N-gram analysis for sleeping cell detection in LTE networks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 4439-4443

  Chernogorov, Fedor ^a,b   Ristaniemi, Tapani ^a   Brigatti, Kimmo ^a   Chernov, Sergey ^a  

^a UNIVERSITY OF JYVÄSKYLÄ   (Finland)

^b MAGISTER SOLUTIONS LTD   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

BASE STATION ANTENNAS; CELL DETECTION; DIMENSIONALITY REDUCTION; HARDWARE FAILURES; LTE NETWORKS; MOBILE TERMINAL; NETWORK PLANNING; TRAINING AND TESTING;

BASE STATIONS; CELLS; CYTOLOGY; DIGITAL STORAGE; SIGNAL PROCESSING;

WIRELESS TELECOMMUNICATION SYSTEMS;

EID: 84890481061     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638499     Document Type: Conference Paper

References (16)

1. Evolved Universal Terrestrial Radio Access Network (EUTRAN); Self-configuring and self-optimizing network (SON) use cases and solutions (Release 11), 3GPP Std. TR 36.902, 2011.
2. O. Sallent, J. Perez-Romero, J. Sanchez-Gonzalez, R. Agust?, M. D?az-guerra, D. Henche, and D. Paul, "A roadmap from UMTS optimization to LTE selfoptimization," Communications Magazine, IEEE, vol. 49, no. 6, pp. 172-182, June 2011.
3. J. Sanchez-Gonzalez, O. Sallent, J. Perez-Romero, R. Agust?, M. D?az-guerra, J. Moreno, and D. Paul, "A newmethodology for RF failure detection in UMTS networks," in Network Operations and Management Symposium, NOMS 2008, IEEE, April 2008, pp. 718-721.
4. C. M. Mueller, M. Kaschub, C. Blankenhorn, and S. Wanke, "A cell outage detection algorithm using neighbor cell list reports," Lecture Notes in Computer Science, Springer Berlin/Heidelberg, 2008.
5. M. Amirijoo, L. Jorguseski, T. Kurner, R. Litjens, M. Neuland, L. C. Schmelz, and U. Turke, "Cell outage management in LTE networks," in Proceedings of the 6th international conference on Symposium on Wireless Communication Systems, ser. ISWCS09. IEEE Press 2009, 600-604.
6. M. Amirijoo, L. Jorguseski, R. Litjens, and R. Nascimento, "Effectiveness of cell outage compensation in LTE networks," in Consumer Communications and Networking Conference (CCNC), 2011IEEE, January 2011, pp. 642-647.
7. F. Chernogorov, J. Turkka, T. Ristaniemi, and A. Averbuch, "Detection of sleeping cells in LTE networks using diffusion maps," in Vehicular Technology Conference (VTC Spring), 2011IEEE 73rd, May 2011, pp. 1-5.
8. J. Turkka, F. Chernogorov, K. Brigatti, T. Ristaniemi, and J. Lempiainen, "An approach for network outage detection from drive-testing databases," Journal of Computer Networks and Communications, 2012.
9. B. Cheung, S. Fishkin, G. Kumar, and S. Rao, "Method of monitoring wireless network performance," Patent US 2006/0 063 521A1, 2006.
10. M. Ganapathiraju, D. Weisser, R. Rosenfeld, J. Carbonell, R. Reddy, and J. Klein-Seetharaman, "Comparative n-gram analysis of whole-genome protein sequences," in Proceedings of the Human Language Technologies conference, 2002.
11. J. Choi, H. Kim, C. Choi, and P. Kim, "Efficient malicious code detection using n-gram analysis and SVM," in Proceedings of the 201114th International Conference on Network-Based Information Systems, ser. NBIS 11. Washington, DC, USA: IEEE Computer Society, 2011, pp. 618-621.
12. Technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Radio Resource Control (RRC); Protocol specification (Release 10), 3GPP Std. TS 36.331, 2011.
13. S. Sesia,M. Baker, and I. Toufik, LTE-The UMTS Long Term Evolution: From Theory to Practice. JohnWiley &Sons, 2011.
14. Z. He, X. Xu, and S. Deng, "Discovering cluster based local outliers," Pattern Recognition Letters, vol. 2003, pp. 9-10, 2003.
15. K. Brueninghaus, "Link performancemodels for system level simulations of broadband radio access systems," in PIMRC-2005, Berlin, Germany, 2005.
16. Technical Specification Group Radio Access Network; Further Advancements for E-UTRA Physical Layer Aspects (Release 9), 3GPP Std. TR 36.814, 2010.