Automated optimization of service coverage and base station antenna configuration in UMTS networks

被引:77
|
作者
Siomina, Iana [1 ]
Varbrand, Peter [1 ]
Yuan, Di [1 ]
机构
[1] Linkoping Univ, Dept Sci & Technol, Chair Operat Res, S-58183 Linkoping, Sweden
关键词
D O I
10.1109/MWC.2006.275194
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
. Deployment and maintenance of UMTS networks involve optimizing a number of network configuration parameters in order to meet various service and performance requirements. In this article we address automated optimization of service coverage and radio base station antenna configuration. We consider three key configuration parameters: transmit power of the common pilot channel (CPICH), antenna tilt, and antenna azimuth. CPICH power greatly influences coverage. From a resource management point of view, satisfying the coverage requirement using minimum CPICH power offers several performance advantages. In-particular, less CPICH power leads to less interference and higher system capacity. Optimal CPICH power, in,its turn, is highly dependent on how the other two parameters, tilt and azimuth, are configured at radio base station antennas. Optimizing antenna tilt and azimuth network-wise, with the objective of minimizing the CPICH power consumption, is a challenging task. The solution approach in this article adopts automated optimization. Our optimization engine is a simulated annealing algorithm. Staring from an initial configuration, the algorithm searches effectively in the solution space of possible configurations in order to find improvements. The algorithm is computationally efficient; thus, we can optimize large networks without using excessive computing resources. We present a case study for a UMTS planning scenario in Lisbon. For this network, automated optimization saves up to 70 percent of the CPICH power used in the reference network configuration. In addition, the optimized network configuration offers significant performance improvement in terms of fewer overloaded cells and lower downlink load factor.
引用
收藏
页码:16 / 25
页数:10
相关论文
共 50 条
  • [1] Optimizing UMTS radio coverage via base station configuration
    Amaldi, E
    Capone, A
    Malucelli, F
    [J]. 13TH IEEE INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOL 1-5, PROCEEDINGS: SAILING THE WAVES OF THE WIRELESS OCEANS, 2002, : 315 - 319
  • [2] Optimizing base station location and configuration in UMTS networks
    Edoardo Amaldi
    Pietro Belotti
    Antonio Capone
    Federico Malucelli
    [J]. Annals of Operations Research, 2006, 146 : 135 - 151
  • [3] Optimizing base station location and configuration in UMTS networks
    Amaldi, Edoardo
    Belotti, Pietro
    Capone, Antonio
    Malucelli, Federico
    [J]. ANNALS OF OPERATIONS RESEARCH, 2006, 146 (1) : 135 - 151
  • [4] UMTS radio planning: optimizing base station configuration
    Amaldi, E
    Capone, A
    Malucelli, F
    Signori, F
    [J]. IEEE 56TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2002, VOLS 1-4, PROCEEDINGS, 2002, : 768 - 772
  • [5] Optimizing base station siting in UMTS networks
    Amaldi, E
    Capone, A
    Malucelli, F
    [J]. IEEE VTC 53RD VEHICULAR TECHNOLOGY CONFERENCE, SPRING 2001, VOLS 1-4, PROCEEDINGS, 2001, : 2828 - 2832
  • [6] An Effective Optimization Algorithm for Configuring Radio Base Station Antennas in UMTS Networks
    Siomina, Iana
    Varbrand, Peter
    Yuan, D.
    [J]. 2006 IEEE 64TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2006, : 1177 - 1181
  • [7] Enhancing HSDPA performance via automated and large-scale optimization of radio base station antenna configuration
    Siomina, Iana
    Yuan, Di
    [J]. 2008 IEEE 67TH VEHICULAR TECHNOLOGY CONFERENCE-SPRING, VOLS 1-7, 2008, : 2060 - +
  • [8] Optimising base station location for UMTS cellular networks
    Kalata, G.
    Pozniak-Koszalka, I.
    Koszalka, L.
    Kasprzak, A.
    [J]. EUROPEAN WORKSHOP ON ADVANCED CONTROL AND DIAGNOSIS, PTS 1-8, 2014, 570
  • [9] UMTS Base Station Location Planning with Invasive Weed Optimization
    Zdunek, Rafal
    Ignor, Tomasz
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II, 2010, 6114 : 698 - +
  • [10] SAR and averaged power density near a UMTS base-station antenna
    Lacroux, Fabrice
    Carrasco, Albert Cortel
    Gati, Azeddine
    Wong, Man-Fai
    Wiart, Joe
    [J]. 2006 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST, VOLS 1-5, 2006, : 1987 - +