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Abstract

The chapter, which focuses on the resource management for 4G networks, is organized into five sections: the first section describes the results obtained in COST 2100 on RRM strategies; the second section deals with modeling, prediction and classification of traffic; the third section addresses radio resource management for LTE networks; the fourth section deals with CRRM in heterogeneous wireless networks; finally, the last section discusses trends and resource topics.

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Notes

  1. 1.

    Traffic volume leads to the number of required channels.

  2. 2.

    Location of users leads to required transmission powers that lead to the interference situation that leads to the size of the coverage area.

References

  1. 3GPP. Selection procedures for the choice of radio transmission technologies of the UMTS. TS 30.03, 3rd Generation Partnership Project (3GPP), March 1998.

    Google Scholar 

  2. 3GPP. Feasibility study for enhanced uplink for UTRA FDD. TR 25.896, 3rd Generation Partnership Project (3GPP), April 2004.

    Google Scholar 

  3. 3GPP. IP transport in UTRAN. TR 25.933, 3rd Generation Partnership Project (3GPP), January 2004.

    Google Scholar 

  4. 3GPP. Quality of service QoS concept and architecture. TS 23.107, 3rd Generation Partnership Project (3GPP), September 2007.

    Google Scholar 

  5. G. E. Øien and A. Gjendemsjø. Binary power control for multi-cell capacity maximization. In COST 2100 2nd MCM, Lisbon, Portugal, 2007. [Available as TD(07)218].

    Google Scholar 

  6. J. Antoniou and G. Hadjipollas. Final report on simulation of enhanced UMTS. Technical report, IST SEACORN CEC Deliverable 34900/UCY/DS/046/f1, IST Central Office, Brussels, Belgium, March 2004.

    Google Scholar 

  7. M. Andrews, K. Kumaran, K. Ramanan, A. Stoylar, and P. Whiting. Providing quality of service over a shared wireless link. IEEE Commun. Mag., 39(2):150–154, 2001.

    Article  Google Scholar 

  8. Network context management: Concepts, scenarios and analysis of state of the art. Technical Report AN-R6.1, Ambient Networks Project, 2004.

    Google Scholar 

  9. First report on AROMA algorithms and simulation results. Technical Report D09, Aroma Project, 2006.

    Google Scholar 

  10. E. Biglieri, R. Calderbank, A. Constantinides, A. Goldsmidth, A. Paulraj, and H. V. Poor. MIMO Wireless Communications. Cambridge University Press, Cambridge, 2007.

    Book  Google Scholar 

  11. M. Bohge, A. Eisenblatter, and H. Geerdes. An interference coupling model for adaptive partial frequency reuse in OFDMA/LTE networks. Technical report, COST 2100, Braunschweig, Germany, February 2009. [Available as TD(09)757].

    Google Scholar 

  12. S. Boyd, S. J. Kim, L. Vandenberghe, and A. Hassibi. A tutorial on geometric programming. Optimization and Engineering 2007. [Online] http://www.stanford.edu/~boyd/papers/gp_tutorial.html, 2007.

  13. S. A. Brian and B. Smith. An experiment to characterize videos stored on the web. In Proceedings of the 5th Multimedia Computing and Networking (MMCN), pages 166–178, USA, January 1998.

    Google Scholar 

  14. A. G. Burr. Cross-layer issues in COST 2100—a WG1 view. In COST 2100 Duisburg Meeting, pages 1–7, September 2007. [TD(07)317].

    Google Scholar 

  15. A. G. Burr. Capacity of cognitive channel and power allocation. In Information Theory Workshop, 2009. ITW 2009. IEEE, pages 510–514, 11–16 October 2009. [Also available as TD(07)872].

    Chapter  Google Scholar 

  16. A. G. Burr. Cognitive channel and power allocation: information theoretic bounds. In COST 2100 Braunschweig Meeting, pages 1–13, February 2009. [TD(08)746].

    Google Scholar 

  17. C. Buratti and R. Verdone. A hybrid hierarchical architecture: from wireless sensors to the fixed infrastructure. In Proc. 14th European Wireless Conference (EW 2008), pages 1–7, June 2008. [Also available as TD(08)469].

    Chapter  Google Scholar 

  18. V. Corvino, D. Gesbert, and R. Verdone. A novel distributed interference mitigation technique using power planning. In Proc. IEEE WCNC 2009.

    Google Scholar 

  19. T. Celcer, T. Javornik, and G. Kandus. Fairness oriented scheduling algorithm with QoS support for broadband MIMO systems with heterogeneous traffic. In COST 2100 9th MCM, Vienna, Austria, 2009. [Available as TD(09)927].

    Google Scholar 

  20. T. Celcer, T. Javornik, and G. Kandus. Resource allocation algorithms applying multiuser spatial multiplexing in MIMO systems. In COST 2100 8th MCM, Valencia, Spain, 2009. [Available as TD(09)849].

    Google Scholar 

  21. V. Corvino, W. Karner, and R. Verdone. Error prediction based frequency selection in MC-CDMA resource allocation. In COST 2100 4th MCM, Wroclaw, Poland, 2008. [Available as TD(08)475].

    Google Scholar 

  22. S. Caban, C. Mehlführer, G. Lechner, and M. Rupp. Testbedding MIMO HSDPA and WiMAX. In COST 2100 10th MCM, Athens, Greece, 2010. [Available as TD(10)10046].

    Google Scholar 

  23. D. Calabuig, J. F. Monserrat, D. Martin-Sacristan, and N. Cardona. Joint dynamic resource allocation for coupled heterogeneous wireless networks. A new Hopfield neural network-based approach. In COST 2100 Duisburg Meeting, pages 1–4, September 2007. [TD(07)382].

    Google Scholar 

  24. V. Corvino, V. Tralli, and R. Verdone. Cross-layer resource allocation for MC-CDMA. In Proc. ISWCS 2007, pages 267–271, Trondheim, Norway, October 2007.

    Google Scholar 

  25. V. Corvino, V. Tralli, and R. Verdone. Cross-layer scheduling for multiple video streams over a hierarchical emergency-deployed network. In COST 2100 Wroclaw Meeting, pages 1–7, February 2008. [TD(08)401].

    Google Scholar 

  26. V. Corvino and R. Verdone. Cross-layer resource allocation for MC-CDMA. In Proc. 4th IEEE ISWCS Conf., pages 267–271, Trondheim, Norway, October 2007. [Also available as TD(07)300].

    Google Scholar 

  27. V. Corvino and R. Verdone. Scheduling techniques of mixed traffic over MC-CDMA under varying load and channel conditions. In COST 2100 2nd MCM, Lisbon, Portugal, 2007. [Available as TD(07)201].

    Google Scholar 

  28. O. Cabral, F. Velez, J. Rodriguez, V. Monteiro, A. Gameiro, and N. R. Prasad. Optimal load suitability based RAT selection for HSDPA and IEEE 802.11e. In Proc. Wireless VITAE 2009, pages 1–8, May 2008. [Also available as TD(10)11095].

    Google Scholar 

  29. QoS architecture and protocol design specification. Technical Report D321, Daidalos Project, 2004.

    Google Scholar 

  30. S. E. Elayoubi and T. Chahed. Admission Control in the Downlink of WCDMA/UMTS. Springer, Berlin 2005.

    Google Scholar 

  31. S. E. Elayoubi, T. Chahed, and G. Hébuterne. Connection admission control in UMTS in the presence of shared channels. Computer Communications, 27, June 2004.

    Google Scholar 

  32. P. Fazekas. Testbed and research at the mobile innovation center at the Budapest university of technology and economics. In COST 2100 2nd MCM, Lisbon, Portugal, 2007. [Available as TD(07)249].

    Google Scholar 

  33. L. Ferreira, L. M. Correia, D. Xavier, I. Vasconcelos, and E. R. Fledderus. Final report on traffic estimation and services charcterisation. Technical Report D1.4, IST-2000-28088 MOMENTUM, May 2003.

    Google Scholar 

  34. J. Ferreira. Final report on traffic estimation and services characterization. Technical report, IST SEACORN CEC Deliverable 34900/PTIN/DS/014/d6, IST Central Office, Brussels, Belgium, September 2003.

    Google Scholar 

  35. A. Fernekeß, A. Klein, B. Wegmann, and D. Karl. Semi-analytical cell throughput estimation of OFDMA systems with scheduling based on SINR distributions. Technical report, COST 2100, Valencia, Spain, May 2009. [Available as TD(09)806].

    Google Scholar 

  36. M. Ferraccioli, V. Tralli, and R. Verdone. Channel based adaptive resource allocation at the MAC layer in UMTS TD-CDMA systems. In 52nd Vehicular Technology Conference, 2000. IEEE VTS-Fall VTC 2000, vol. 6, pages 2549–2555, September 2000.

    Google Scholar 

  37. L. Foulds and J. Wilson. A variation of the generalized assignment problem arising in the new Zealand dairy industry. Annals of Operations Research, Springer Netherlands, 69:105–114, 1997.

    MATH  Google Scholar 

  38. A. Gotsis and P. Constantinou. Adaptive multi-user OFDM resource allocation for heterogeneous data traffic: the uniform power loading case. Technical report, COST 2100, Athens, Greece, February 2010. [Available as TD(10)10079].

    Google Scholar 

  39. A. Gotsis, D. Domnakos, and P. Constantinou. Joint resource allocation and user scheduling for single-cell OFDMA networks supporting multiple data traffic classes. Technical report, COST 2100, Valencia, Spain, May 2009. [Available as TD(09)828].

    Google Scholar 

  40. A. Garcia, L. Escobar, A. Navarro, A. Arteaga, and A. Vasquez. Analysis of vertical handoff algorithms with NCTUns. In COST 2100 Aalborg Meeting, pages 1–8, June 2010. [TD(10)11035].

    Google Scholar 

  41. D. Gonzalez, M. Garcia-Lozano, S. Ruiz, and J. Olmos. On the performance evaluation of static inter-cell interference coordination in realistic cellular layouts. In Proc. MONAMI Conf., 2010. [Also available as TD(10)11053].

    Google Scholar 

  42. E. Gustafsson and A. Jonsson. Always best connected. IEEE Wireless Commun. Mag., 10(1):49–55, 2003.

    Article  Google Scholar 

  43. A. Gotsis, N. Koutsokeras, and P. Constantinou. Dynamic subchannel and slot allocation for OFDMA networks supporting mixed traffic: upper bound and a heuristic algorithm. IEEE Commun. Lett., 13(8):576–578 2009. [Also available as TD(07)384].

    Article  Google Scholar 

  44. V. Garcia, N. Lebedev, and J. M. Gorce. Multi-cell processing for uniform capacity improvement in full spectral reuse system. In Proc. COGIS 2009, Paris, France, 2009. [Also available as TD(09)989].

    Google Scholar 

  45. V. Garcia, N. Lebedev, and J. M. Gorce. Capacity-fairness trade-off in small cells networks using coordinated multi-cell processing. In COST 2100 10th MCM, Athens, Greece, 2010. [Available as TD(10)10004].

    Google Scholar 

  46. P. Gronsund, H. N. Pham, and P. E. Engelstad. Towards dynamic spectrum access in primary OFDMA systems. In 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications, pages 848–852, 13–16 September 2009. [Also available as TD(07)875].

    Chapter  Google Scholar 

  47. D. Gonzalez, S. Ruiz, J. Olmos, M. Garcia-Lozano, and A. Serra. Link and system level simulation of downlink LTE. Technical report, COST 2100, Braunschweig, Germany, February 2009. [Available as TD(09)868].

    Google Scholar 

  48. A. Hecker and T. Kürner. Application of classification and regression trees for paging traffic prediction in LAC planning. In T. Kürner, editor, Proc. VTC2007-Spring Vehicular Technology Conference IEEE 65th, pages 874–878, Dublin, Ireland, April 2007. doi:10.1109/VETECS.2007.189.

    Chapter  Google Scholar 

  49. P. P. Hasselbach, A. Klein, and I. Gaspard. Dynamic resource assignment DRA with minimum outage in cellular mobile radio networks. In Prov. IEEE Veh. Tech. Conf. (VTC2008-Spring), May 2008. [Also available as TD(08)429].

    Google Scholar 

  50. G. Huawei. 3GPP TSG RAN WG1 Meeting #41. R1-050507—Soft Frequency Reuse Scheme for UTRAN LTE. 3GPP, 2005.

    Google Scholar 

  51. IEEE 802.16e-2005: Air interface for fixed and mobile broadband wireless access systems, 2005.

    Google Scholar 

  52. J. M. Juárez, R. R. Paulo, and F. J. Velez. Modelling and simulation of B3G multi-service traffic in the presence of mobility.

    Google Scholar 

  53. K. Kansanen, P. Chaporkar, and R. R. Müller. Group proportional fair scheduling. In COST 2100 3rd MCM, Duisburg, Germany, 2007. [Available as TD(07)385].

    Google Scholar 

  54. R. Knopp and P. Humblet. Information capacity and power control in single cell multi user communications. In 1995 IEEE International Conference on Communications, 1995. ICC ’95 Seattle, ’Gateway to Globalization’, vol. 1, pages 331–335, June 1995.

    Google Scholar 

  55. T. Kürner and A. Hecker. Performance of traffic and mobility models for location area code planning. In A. Hecker, editor, Proc. VTC 2005-Spring Vehicular Technology Conference 2005 IEEE 61st, vol. 4, pages 2111–2115, Stockholm, Sweden, May 2005. doi:10.1109/VETECS.2005.1543707.

    Google Scholar 

  56. A. Klemm, C. Lindemann, and M. Lohmann. Traffic modeling and characterization for UMTS networks. In Proceedings of the 44th Global Telecommunications Conference, 2001. GLOBECOM ’01. IEEE, vol. 3, pages 1741–1746, San Antonio, TX, USA, November 2001. doi:10.1109/GLOCOM.2001.965876.

    Google Scholar 

  57. W. Karner, O. Nemethova, and M. Rupp. Link error prediction based cross-layer scheduling for video streaming over UMTS. In Proc. 15th IST Summit on Mobile and Wireless Commun., June 2006.

    Google Scholar 

  58. W. Karner, O. Nemethova, M. Rupp, and C. Weidmann. Distortion minimizing network-aware scheduling for UMTS video streaming. In COST 2100 3rd MCM, Duisburg, Germany, 2007. [Available as TD(07)304].

    Google Scholar 

  59. S. G. Kiani, G. E. Øien, and D. Gesbert. Maximizing multi-cell capacity using distributed power allocation and scheduling. In Proc. WCNC 2007—IEEE Wireless Commun. and Networking Conf. 2007.

    Google Scholar 

  60. M. Kaschub, T. Werthmann, C. M. Blankenhorn, and C. F. Mueller. Interference mitigation by distributed beam forming optimization. Journal of RF-Engineering and Telecommunications, September/October 2010. [Also available as TD(10)11036].

    Google Scholar 

  61. B. Krasniqil, M. Wolkerstorfer, C. Mehlfuhrer, and C. F. Mecklenbrauker. Weighted sum-rate maximization for two users in partial frequency reuse cellular networks. In COST 2100 11th MCM, Aalborg, Denmark, 2010. [Available as TD(10)11022].

    Google Scholar 

  62. G. Liebl, H. Jenkac, T. Stockhammer, and C. Buchner. Joint buffer management and scheduling for wireless video streaming. In Proc. ICN 2005, April 2005.

    Google Scholar 

  63. B. G. Lee, D. Park, and H. Seo. Wireless Communication Resource Management. Wiley, New York 2009.

    Google Scholar 

  64. F. Y. Li and N. Stol. QoS provisioning using traffic shaping and policing in 3rd-generation wireless networks. In Proceedings of the 3rd Wireless Communications and Networking Conference, 2002. WCNC2002. 2002 IEEE, vol. 1, pages 139–143, Orlando, FL, USA, March 2002. doi:10.1109/WCNC.2002.993478.

    Google Scholar 

  65. V. Monteiro, O. Cabral, J. Rodriguez, F. Velez, and A. Gameiro. HSDPA/WiFi RAT selection based on load suitability. In Proc. ICT-MobileSummit 2008—ICT Mobile and Wireless Summit, pages 1–8, June 2008. [Also available as TD(08)672].

    Google Scholar 

  66. C. M. Mueller, H. Eckhardt, and R. Sigle. Realization aspects of multi-radio management based on IEEE 802.21. In Proc. ICWWC 2009—7th International Conference on Wired/Wireless Communications, pages 1–10, May 2009. [Also available as TD(09)825].

    Google Scholar 

  67. J. F. Monserrat, D. M. Sacristán, D. Gozálvez, and N. Cardona. SPHERE—a simulation tool for CRRM investigations. In COST 2100 2nd MCM, Lisbon, Portugal, 2007. [Available as TD(07)244].

    Google Scholar 

  68. S. Martello and P. Toth. Knapsack Problems: Algorithms and Computer Implementations. Wiley, New York, 1990.

    MATH  Google Scholar 

  69. C. Mueller. On the importance of realistic traffic models for wireless network evaluations. In COST 2100 12th MCM, Bologna, Italy, 2010. [Available as TD(10)12039].

    Google Scholar 

  70. J. Mo and J. Walrand. Fair end-to-end window-based congestion control. IEEE/ACM Trans. Networking, 8(5):556–567, 2000.

    Article  Google Scholar 

  71. A. Navarro. A crosslayer system for automatic reselection between WiFi, UMTS, GPRS and WiMax. In COST 2100 Trondheim Meeting, pages 1–10, June 2008. [TD(08)508].

    Google Scholar 

  72. M. Neophytou and A. Pitsillides. Hybrid CAC for MBMS-enabled 3G UMTS networks. September 2006.

    Google Scholar 

  73. J. Olmos, A. Serra, S. Ruiz, M. Garcia-Lozano, and D. Gonzalez. Link level simulator for LTE downlink. Technical report, COST 2100, Braunschweig, Germany, February 2009. [Available as TD(09)779].

    Google Scholar 

  74. F. Pantisano, M. Bennis, W. Saad, R. Verdone, and M. Latva-aho. Interference management in femtocell networks using distributed opportunistic cooperation. In COST 2100 12th MCM, Bologna, Italy, 2010. [Available as TD(10)12064].

    Google Scholar 

  75. F. Pantisano and V. Corvino. Distance-based power planning and resource allocation for LTE. Technical report, COST 2100, Athens, Greece, February 2010. [Available as TD(10)10101].

    Google Scholar 

  76. M. Proebster, M. Kaschub, and S. Valentin. A motivation for context-aware scheduling in wireless networks. In COST 2100 12th MCM, Bologna, Italy, 2010. [Available as TD(10)12045].

    Google Scholar 

  77. J. Perez-Romero, O. Sallent, R. Agusti, and M. A. Diaz-Guerra. Radio Resource Management Strategies in UMTS. Wiley, New York, 2005.

    Book  Google Scholar 

  78. Z. A. Polgar, M. Varga, and V. Bota. Real time software emulation platform for packet based cellular transmission systems. In COST 2100 8th MCM, Valencia, Spain, 2009. [Available as TD(09)857].

    Google Scholar 

  79. W. Rhee and J. Cioffi. Increase in capacity of multiuser OFDM system using dynamic subchannel allocation. In Proc. VTC 2000 Spring—IEEE 51st Vehicular Technology Conf., pages 1085–1089, Tokyo, Japan, May 2000.

    Chapter  Google Scholar 

  80. S. Ruiz, E. Haro, D. Gonzalez, M. Garcia-Lozano, and J. Olmos. Comparison of 3G-LTE DL scheduling strategies. Technical Report, COST 2100, Valencia, Spain, May 2009. [Available as TD(09)868].

    Google Scholar 

  81. A. Reyes-Lecuona, E. González-Parada, E. Casilari, J. C. Casasola, and A. Diaz-Estrella. A page-oriented WWW traffic model for wireless system simulations. In Proceedings of the 16th ITC, Teletraffic Engineering in a Competitive World, pages 1271–1280, Edinburgh, June 1999.

    Google Scholar 

  82. J. Rantakokko, O. Tronarp, J. Nilsson, and E. Löfsved. Ad hoc network capacity utilizing MIMO-techniques. In COST 2100 2nd MCM, Lisbon, Portugal, 2007. [Available as TD(07)223].

    Google Scholar 

  83. M. Rupp. Video and Multimedia Transmissions Over Cellular Networks: Analysis, Modelling and Optimization in Live 3G Mobile Networks. Wiley, New York, 2009.

    Google Scholar 

  84. A. Serrador and L. M. Correia. A cost function for heterogeneous networks performance evaluation based on different perspectives. In Proc. ISTMWC 2007—16th Mobile and Wireless Communications Summit, pages 1–5, July 2007. [Also available as TD(07)208].

    Chapter  Google Scholar 

  85. A. Serrador and L. M. Correia. Policies for a cost function for heterogeneous networks performance evaluation. In Proc. PIMRC 2007—IEEE 18th Int. Symp. on Pers., Indoor and Mobile Radio Commun., pages 1–5, September 2007. [Also available as TD(07)313].

    Google Scholar 

  86. A. Serrador and L. M. Correia. A model to evaluate CRRM QoS parameters. In COST 2100 Valencia Meeting, pages 1–6, May 2009. [TD(09)809].

    Google Scholar 

  87. A. Serrador and L. M. Correia. A model to evaluate vertical handovers on JRRM. In COST 2100 Aalborg Meeting, pages 1–6, June 2010. [TD(10)11002].

    Google Scholar 

  88. A. Serrador, B. W. M. Kuipers, and L. M. Correia. Impact of MIMO systems on CRRM in heterogeneous networks. In Proc. WCNC 2008—IEEE Wireless Commun. and Networking Conf., pages 2864–2868, April 2008. [Also available as TD(08)404].

    Google Scholar 

  89. L. Smolyar. Interference reduction for downlink multi-cell OFDMA systems. Technical Report, COST 2100, Lille, France, October 2008. [Available as TD(08)633].

    Google Scholar 

  90. M. Sternad, T. Ottoson, A. Ahlen, and A. Svensson. Attaining both coverage and high spectral efficiency with adaptive OFDM downlinks. In Proc. VTC 2003 Fall—IEEE 58th Vehicular Technology Conf., pages 2486–2540, October 2003.

    Chapter  Google Scholar 

  91. S. Shakkottai and A. Stoylar. Scheduling for multiple flows sharing a time-varying channel: the exponential rule. Bell Laboratories Technical Report, December 2000.

    Google Scholar 

  92. U. Turke. Efficient methods for WCDMA radio network planning and optimization. PhD thesis, Universitat Bremen, Bremen, Germany, 2006.

    Google Scholar 

  93. V. Tralli, L. Zuari, and A. Conti. Effects of power allocation and reuse distance in relay-assisted wireless communications with mutual interference. In COST 2100 11th MCM, Aalborg, Denmark, 2010. [Available as TD(10)11077].

    Google Scholar 

  94. V. Vassiliou and A. Pitsillides. Call admission control for MBMS-enabled 3G UMTS networks.

    Google Scholar 

  95. V. Vassiliou and A. Pitsillides. Power control for multicasting in IP-based 3G mobile networks. In COST 2100 3rd MCM, Duisburg, Germany, 2007. [Available as TD(07)363].

    Google Scholar 

  96. J. Vanderpypen and L. Schumacher. Multistream proportional fair scheduling applied on beamforming technologies. In COST 2100 6th MCM, Lille, France, 2008. [Available as TD(08)663].

    Google Scholar 

  97. P. Visawanath, D. N. C. Tse, and R. Laroia. Opportunistic beamforming using dumb antennas. IEEE Trans. Inform. Theory, 48(6):1277–1294, 2002.

    Article  MathSciNet  Google Scholar 

  98. J. Wilson. A simple dual algorithm for the generalized assignment problem. Journal of Heuristics, 2(4):303–311, 1997. doi:10.1007/BF00132501

    Article  MATH  Google Scholar 

  99. WINNER (wireless world initiative new radio) project. http://www.ist-winner.org.

  100. M. Wolkerstorfer, D. Statovci, and T. Nordström. Duality-gap bounds for multi-carrier systems and their application to periodic scheduling. In COST 2100 9th MCM, Vienna, Austria, 2009. [Available as TD(09)991].

    Google Scholar 

  101. Y. Haddad. Femtocell SINR performance evaluation. In COST 2100 11th MCM, Aalborg, Denmark, 2010. [Available as TD(10)11014].

    Google Scholar 

  102. G. Yu, Y. Zhang, and P. Qiu. Adaptive subcarrier and bit allocation in OFDMA systems supporting heterogeneous services. Wireless Personal Commun., 43(4):1057–1070, 2007.

    Article  Google Scholar 

  103. Y. Zhang and K. Letaief. Multiuser adaptive subcarrier-and-bit allocation with adaptive cell selection for OFDM systems. IEEE Trans. Wireless Commun., 3(5):1566–1575, 2004.

    Article  Google Scholar 

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Ruiz Boqué, S., Cardona, N., Hecker, A., Garcia-Lozano, M., Monserrat, J.F. (2012). Resource Management in 4G Networks. In: Verdone, R., Zanella, A. (eds) Pervasive Mobile and Ambient Wireless Communications. Signals and Communication Technology. Springer, London. https://doi.org/10.1007/978-1-4471-2315-6_11

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