5G Development: Automation and the Role of Artificial Intelligence

Christopher J. C. H. Watkins, Peter Dayan, Technical Note : \cal Q -Learning Machine Learning. ,vol. 8, pp. 279- 292 ,(1992) , 10.1007/BF00992698

Christian M. Mueller, Matthias Kaschub, Christian Blankenhorn, Stephan Wanke, A Cell Outage Detection Algorithm Using Neighbor Cell List Reports international workshop on self organizing systems. pp. 218- 229 ,(2008) , 10.1007/978-3-540-92157-8_19

M. Kylvaja, K. Hatonen, P. Kumpulainen, J. Laiho, P. Lehtimaki, K. Raivio, P. Vehvilainen, Trial report on self-organizing map based analysis tool for radio networks [GSM applications] vehicular technology conference. ,vol. 4, pp. 2365- 2369 ,(2004) , 10.1109/VETECS.2004.1390698

Yunjuan Zang, Feixiang Ni, Zhiyong Feng, Shuguang Cui, Zhi Ding, Wavelet transform processing for cellular traffic prediction in machine learning networks international conference on signal and information processing. pp. 458- 462 ,(2015) , 10.1109/CHINASIP.2015.7230444

Ahsan Adeel, Hadi Larijani, Abbas Javed, Ali Ahmadinia, Critical Analysis of Learning Algorithms in Random Neural Network Based Cognitive Engine for LTE Systems 2015 IEEE 81st Vehicular Technology Conference (VTC Spring). pp. 1- 5 ,(2015) , 10.1109/VTCSPRING.2015.7145764

Ahmed Zoha, Arsalan Saeed, Ali Imran, Muhammad Ali Imran, Adnan Abu-Dayya, A learning-based approach for autonomous outage detection and coverage optimization transactions on emerging telecommunications technologies. ,vol. 27, pp. 439- 450 ,(2016) , 10.1002/ETT.2971

Sergey Chernov, Michael Cochez, Tapani Ristaniemi, Anomaly Detection Algorithms for the Sleeping Cell Detection in LTE Networks 2015 IEEE 81st Vehicular Technology Conference (VTC Spring). pp. 1- 5 ,(2015) , 10.1109/VTCSPRING.2015.7145707

Sergey Chernov, Dmitry Petrov, Tapani Ristaniemi, Location accuracy impact on cell outage detection in LTE-A networks 2015 International Wireless Communications and Mobile Computing Conference (IWCMC). pp. 1162- 1167 ,(2015) , 10.1109/IWCMC.2015.7289247

Floriano De Rango, Peppino Fazio, Ivano Selvaggi, A novel passive bandwidth reservation algorithm based on Neural Networks path prediction in wireless environments international symposium on performance evaluation of computer and telecommunication systems. pp. 38- 43 ,(2010)

R. Narasimhan, D.C. Cox, A handoff algorithm for wireless systems using pattern recognition personal indoor and mobile radio communications. ,vol. 1, pp. 335- 339 ,(1998) , 10.1109/PIMRC.1998.733570