Title :
SON management based on weighted objectives and combined SON Function models
Author :
Frenzel, Christoph ; Lohmuller, Simon ; Schmelz, Lars Christoph
Author_Institution :
Dept. of Comput. Sci., Univ. of Augsburg, Augsburg, Germany
Abstract :
The instrumentation of Self-Organising Network (SON) Functions in such way that they contribute to the operational objectives defined by a wireless network operator is a complex task. In order to enable automation of this configuration, we previously described the concept of a SON Objective Manager (SOM) which determines the best configuration based on conditional, ranked objectives and SON Function models describing the Key Performance Indicators (KPIs) optimised by some configuration. However, the simplicity of the models and the complexity of the design-time inference may limit the applicability of the initial concept. In this paper, we present an extended and enhanced run-time SOM with more expressive input models, namely, context-dependent, weighted operator objectives allowing a better trade-off and SON Function models defining the possible values of KPIs for some configuration. These improvements together allow for a broader application of the concept.
Keywords :
mobility management (mobile radio); radio networks; KPI; SOM; SON management; SON objective manager; context-dependent model; design-time inference complexity; key performance indicator; mobile wireless network operator; run-time SON function model; self-organising function instrumentation; weighted operator objective model; Computational modeling; Context; Context modeling; Mathematical model; Mobile communication; Mobile computing; Predictive models; network management; objective-based management; self-organising networks;
Conference_Titel :
Wireless Communications Systems (ISWCS), 2014 11th International Symposium on
Conference_Location :
Barcelona
DOI :
10.1109/ISWCS.2014.6933337