Autonomous Self-Optimization of Coverage and Capacity in LTE Cellular Networks

被引:42
|
作者
Engels, Alexander [1 ]
Reyer, Michael [1 ]
Xu, Xiang [1 ]
Mathar, Rudolf [1 ]
Zhang, Jietao [2 ]
Zhuang, Hongcheng [2 ]
机构
[1] Rhein Westfal TH Aachen, Inst Theoret Informat Technol, D-52074 Aachen, Germany
[2] Huawei Technol Co Ltd, Cent Res Inst, Commun Technol Lab, Shenzhen 518129, Peoples R China
关键词
Coverage and capacity optimization (CCO); multiobjective optimization; self-optimization; self-organizing networks (SONs); self-planning;
D O I
10.1109/TVT.2013.2256441
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Self-organizing networks promise significant expenditure savings for operators when rolling out modern cellular network infrastructure, such as Long-Term Evolution (LTE) and LTE-Advanced systems. Savings in capital expenditures (CAPEX) and operational expenditures (OPEX) can be achieved in both the network deployment and network operation phase. Particularly, self-organized optimization of network coverage and network capacity is a key challenge to cope with the boost in mobile data traffic that is expected in the next years and to benefit from the growing market. We present a traffic-light-related approach to autonomous self-optimization of tradeoff performance indicators in LTE multitier networks. Introducing a low-complexity interference approximation model, the related optimization problem is formulated as a mixed-integer linear program and is embedded into a self-organized network operation and optimization framework. Tuning site activity, transmission power, and antenna downtilt are parameters of eNodeBs and Home eNodeBs. The optimization procedure is carried out considering time-variant optimization parameters that are automatically adapted with respect to changes in the network. Simulation-based evaluation of representative case studies demonstrates applicability and the benefit potential of our overall concept.
引用
收藏
页码:1989 / 2004
页数:16
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