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TU Berlin

Inhalt des Dokuments

Diego Fernando Preciado Rojas, M.Sc.

Diego Preciado was born in Sogamoso, Colombia. He received his B.Sc. in Electronics from National University, Colombia in 2008 and his M.Sc. in Electronics and Computer Science from Los Andes University, Colombia in 2011.

After working for more than 10 years in different telecommunication companies, he was awarded a DAAD scholarship to pursue the Ph.D. degree in Germany.

From 2017 to 2019, he was a Research Associate at TU Ilmenau. Since 2020 he is working as a Research Associate at Fraunhofer Heinrich-Hertz Institute (HHI) in Berlin, with the Signal and Information Processing group of the Wireless Communications and Networks department.

He is currently working towards the Ph.D. degree under the supervision of Prof. Sławomir Stańczak. His current research interest is in autonomic 5G network management, in particular network self-optimization driven by machine learning.

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Publications

T. Bag, S. Garg, D. F. Preciado Rojas and A. Mitschele-Thiel (2020). Machine Learning based Recommender Systems to achieve Self-Coordination between SON Functions. IEEE Transactions on Network and Service Management, Sept. 2020

D. F. Preciado Rojas and A. Mitschele-Thiel (2020). A scalable SON coordination framework for 5G. IEEE/IFIP Network Operations and Management Symposium, April 2020

D. F. Preciado Rojas, F. Nazmetdinov and A. Mitschele-Thiel (2020). Zero-touch coordination framework for Self-Organizing Functions in 5G. IEEE Wireless Communications and Networking Conference, April 2020

G. Budigiri, D. F. Preciado Rojas, A. Mitschele-Thiel and S. Mwanje (2019). Optimal Rules Mining in SON for Distributed Intelligence in Future Cognitive Cellular Networks. International Symposium on Advanced Electrical and Communication Technologies, Rom, Nov. 2019

D. F. Preciado Rojas and A. Mitschele-Thiel (2019). Machine Learning-based SON function conflict resolution. First International Workshop on Machine Learning for Wireless Communications, Barcelona, June 2019

T. Bag, S. Garg, D. F. Preciado Rojas, Z. Shaik, A. Mitschele-Thiel and J. Mückenheim (2019). Self-Organizing Network functions for handover optimization in LTE Cellular networks. Mobile Communication - Technologies and Applications; 24. ITG-Symposium , Osnabrück, Germany, June 2019

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Contact

Diego Fernando Preciado Rojas, M.Sc.
Fraunhofer Heinrich-Hertz-Institut
Einsteinufer 37
10587 Berlin