Statistical learning in automated troubleshooting: Application to LTE interference mitigation

IEEE Transactions on Vehicular Technology

Volumn 59, Issue 7, 2010, Pages 3651-3656

  Tiwana, Moazzam Islam ^a   Sayrac, Berna ^a   Altman, Zwi ^a  

^a ORANGE LABS   (France)

Author keywords

Automated healing; intercellular interference coordination (ICIC); logistic regression (LR); long term evolution (LTE); statistical learning; troubleshooting

Indexed keywords

AUTOMATED HEALING; INTERCELLULAR INTERFERENCE; LOGISTIC REGRESSION (LR); LONG-TERM EVOLUTION; STATISTICAL LEARNING; TROUBLESHOOTING;

BENCHMARKING; BIOLOGY; OPTIMIZATION; RADIO COMMUNICATION; REGRESSION ANALYSIS; STATISTICS;

AUTOMATION;

EID: 77955914085     PISSN: 00189545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVT.2010.2050081     Document Type: Article

References (11)

1. G. Dimitrakopoulos, K. Tsagkaris, V. Stavroulaki, A. Katidiotis, N. Koutsouris, P. Demestichas, V. Merat, and S. Walter, "A management framework for ambient systems operating in wireless B3G environments," Mobile Netw. Appl. J., vol.13, no.6, pp. 555-568, Dec. 2008.
2. R. Barco, V.Wille, and L. Diez, "System for automatic diagnosis in cellular networks based on performance indicators," Eur. Trans. Telecommun., vol.16, no.5, pp. 399-409, Oct. 2005.
3. R. Barco, L. Nielsen, R. Guerrero, G. Hylander, and S. Patel, "Automated troubleshooting of a mobile communication network using Bayesian networks," in Proc. IEEE Int. Workshop MWCN, Stockholm, Sweden, Sep. 2002, pp. 606-610.
4. S. Ben Jamaa, Z. Altman, J.-M. Picard, and A. Ortega, "Steered optimization strategy for automatic cell planning of UMTS networks," in Proc. IEEE 61st Veh. Technol. Conf., Spring 2005, pp. 359-362.
5. Requirements for Further Advancements for E-UTRA (LTE-Advanced), 3GPP TR 36.913 v8.0.1, Mar. 2009.
6. Deliverable D4.7.2, (Jun. 2007), "IST Winner II project," Interference Avoidance Concept. [Online]. Available: http://www.ist-winner.org/ WINNER2-Deliverables/D4.7.2.pdf
7. G. Fodor, "Performance analysis of a reuse partitioning technique for OFDM based evolved UTRA," in Proc. IEEE Int. Workshop QoS, Jun. 2006, pp. 112-120.
8. R. Y. Chang, Z. Tao, J. Zhang, and C.-C. J. Kuo, "Multicell OFDMA downlink resource allocation using a graphic framework," IEEE Trans. Veh. Technol., vol.58, no.7, pp. 3494-3507, Sep. 2009.
9. W. D. Hosmer and S. Lemeshow, Applied Logistic Regression, 2nd ed. Chichester, U.K.: Wiley, 2000, pp. 1-30.
10. A. J. Dobson, Introduction to Generalized Linear Models, 2nd ed. London, U.K.: Chapman & Hall, 2001, pp. 57-67.
11. R. Nasri and Z. Altman, "Handover adaptation for dynamic load balancing in 3GPP long term evolution systems," in Proc. 5th Int. Conf. Adv. MoMM, Dec. 3-5, 2007, pp. 145-154.