Abstract
Soft handover (SHO) is one of the fundamental features of code division multiple access (CDMA) systems such as universal mobile telecommunication system (UMTS), and it is affected by the placement and density of cells. Inclusion of soft handover in optimization models for UMTS and CDMA cell site selection and configuration has previously been very limited but it is important for coverage because it can provide gain to the user. Some authors have excluded SHO on the basis of tractability while others have found that omitting SHO in planning gives adequate solutions. As such the incorporation of SHO remains an important component for definitive investigation in optimisation models for cell planning. In this paper we focus on the problem and effect of including SHO in cell planning optimisation. We introduce a new cell planning optimisation model that explicitly incorporates SHO and reduces computational complexity. Exact results can be obtained when the orthogonality factor is zero, while a conservative approximation of interference is used to generate lower bounds on coverage in the general case. We demonstrate the tractability of this model and show that it leads to improved lower bounds for coverage maximisation in network planning.
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References
Allen S., Smith D., Hurley S. (2002) Generation of lower bounds for minimum span frequency assignment. Discrete Applied Mathematics 119: 59–78
Amaldi, E., Capone, A., Malucelli, F. & Signori, F. (2002). UMTS radio planning: Optimizing base station configuration. In Proceedings of the IEEE conference on vehicular technology, Fall 2002 (pp. 768–772). Vol. 2.
Amaldi E., Capone A., Malucelli F. (2003) Planning UMTS base station location: Optimization models with power control and algorithms. IEEE Transactions on Wireless Communications 2(5): 939–952
Amaldi, E., Capone, A., Malucelli, F. & Signori, F. (2003b). Optimization models and algorithms for downlink UMTS radio planning. In Proceedings of the IEEE wireless communications and networking conference (pp. 827–831). Vol. 2.
Amaldi E., Belotti P., Capone A., Malucelli F. (2006) Optimizing base station location and configuration in UMTS networks. Annals of Operations Research 146: 135–151
Berruto E., Gudmundson M., Menolascino R., Mohr W., Pizarroso M. (1998) Research activities on UMTS radio interface, network architectures, and planning. IEEE Communication Magagine 36: 82–95
Calegari, P., Guidec, F., Kuonen, P., & Wagner, D. (1997). Genetic approach to radio network optimizations for mobile systems. In Proceedings of the 47th IEEE conference on vehicular technology (pp. 755–759). Vol. 2.
Chamaret, B., Josselin, S., Kuonen, P., Pizarroso, M., Salas-Manzanedo, B., & Ubeda, S. (1997). Radio network optimization with maximum independent set search. In Proceedings of the IEEE VTC 1997 conference (pp. 770–774). Phoenix, AZ.
Chen, Y., & Cuthbert, L. G. (2002). Genetic approach to radio network optimizations for mobile systems. In Proceedings of third international conference on 3G mobile communication technologies (pp. 47–51). London, UK.
Cheung J., Beach M., McGeehan J. P. (1994) Network planning for third-generation mobile radio systems. IEEE Communication Magagine 32: 54–59
Choi W., Kim J. Y. (2001) Forward-link capacity of a ds/cdma system with mixed multirate sources. IEEE Transactions on Vehicular Technology 50(3): 737–749
Chopra, M., Rohani, K., & Reed, J. D. (1995). Analysis of cdma range extension due to soft handoff. In Proceedings of the IEEE VTC conference (pp. 917–921).
Catrein D., Imhof L., Mathar R. (2004) Power control, capacity and duality of up- and downlink in cellular cdma systems. IEEE Transaction on Communications 52(10): 1777–1785
Dai, L., Zhou, S. D., & Yao, Y. (2001). Effect of macrodiversity on cdma forward-link capacity. In Proceedings of the IEEE VTC conference (Fall), Atlantic (pp. 2452–2456).
Eisenblatter, A., & Geerdes, H. (2005). Analytical approximate load control in W-CDMA radio networks. In Proceedings of the IEEE 62nd vehicular technology conference (fall), 2005.
Eisenblatter, A., Wessaly, R., Martin, A., Fugenschuh, A., Wegel, O., & Koch, T. (2002). Modelling feasible network configurations for UMTS. In S.G. Anandalingam and Raghavan (Eds.), Telecommunications network design and management (Chap. 1, pp. 1–22). New York: Kluwer Academic Publishers.
Eisenblatter, A., Fugenschuh, A., Geerdes, H., Junglas, D., Koch, T. & Martin, A. (2004). Integer programming methods for UMTS radio network planning. In Proceedings of the WiOpt’04 conference, Cambridge, UK.
Eisenblatter A., Geerdes H. F., Koch T., Martin A., Wessaly R. (2006) UMTS radio network evaluation and optimization beyond snapshots. Mathematical Methods of Operations Research 63: 1–29
Eisenblatter, A., Fugenschuh, A., Fledderus, E. R., Geerdes, H. F., Heideck, B., & Junglas, D. (2003). Mathematical methods for automatic optimisation of UMTS radio networks. MOMENTUM PROJECT REPORT (Section 6.7), http://momentum.zib.de/paper/momentum-d43.pdf.
Fangqing, G., Hailin, L., & Ming, L. (2009). Evolutionary algorithm for the radio planning and coverage optimization of 3G cellular networks. In International Conference on Computational Intelligence and Security, Washington DC (pp. 109–113). Vol. 2.
Galota, M., Glasser, C., Reith, S., & Vollmer, H. (2001). A polynomial-time approximation scheme for base station positioning in UMTS networks. In Proceedings of the 5th international workshop on discrete algorithms and methods for mobile computing and communications (pp. 52–59). Rome, Italy.
Garzia F., Perna C., Cusani R. (2010) Optimization of UMTS network planning using genetic algorithms. Communications and Network 2: 193–199
Gerdenitsch, A., Jakl, S., Toeltsch, M., & Neubauer, T. (2002). Intelligent algorithms for system capacity optimization of umts fdd networks. In Proceedings of IEEE 4th international conference on 3G mobile communication technology (pp. 222–226). London, UK.
Ghosh S. C., Sinha B. P., Das N. (2006) Coalesced cap: An improved technique for frequency assignment in cellular networks. IEEE Tansaction on Vehicular Technology 55: 640–653
Hata M. (1980) Empirical formula for propagation loss in land mobile radio services. IEEE Transactions on Vehicular Technology 29(3): 317–323
Holma H., Toskala A. (2000) WCDMA for UMTS. Wiley, New York
ILOG, SA. CPLEX 11.0 reference manual (2007).
Ismail, M., & Aripin, N. (2005) Downlink soft handover performance for different cell selection schemes in wcdma system. In Proceedings of the 13th IEEE international conference on networks (Jointly held with the 2005 IEEE 7th Malaysia international conference on communication) (pp. 808–811). Vol. 2.
Kim D. (1999) A simple algorithm for adjusting cell-site transmitter power in cdma cellular system. IEEE Transaction on Vehicular Technology 48(4): 1092–1098
Kim, J. Y., & Stuber, G., (2002). Cdma soft handoff analysis in the presence of power control error and shadowing correlation. IEEE Transaction on Wireless Communications, 1.
Kim, S. L., Rosberg, Z., & Zander, J. (1999). Combined power control and transmission rate selection in cellular networks. In Proceedings of IEEE VTC, Amsterdam, NL.
Lee C., Kang H. (2000) Cell planning with capacity expansion in mobile communications: A tabu search approach. IEEE Transactions on Vehicular Technology 49(5): 1678–1691
Lee C. C., Steele R. (1998) Effects of soft and softer handoffs on cdma system capacity. IEEE Transactions on Vehicular Technology 4: 830–841
Mathar R., Niessen T. (2000) Optimum positioning of base stations for cellular radio networks. Wireless Networks 6: 421–428
Mathar R., Schmeink M. (2001) Optimal base station positioning and channel assignment for 3G mobile networks by integer programming. Annals of Operations Research 107: 225–236
Mathar R., Schmeink M. (2002) Integrated optimal cell site selection and frequency allocation for cellular radio networks. Telecommunication Systems 21: 339–347
Menolascino, R., Pizarroso, M., Lepschy, C., & Salas, B. (1998). Third generation mobile systems planning issues. In Proceedings of the IEEE VTC’98 conference (pp. 830–834).
Mihailescu, C., Lagrange, X., & Godlewski, P. (1999a). Radio resource management for packet transmission in umts wcdma systems. In Proceedings of IEEE VTC, Amsterdam, NL.
Mihailescu, C., Lagrange, X., & Godlewski, P. (1999b). Soft handover analysis in downlink umts wcdma systems. In Proceedings of IEEE MOMUC, San Diego, CA.
Naghshineh M., Katzela I. (1996) Channel assignment schemes for cellular mobile telecommunication systems: A comprehensive survey. IEEE Personal Communications 3: 10–31
Raisanen L., Whitaker R.M. (2005) Comparison and evaluation of multiple objective genetic algorithms for antenna placement. Mobile Networks and Applications Journal 10: 79–88
Schroder, B., & Weller, A. (2002). Prediction of the connection stability of umts-services in the downlink: An analytical approach. In Proceedings of IEEE VTC Fall, Vancouver, CA.
Siomina, I., & Yuan, D. (2004). Pilot power optimization in wcdma networks. In Proceedings of WiOpt 04, Cambridge, UK.
Staehle, D., Leibnitz, K., & Heck, K. (2002). Effects of soft handover on the umts downlink performance. In Proceedings of the IEEE 56th vehicular technology conference, VTC-2002-Fall (pp. 960–964). Vol. 2.
Technical Specification Group Radio Access Network 3GPP, TS 25.214. (2006). Physical layer procedures (FDD), Version 6.7.0.
Turke, U., Perera, R., Lamers, E., Winter, T., & Gorg, C. (2003). An advanced approach for qos analysis in umts radio network planning. In Proceedings of the 18th ITC, VDE (pp. 91–100).
Varbrandt, P., & Yuan, D. (2003). A mathematical programming approach for pilot power optimization in wcdma networks. In Proceedings of the ATNAC 2003, Melbourne, Australia.
Viterbi A. J. (1995) CDMA: Priciples of spread spectrum mmmunication. Addison-Wesley, Boston, pp 218–224
Viterbi A. J., Viterbi A. M., Gilhousen K.S., Zehavi E. (1994) Soft handoff extends cdma cell coverage and increases reverse link capacity. IEEE Journal on Selected Areas in Communications 12: 1281–1288
Wang, L. C., Liao, C. Y., & Chang, C. J. (2002). Downlink soft handover and power allocation for cdma heterogeneous cellular networks. In Proceedings of the global telecommunications conference (pp. 1830–1834).
Wong, D., & Lim, T. J. (1997). Soft handoffs in cdma mobile systems. IEEE Personal Communications, 6–17.
Wang, L. C., & Chen, L. (2005). Outage probability analysis of downlink power allocation mechanisms in CDMA systems during soft handoff. In Proceedings of vehicular technology conference, VTC 2005-Fall (pp. 132–136).
Whitaker R. M., Allen S. M., Hurley S. (2009) Efficient offline coverage and load evaluation for CDMA network modeling. IEEE Transactions on Vehicular Technology 58(7): 3704–3712
Whitaker R. M., Raisanen L., Hurley S. (2005) The infrastructure efficiency of cellular wireless networks. Computer Networks Journal 48(6): 941–959
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Ghosh, S.C., Whitaker, R.M., Allen, S.M. et al. Optimising CDMA Cell Planning with Soft Handover. Wireless Pers Commun 68, 321–347 (2013). https://doi.org/10.1007/s11277-011-0454-9
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DOI: https://doi.org/10.1007/s11277-011-0454-9