Particle Swarm optimization of Fuzzy Logic Controller for high quality RRM auto-tuning of UMTS networks

IEEE Vehicular Technology Conference

Volumn 61, Issue 3, 2005, Pages 1865-1869

  Dubreil, Hervé ^a   Altman, Zwi ^a   Diascorn, Vincent ^a   Picard, Jean Marc ^a   Clerc, Maurice ^b  

^a ORANGE LABS   (France)

^b NONE   (France)

Author keywords

Auto tuning; Fuzzy logic controller; Particle Swarm optimization; RRM parameters; UMTS network

Indexed keywords

FUZZY CONTROL; OPTIMIZATION; TELECOMMUNICATION TRAFFIC; TUNING;

AUTO-TUNING; FUZZY LOGIC CONTROLLER; FUZZY LOGIC CONTROLLERS; PARTICLE SWARM (PS) OPTIMIZATION; RADIO RESOURCE MANAGEMENT (RRM) PARAMETERS; UMTS NETWORK;

TELECOMMUNICATION NETWORKS;

EID: 26444485954     PISSN: 15502252     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. J. Laiho, A. Wacker and T. Novosad, Radio Network Planning and Optimisation for UMTS, John Wiley & Sons Ltd, England, 2002.
2. P. Dini and S. Guglielmucci, "A call admission control strategy based on fuzzy logic for WCDMA systems", IEEE Int. Conf. Communications, Vol. 4, pp. 2332-2336, June 2004.
3. B. Homnan and W. Benjapolakul, "QoS-controlling soft handoff based on simple step control and a fuzzy inference system with the gradient descent method", IEEE Tran. Vehicular Technology, Vol. 53, pp. 820-834, May 2004.
4. J.M. Picard, H. Dubreil, Frédéric Garabedian, and Zwi Altman, "Dynamic control of UMTS networks by load target tuning", IEEE International Symposium VTC 2004, Genoa, Italy, May 11-14, 2004.
5. th Symp. Micro Machine and Human Science, Nagoya, Japan, pp. 34-44, 1995.
6. M. Clerc and J. Kennedy, "The particle swarm: Explosion, stability, and convergence in a multi-dimensional complex space," IEEE Tran. Evol. Comput., vol 6, pp. 58-73, Feb. 2002