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Volumn 33, Issue 10, 2015, Pages 2252-2265

HetHetNets: Heterogeneous Traffic Distribution in Heterogeneous Wireless Cellular Networks

Author keywords

Heterogeneous Wireless Cellular Networks; Point Processes; Spatial Traffic Modeling; Stochastic Geometry

Indexed keywords

ECONOMICS; MOBILE TELECOMMUNICATION SYSTEMS; STATISTICAL METHODS; STOCHASTIC SYSTEMS; WIRELESS NETWORKS;

EID: 84942342287     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2015.2435391     Document Type: Article
Times cited : (113)

References (49)
  • 2
    • 78149463249 scopus 로고    scopus 로고
    • A primer on spatial modeling and analysis in wireless networks
    • Nov.
    • J. G. Andrews, R. K. Ganti, M. Haenggi, N. Jindal, and S. Weber, "A primer on spatial modeling and analysis in wireless networks," IEEE Commun. Mag., vol. 48, no. 11, pp. 156-163, Nov. 2010.
    • (2010) IEEE Commun. Mag. , vol.48 , Issue.11 , pp. 156-163
    • Andrews, J.G.1    Ganti, R.K.2    Haenggi, M.3    Jindal, N.4    Weber, S.5
  • 4
    • 84857857468 scopus 로고    scopus 로고
    • Green cellular networks: A survey, some research issues and challenges
    • Nov.
    • Z. Hasan, H. Boostanimehr, and V. K. Bhargava, "Green cellular networks: A survey, some research issues and challenges," IEEE Commun. Surveys Tuts., vol. 13, no. 4, pp. 524-540, Nov. 2011.
    • (2011) IEEE Commun. Surveys Tuts. , vol.13 , Issue.4 , pp. 524-540
    • Hasan, Z.1    Boostanimehr, H.2    Bhargava, V.K.3
  • 5
    • 79958756725 scopus 로고    scopus 로고
    • Fundamental trade-offs on green wireless networks
    • Jun.
    • Y. Chen, S. Zhang, S. Xu, and G. Y. Li, "Fundamental trade-offs on green wireless networks," IEEE Commun. Mag., vol. 49, no. 6, pp. 30-37, Jun. 2011.
    • (2011) IEEE Commun. Mag. , vol.49 , Issue.6 , pp. 30-37
    • Chen, Y.1    Zhang, S.2    Xu, S.3    Li, G.Y.4
  • 6
    • 84907000752 scopus 로고    scopus 로고
    • A novel multiobjective framework for cell switch-off in dense cellular networks
    • Jun.
    • D. Gonzalez G, H. Yanikomeroglu, M. Garcia-Lozano, and S. Ruiz Boque, "A novel multiobjective framework for cell switch-off in dense cellular networks," in Proc. IEEE ICC, Jun. 2014, pp. 2641-2647.
    • (2014) Proc. IEEE ICC , pp. 2641-2647
    • Gonzalez G, D.1    Yanikomeroglu, H.2    Garcia-Lozano, M.3    Ruiz Boque, S.4
  • 7
    • 0029323403 scopus 로고
    • Wide area traffic: The failure of poisson modeling
    • Jun.
    • V. Paxson and S. Floyd, "Wide area traffic: The failure of poisson modeling," IEEE/ACM Trans. Netw., vol. 3, no. 3, pp. 226-244, Jun. 1995.
    • (1995) IEEE/ACM Trans. Netw. , vol.3 , Issue.3 , pp. 226-244
    • Paxson, V.1    Floyd, S.2
  • 8
    • 33749044955 scopus 로고
    • The Markov-Modulated Poisson Process (MMPP) cookbook
    • Sep.
    • W. Fischer and K. Meier-Hellstern, "The Markov-Modulated Poisson Process (MMPP) cookbook," Perform. Eval., vol. 18, no. 2, pp. 149-171, Sep. 1993.
    • (1993) Perform. Eval. , vol.18 , Issue.2 , pp. 149-171
    • Fischer, W.1    Meier-Hellstern, K.2
  • 9
    • 0022776078 scopus 로고
    • A Markov modulated characterization of packetized voice and data traffic and related statistical multiplexer performance
    • Sep.
    • H. Heffes and D. Lucantoni, "A Markov modulated characterization of packetized voice and data traffic and related statistical multiplexer performance," IEEE J. Sel. Areas Commun., vol. 4, no. 6, pp. 856-868, Sep. 1986.
    • (1986) IEEE J. Sel. Areas Commun. , vol.4 , Issue.6 , pp. 856-868
    • Heffes, H.1    Lucantoni, D.2
  • 10
    • 0042328345 scopus 로고    scopus 로고
    • Modeling IP traffic using the batch Markovian arrival process
    • Oct.
    • A. Klemm, C. Lindemann, and M. Lohmann, "Modeling IP traffic using the batch Markovian arrival process," Perform. Eval., vol. 54, no. 2, pp. 149-173, Oct. 2003.
    • (2003) Perform. Eval. , vol.54 , Issue.2 , pp. 149-173
    • Klemm, A.1    Lindemann, C.2    Lohmann, M.3
  • 11
    • 24144485969 scopus 로고    scopus 로고
    • Markov models of Internet traffic and a new hierarchical MMPP model
    • Oct.
    • L. Muscariello, M. Mellia, M. Meo, M. Ajmone Marsan, and R. Lo Cigno, "Markov models of Internet traffic and a new hierarchical MMPP model," Comput. Commun., vol. 28, no. 16, pp. 1835-1851, Oct. 2005.
    • (2005) Comput. Commun. , vol.28 , Issue.16 , pp. 1835-1851
    • Muscariello, L.1    Mellia, M.2    Meo, M.3    Ajmone Marsan, M.4    Lo Cigno, R.5
  • 12
    • 49949100055 scopus 로고    scopus 로고
    • Internet traffic modeling by means of hidden Markov models
    • Oct.
    • A. Dainotti, A. Pescapé, P. S. Rossi, F. Palmieri, and G. Ventre, "Internet traffic modeling by means of hidden Markov models," Comput. Netw., vol. 52, no. 14, pp. 2645-2662, Oct. 2008.
    • (2008) Comput. Netw. , vol.52 , Issue.14 , pp. 2645-2662
    • Dainotti, A.1    Pescapé, A.2    Rossi, P.S.3    Palmieri, F.4    Ventre, G.5
  • 13
    • 80054889218 scopus 로고    scopus 로고
    • A jointparametric realistic traffic model for wireless Internet using hidden Markov model
    • Harbin, China, Jul.
    • S. Maheshwari, K. Vasu, S. Mahapatra, and C. Kumar, "A jointparametric realistic traffic model for wireless Internet using hidden Markov model," in Proc. IEEE CSQRWC, Harbin, China, Jul. 2011, pp. 806-811.
    • (2011) Proc. IEEE CSQRWC , pp. 806-811
    • Maheshwari, S.1    Vasu, K.2    Mahapatra, S.3    Kumar, C.4
  • 14
    • 84881076393 scopus 로고    scopus 로고
    • Modeling oscillation behavior of network traffic by nested hidden Markov model with variable state-duration
    • Sep.
    • Y. Xie, J. Hu, Y. Xiang, S. Yu, S. Tang, and Y. Wang, "Modeling oscillation behavior of network traffic by nested hidden Markov model with variable state-duration," IEEE Trans. Parallel Distrib. Syst., vol. 24, no. 9, pp. 1807-1817, Sep. 2013.
    • (2013) IEEE Trans. Parallel Distrib. Syst. , vol.24 , Issue.9 , pp. 1807-1817
    • Xie, Y.1    Hu, J.2    Xiang, Y.3    Yu, S.4    Tang, S.5    Wang, Y.6
  • 15
    • 84881315986 scopus 로고    scopus 로고
    • Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey
    • Jul.
    • H. El Sawy, 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, Jul. 2013.
    • (2013) IEEE Commun. Surveys Tuts. , vol.15 , Issue.3 , pp. 996-1019
    • El Sawy, H.1    Hossain, E.2    Haenggi, M.3
  • 17
    • 84870355204 scopus 로고    scopus 로고
    • Evaluation of LTE HetNet deployments with realistic traffic models
    • Barcelona, Spain, Sep.
    • C. Qvarfordt and P. Legg, "Evaluation of LTE HetNet deployments with realistic traffic models," in Proc. IEEE Int. Workshop CAMAD, Barcelona, Spain, Sep. 2012, pp. 307-311.
    • (2012) Proc. IEEE Int. Workshop CAMAD , pp. 307-311
    • Qvarfordt, C.1    Legg, P.2
  • 18
    • 77954202442 scopus 로고    scopus 로고
    • Further advancements for E-UTRA physical layer
    • Sophia Antipolis Cedex, France, Tech. Rep. 3GPP TR 36.814
    • " Further advancements for E-UTRA physical layer," 3rd Generation Partnership Project, Sophia Antipolis Cedex, France, Tech. Rep. 3GPP TR 36.814, 2010.
    • (2010) 3rd Generation Partnership Project
  • 19
    • 84880131767 scopus 로고    scopus 로고
    • Modeling non-uniform UE distributions in downlink cellular networks
    • Jun.
    • H. Dhillon, R. Ganti, and J. Andrews, "Modeling non-uniform UE distributions in downlink cellular networks," IEEE Wireless Commun. Lett., vol. 2, no. 3, pp. 339-342, Jun. 2013.
    • (2013) IEEE Wireless Commun. Lett. , vol.2 , Issue.3 , pp. 339-342
    • Dhillon, H.1    Ganti, R.2    Andrews, J.3
  • 20
    • 84872772293 scopus 로고    scopus 로고
    • Performance of femtocell access point deployments in user hot-spot scenarios
    • Brisbane, QLD, Australia, Nov.
    • M. Taranetz and M. Rupp, "Performance of femtocell access point deployments in user hot-spot scenarios," in Proc. IEEE ATNAC, Brisbane, QLD, Australia, Nov. 2012, pp. 1-5.
    • (2012) Proc. IEEE ATNAC , pp. 1-5
    • Taranetz, M.1    Rupp, M.2
  • 21
    • 84896486951 scopus 로고    scopus 로고
    • Spatial modeling of the traffic density in cellular networks
    • Feb.
    • D. Lee, S. Zhou, X. Zhong, Z. Niu, X. Zhou, and H. Zhang, "Spatial modeling of the traffic density in cellular networks," IEEE Wireless Commun. Mag., vol. 21, no. 1, pp. 80-88, Feb. 2014.
    • (2014) IEEE Wireless Commun. Mag. , vol.21 , Issue.1 , pp. 80-88
    • Lee, D.1    Zhou, S.2    Zhong, X.3    Niu, Z.4    Zhou, X.5    Zhang, H.6
  • 22
    • 84953746606 scopus 로고    scopus 로고
    • Load balancing in cellular networks with user-in-The-loop: A spatial traffic shaping approach
    • London, U.K., Jun.
    • Z. Wang, R. Schoenen, H. Yanikomeroglu, and M. St-Hilaire, "Load balancing in cellular networks with user-in-the-loop: A spatial traffic shaping approach," in Proc. IEEE ICC, London, U.K., Jun. 2015, pp. 1-6.
    • (2015) Proc. IEEE ICC , pp. 1-6
    • Wang, Z.1    Schoenen, R.2    Yanikomeroglu, H.3    St-Hilaire, M.4
  • 23
    • 84906763199 scopus 로고    scopus 로고
    • Unified and non-parameterized statistical modeling of temporal and spatial traffic heterogeneity in wireless cellular networks
    • Sydney, NSW, Australia, Jun.
    • M. Mirahsan, R. Schoenen, Z. Wang, H. Yanikomeroglu, and M. St-Hilaire, "Unified and non-parameterized statistical modeling of temporal and spatial traffic heterogeneity in wireless cellular networks," in Proc. IEEE ICC'14 WS-5G, Sydney, NSW, Australia, Jun. 2014, pp. 55-60.
    • (2014) Proc. IEEE ICC'14 WS-5G , pp. 55-60
    • Mirahsan, M.1    Schoenen, R.2    Wang, Z.3    Yanikomeroglu, H.4    St-Hilaire, M.5
  • 24
    • 84926667508 scopus 로고    scopus 로고
    • Statistical modeling of spatial traffic distribution with adjustable heterogeneity and bscorrelation in wireless cellular networks
    • Austin, TX, USA, Dec.
    • M. Mirahsan, R. Schoenen, and H. Yanikomeroglu, "Statistical modeling of spatial traffic distribution with adjustable heterogeneity and bscorrelation in wireless cellular networks," in Proc. IEEE Globecom, Austin, TX, USA, Dec. 2014, pp. 1-6.
    • (2014) Proc. IEEE Globecom , pp. 1-6
    • Mirahsan, M.1    Schoenen, R.2    Yanikomeroglu, H.3
  • 25
    • 0032097724 scopus 로고    scopus 로고
    • A Markovian approach for modeling packet traffic with long-range dependence
    • Aug.
    • A. T. Andersen and B. F. Nielsen, "A Markovian approach for modeling packet traffic with long-range dependence," IEEE J. Sel. Areas Commun., vol. 16, no. 5, pp. 719-732, Aug. 1998.
    • (1998) IEEE J. Sel. Areas Commun. , vol.16 , Issue.5 , pp. 719-732
    • Andersen, A.T.1    Nielsen, B.F.2
  • 27
    • 84942310465 scopus 로고    scopus 로고
    • Spatial heterogeneity of users in wireless cellular networks based on open urban maps
    • Jun.
    • M. Mirahsan, R. Schoenen, S. Szyszkowicz, and H. Yanikomeroglu, "Spatial heterogeneity of users in wireless cellular networks based on open urban maps," in Proc. IEEE ICC, Jun. 2015, pp. 1-5.
    • (2015) Proc. IEEE ICC , pp. 1-5
    • Mirahsan, M.1    Schoenen, R.2    Szyszkowicz, S.3    Yanikomeroglu, H.4
  • 28
    • 83055176592 scopus 로고    scopus 로고
    • "OpenStreetMap," http://www.openstreetmap.org/
    • OpenStreetMap
  • 29
    • 0012644501 scopus 로고
    • Convergence of randomly oscillating point patterns to the Poisson point process
    • J. Rataj, I. Saxl, and K. Pelikán, "Convergence of randomly oscillating point patterns to the Poisson point process," Appl. Math., vol. 38, no. 3, pp. 221-235, 1993.
    • (1993) Appl. Math. , vol.38 , Issue.3 , pp. 221-235
    • Rataj, J.1    Saxl, I.2    Pelikán, K.3
  • 30
    • 39149138411 scopus 로고    scopus 로고
    • From symmetry breaking to Poisson point process in 2d Voronoi tessellations: The generic nature of hexagons
    • Mar.
    • V. Lucarini, "From symmetry breaking to Poisson point process in 2d Voronoi tessellations: The generic nature of hexagons," J. Statist. Phys., vol. 130, no. 6, pp. 1047-1062, Mar. 2008.
    • (2008) J. Statist. Phys. , vol.130 , Issue.6 , pp. 1047-1062
    • Lucarini, V.1
  • 31
    • 84881053128 scopus 로고    scopus 로고
    • On comparison of clustering properties of point processes
    • Jan.
    • B. Błaszczyszyn and D. Yogeshwaran, "On comparison of clustering properties of point processes," Adv. Appl. Probab., vol. 46, no. 1, pp. 1-20, Jan. 2014.
    • (2014) Adv. Appl. Probab. , vol.46 , Issue.1 , pp. 1-20
    • Błaszczyszyn, B.1    Yogeshwaran, D.2
  • 32
    • 0000153536 scopus 로고
    • Distance to nearest neighbor as a measure of spatial relationships in populations
    • P. J. Clark and F. C. Evans, "Distance to nearest neighbor as a measure of spatial relationships in populations," Ecology, vol. 35, no. 4, pp. 445-453, 1954.
    • (1954) Ecology , vol.35 , Issue.4 , pp. 445-453
    • Clark, P.J.1    Evans, F.C.2
  • 36
    • 36749004370 scopus 로고    scopus 로고
    • Modern statistics for spatial point processes
    • Dec.
    • J. Møller and R. P. Waagepetersen, "Modern statistics for spatial point processes," Scandinavian J. Statist., vol. 34, no. 4, pp. 643-684, Dec. 2007.
    • (2007) Scandinavian J. Statist. , vol.34 , Issue.4 , pp. 643-684
    • Møller, J.1    Waagepetersen, R.P.2
  • 37
    • 0000579421 scopus 로고
    • Random subdivisions of space into crystals
    • E. Gilbert, "Random subdivisions of space into crystals," Ann. Math. Statist., vol. 33, no. 3, pp. 958-972, 1962.
    • (1962) Ann. Math. Statist. , vol.33 , Issue.3 , pp. 958-972
    • Gilbert, E.1
  • 38
    • 34248550836 scopus 로고    scopus 로고
    • Simulation studies of some voronoi point processes
    • May
    • K. Borovkov and D. Odell, "Simulation studies of some voronoi point processes," Acta Applicandae Math., vol. 96, no. 1-3, pp. 87-97, May 2007.
    • (2007) Acta Applicandae Math. , vol.96 , Issue.1-3 , pp. 87-97
    • Borovkov, K.1    Odell, D.2
  • 39
    • 33747617010 scopus 로고    scopus 로고
    • Statistical distributions of Poisson Voronoi cells in two and three dimensions
    • M. Tanemura, "Statistical distributions of Poisson Voronoi cells in two and three dimensions," Forma-Tokyo, vol. 18, no. 4, pp. 221-247, 2003.
    • (2003) Forma-Tokyo , vol.18 , Issue.4 , pp. 221-247
    • Tanemura, M.1
  • 40
    • 0030186890 scopus 로고    scopus 로고
    • Distributional properties of the three-dimensional poisson delaunay cell
    • Jul.
    • L. Muche, "Distributional properties of the three-dimensional poisson delaunay cell," J. Statist. Phys., vol. 84, no. 1/2, pp. 147-167, Jul. 1996.
    • (1996) J. Statist. Phys. , vol.84 , Issue.1-2 , pp. 147-167
    • Muche, L.1
  • 41
    • 0040433124 scopus 로고
    • On the volume distribution of the typical Poisson-Delaunay cell
    • Sep.
    • P. Rathie, "On the volume distribution of the typical Poisson-Delaunay cell," J. Appl. Probab., pp. 740-744, Sep. 1992.
    • (1992) J. Appl. Probab. , pp. 740-744
    • Rathie, P.1
  • 42
    • 0000488589 scopus 로고
    • The random division of space
    • Dec.
    • R. Miles, "The random division of space," Adv. Appl. Probab., pp. 243-266, Dec. 1972.
    • (1972) Adv. Appl. Probab. , pp. 243-266
    • Miles, R.1
  • 45
    • 78751525469 scopus 로고    scopus 로고
    • Analysis of 3GPP LTEAdvanced cell spectral efficiency
    • Istanbul, Turkey, Sep.
    • D. Bültmann, T. Andre, and R. Schoenen, "Analysis of 3GPP LTEAdvanced cell spectral efficiency," in Proc. PIMRC, Istanbul, Turkey, Sep. 2010, pp. 1876-1881.
    • (2010) Proc. PIMRC , pp. 1876-1881
    • Bültmann, D.1    Andre, T.2    Schoenen, R.3
  • 46
    • 70449453519 scopus 로고    scopus 로고
    • Resource allocation and scheduling in FDD multihop cellular systems
    • Dresden, Germany, Jun.
    • R. Schoenen, A. Otyakmaz, and Z. Xu, "Resource allocation and scheduling in FDD multihop cellular systems," in Proc. IEEE ICC Int. Workshop MACOM, Dresden, Germany, Jun. 2009, pp. 1-6.
    • (2009) Proc. IEEE ICC Int. Workshop MACOM , pp. 1-6
    • Schoenen, R.1    Otyakmaz, A.2    Xu, Z.3
  • 47
    • 79251592920 scopus 로고    scopus 로고
    • On increasing the spectral efficiency more than 100% by user-in-The-control-loop
    • Auckland, New Zealand, Oct.
    • R. Schoenen, "On increasing the spectral efficiency more than 100% by user-in-the-control-loop," in Proc. APCC, Auckland, New Zealand, Oct. 2010, pp. 159-164.
    • (2010) Proc. APCC , pp. 159-164
    • Schoenen, R.1
  • 48
    • 79956220663 scopus 로고    scopus 로고
    • User in the loop: Mobility aware users substantially boost spectral efficiency of cellular OFDMA systems
    • May
    • R. Schoenen, H. Yanikomeroglu, and B. Walke, "User in the loop: Mobility aware users substantially boost spectral efficiency of cellular OFDMA systems," IEEE Commun. Lett., vol. 15, no. 5, pp. 488-490, May 2011.
    • (2011) IEEE Commun. Lett. , vol.15 , Issue.5 , pp. 488-490
    • Schoenen, R.1    Yanikomeroglu, H.2    Walke, B.3
  • 49
    • 84896861334 scopus 로고    scopus 로고
    • User-in-The-loop: Spatial and temporal demand shaping for sustainable wireless networks
    • Feb.
    • R. Schoenen and H. Yanikomeroglu, "User-in-the-loop: Spatial and temporal demand shaping for sustainable wireless networks," IEEE Commun. Mag., vol. 52, no. 2, pp. 196-203, Feb. 2014.
    • (2014) IEEE Commun. Mag. , vol.52 , Issue.2 , pp. 196-203
    • Schoenen, R.1    Yanikomeroglu, H.2


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