jim Pitman, Marc Yor, The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator Annals of Probability. ,vol. 25, pp. 855- 900 ,(1997) , 10.1214/AOP/1024404422