Challenges in 5G: How to empower SON with big data for enabling 5G

IEEE Network

Volumn 28, Issue 6, 2014, Pages 27-33

  Imran, Ali ^a   Zoha, Ahmed ^b  

^a UNIVERSITY OF OKLAHOMA   (United States)

^b QATAR MOBILITY INNOVATIONS CENTER QMIC   (Qatar)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPLEX NETWORKS; CONCURRENCY CONTROL; DISTRIBUTED COMPUTER SYSTEMS; FREQUENCY BANDS; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; MEDIUM ACCESS CONTROL; MOBILE TELECOMMUNICATION SYSTEMS; NETWORK LAYERS; QUALITY OF SERVICE;

CONCURRENT OPERATIONS; INFRASTRUCTURE SHARING; MULTIPLE FREQUENCY; NETWORK VIRTUALIZATION; QUALITY OF EXPERIENCE (QOE); SELF-ORGANIZING NETWORK; SIMULTANEOUS USE; SPECTRUM ALLOCATION;

BIG DATA;

EID: 84913539819     PISSN: 08908044     EISSN: None     Source Type: Journal    
DOI: 10.1109/MNET.2014.6963801     Document Type: Article

References (15)

1. G. P. Fettweis," A 5G Wireless Communications Vision," Microwave J., Dec. 2012, pp. 24-36.
2. Q. C. Li et al.," 5G Network Capacity: Key Elements and Technologies," IEEE Vehic. Tech. Mag., vol. 9, no. 1, Mar. 2014, pp. 71-78.
3. X. Wang et al.," Cache in the Air: Exploiting Content Caching and Delivery Techniques for 5G Systems," IEEE Commun. Mag., vol. 52, no. 2, pp. 131-39.
4. T. Alsedairy et al.," Self Organizing Cloud cells: A Resource Efficient Network Densification Strategy," Trans. Emerging Telecommun. Technologies.
5. T. Taleb and A. Ksentini," Follow Me Cloud: Interworking Federated Clouds & Distributed Mobile Networks," IEEE Network, vol. 27, no. 5, Sept./Oct. 2013. pp. 12-19.
6. G. Wunder et al.," 5GNOW: Non-Orthogonal, Asynchronous Waveforms for Future Mobile Applications," IEEE Commun. Mag., vol. 52, no. 2, Feb. 2014, pp. 97-105.
7. T. Taleb," Towards Carrier Cloud: Potential, Challenges, & Solutions," IEEE Wireless Commun., vol. 21, no. 3, June 2014, pp. 80-91.
8. N. Bhushan et al.," Network Densification: The Dominant Theme for Wireless Evolution into 5G," IEEE Commun. Mag., vol. 52, no. 2, Feb. 2014, pp. 82-89.
9. C. G. Aliu et al.," A Survey of Self Organisation in Future Cellular Networks," IEEE Commun. Surveys & Tutorials, vol.15, no.1, 1st qtr. 2013, pp. 336-61.
10. I. Ali et al.," Self Organization of Tilts in Relay Enhanced Networks: A Distributed Solution," IEEE Trans. Wireless Commun., vol. 13, no. 2, Feb. 2014, pp. 764-79.
11. H. Y. Lateef, A. Imran, and A. Abu-dayya," A Framework for Classification of Self-Organising Network Conflicts and Coordination Algorithms," Proc. IEEE PIMRC 13, 2013, pp. 2913-18.
12. Amdocs Smart NetSolution, http://www.amdocs.com/Products/OSS/ Pages/small-cell-solution.aspx, visited on 17 Apr
13. I. H. Witten and F. Eibe, Data Mining: Practical Machine Learning Tools and Techniques, Morgan Kaufmann, 2005.
14. T. F. Cox and M. A. Cox, Multidimensional Scaling. CRC Press, 2010.
15. S. Hämäläinen et al., LTE Self-Organising Networks (SON): Network Management Automation for Operational Efficiency, Wiley, 2012.