Acknowledgement
이 논문은 2020년도 정부(과학기술정보통신부)의 재원으로 정보통신기획평가원의 지원을 받아 수행된 연구임[No. 2020-0-009454, 5G 스몰셀을 위한 인공지능 기반 자율구성 네트워크(SON 기술 개발)].
References
- R. Barco, V. Wilee, and L. Diez, "System for Automated Diagnosis in Cellular Networks based on Performance Indicators," Eur. Trans. Telecommun., vol. 16, no. 5, 2005, pp. 399-409. https://doi.org/10.1002/ett.1060
- J. Laiho et al., "Advanced Analysis Methods for 3G Cellular Networks," IEEE Trans. Wireless Commun., vol. 4, no. 3, 2005, pp. 930-942. https://doi.org/10.1109/TWC.2005.847088
- O. G. Aliu et al., "A Survey of Self-Organisation in Future Cellular Networks," IEEE Commun. Surveys Tuts., vol. 15, no. 1, 2013, pp. 336-361. https://doi.org/10.1109/SURV.2012.021312.00116
- S. Bi et al., "Wireless Communications in the Era of Big Sata," IEEE Commun. Mag., vol. 53, no. 10, Oct. 2015, pp. 190-199. https://doi.org/10.1109/MCOM.2015.7295483
- M. Peng et al., "Self-Configuration and Self-Optimization in LTE-Advanced Heterogeneous Networks," IEEE Commun. Mag., vol. 51, no. 5, May. 2013, pp. 36-45. https://doi.org/10.1109/MCOM.2013.6515045
- R. Barco et al., "A Unified Framework for Self-Healing in Wireless Networks," IEEE Commun. Maga., vol. 50, no. 12, Dec. 2012, pp. 134-142. https://doi.org/10.1109/MCOM.2012.6384463
- A. Tall et al., "Distributed Coordination of Self-Organizing Mechanisms in Communication Networks," IEEE Trans. Contr. Netw. Syst., vol. 1, no. 4, Dec. 2014, pp. 328-337. https://doi.org/10.1109/TCNS.2014.2357511
- I. Karla, "Resolving SON Interactions Via Self-Learning Prediction in Cellular Wireless Networks," in Proc. Int. Conf. Wireless Commun. Netw. Mobile Comput., Shanghai, China, Sept. 2012, pp. 1-6.
- H. Y. Lateef, A. Lmran, and A. Abu-dayya, "A Framework for Classification of Self-Organising Network Conflicts and Coordination Algorithms," in Proc. IEEE Annu. Int. Symp. PIMRC, London, UK, Sept. 2013, pp. 2898-2903.
- P. Wainio and K. Seppanen, "Self-Optimizing Last-Mile Backhaul Network for 5G Small Cells," in Proc. IEEE Int. Conf. Commun. Workshops, Kuala Lumpur, Malaysia, May. 2016.
- P. V. Klaine et al., "A survey of machine learning techniques applied to self-organizing cellular networks," IEEE Commun. Surveys Tutorial, vol. 19, no. 4, July. 2017, pp. 2392-2431. https://doi.org/10.1109/COMST.2017.2727878