Visualization of self-organizing networks operated by the ANR algorithm

2009 IEEE-RIVF International Conference on Computing and Communication Technologies: Research, Innovation and Vision for the Future, RIVF 2009

Volumn , Issue , 2009, Pages

  Quan, Ho Van ^a   Åström, Tobias ^a   Jern, Mikael ^a   Moe, Johan ^b   Gunnarsson, Fredrik ^b   Kallin, Harald ^b  

^a LINKÖPING UNIVERSITY   (Sweden)

^b ERICSSON RESEARCH   (Sweden)

Author keywords

Geospatial; Geovisual analytics; Large scale data; Multi dimensional; Multi layer; Network visualization; Self organizing network; Time varying

Indexed keywords

GEOSPATIAL; GEOVISUAL ANALYTICS; LARGE SCALE DATA; MULTI-DIMENSIONAL; NETWORK VISUALIZATION; SELF-ORGANIZING NETWORK; TIME-VARYING;

ALGORITHMS; CELLULAR TELEPHONE SYSTEMS; COMPUTER SCIENCE; DATA VISUALIZATION; DISTRIBUTED COMPUTER SYSTEMS; MATHEMATICAL OPERATORS; TIME VARYING SYSTEMS; VISUALIZATION;

TIME VARYING NETWORKS;

EID: 71049144767     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RIVF.2009.5174664     Document Type: Conference Paper

References (22)

1. E. Dahlman, S. Parkvall, J. Sköld, and P. Beming, 3G Evolution: HSPA and LTE for Mobile Broadband. Academic Press, 2007.
2. 3GPP TR 25.913 , "Technical specification group radio access network; requirements for evolved UTRA (E-UTRA) and evolved UTRAN (E-UTRAN)," Release 7.
3. NGMN, "Operator use cases related to self organising networks," ver. 1.53, 2007-04-16.
4. M. Amirijoo, P. Frenger, F. Gunnarsson, H. Kallin, J. Moe, and K. Zetterberg, "Neighbor cell relation list and physical cell identity self-organization in LTE", in Proceedings of the 2008 IEEE International Conference on Communications Workshops, 2008, pp. 37-41.
5. D. Guo, M. Gahegan, A. M. MacEachren, and B. Zhou, "Multivariate analysis and geovisualization with an integrated geographic knowledge discovery approach," Cartography and Geographic Information Science, vol. 32, no. 2, 2005, pp. 113- 132, April 2005.
6. N. Andrienko, and G. Andrienko, "Interactive visual tools to explore spatio-temporal variation", in Proceedings of the Working Conference on Advanced Visual Interfaces (AVI 2004), 2004, pp.417-420.
7. G. Andrienko and N. Andrienko, "Visual exploration of spatial distribution of temporal behaviors," in Proceedings of the 9th International Conference on Information Visualisation (IV05), 2005, pp. 799-806.
8. M. Jern, T. A°ström, and S. Johansson, "GeoAnalytics tools applied to large geospatial datasets," in Proceedings of the 12th International Conference Information Visualisation (IV08), 2008, pp. 362-372.
9. D. A. Keim, C. Panse, M. Sips and S. C. North, "Visual data mining in large geospatial point sets", in IEEE Computer Graphics and Applications, vol. 24, no. 5, pp. 36-44, September 2004.
10. W. Muller, and H. Schumann, "Visualization methods for timedependent data," in Proceedings of the 2003 Winter Simulation Conference, 2003, pp. 737-745.
11. J. C. Roberts, "Exploratory visualization with multiple linked views," in Exploring Geovisualization, J. Dykes, A. M. MacEachren, and M.-J. Kraak, Ed. Oxford: Pergamon, 2005, pp. 159-180.
12. M. Jern, and J. Franzén, "GeoAnalytics - Exploring spatiotemporal and multivariate data," in Proceedings of the 10th International Conference on Information Visualisation (IV06), 2006, pp. 25-31.
13. M. Jern, S. Johansson, J. Johansson, and J. Franzén, "The GAV toolkit for multiple linked views," in Proceedings of the 5th International Conference on Coordinated and Multiple Views in Exploratory Visualization, 2007, pp. 85-97.
14. S. Johansson, and M. Jern, "GeoAnalytics visual inquiry and filtering tools in parallel coordinates plots", in Proceedings of the 15th Annual ACM International Symposium on Advances in Geographic Information Systems, 2007.
15. GeoVista Studio. [Online]. Available: http://www.geovistastudio.psu.edu.
16. D. Guo, J. Chen, A. M. MacEachren, and K. Liao, "A visualization system for space-time and multivariate patterns (VIS-STAMP)," in IEEE Transactions on Visualization and Computer Graphics, vol. 12, no. 6, pp. 1461-1474, ovember 2006.
17. M. Withall, I. Phillips, and D. Parish, "Network visualisation: a review," IET Communications, vol. 1, no. 3, pp. 365-372, June 2007.
18. R. A. Becker, S. G. Eick, and A. R. Wilks, "Visualizing network data," IEEE Transactions on Visualization and ComputerGraphics, vol. 1, no. 1, pp. 16-28, March 1995.
19. R. A. Becker, S. G. Eick, and A. R. Wilks, "Visualizing Network Data," in Readings in information visualization: Using vision to think, S. K. Card, J. D. Mackinlay, and B. Shneiderman, San Fransisco, CA: Morgan Kaufman, 1999, pp. 215-227.
20. E. E. Koutsofios, S. C. North, and D. A. Keim, "Visualizing large telecommunication data sets," IEEE Computer Graphics and Applications, vol. 19, no. 3, pp. 16-19, May 1999.
21. E. E. Koutsofios, S. C. North, R. Truscott, and D. A. Keim, "Visualizing large-scale telecommunication networks and services," in Proceedings of IEEE Visualization '99, 1999, pp. 457-461.
22. G. Andrienko, N. Andrienko, R. Fischer, V. Mues, and A. Schuck, "Reactions to geovisualization: an experience from a European project," International Journal of Geographical Information Science, vol. 20, no. 10, pp. 1149-1171,November 2006.