Neural networks applied to wireless communications

IFIP International Federation for Information Processing

Volumn 217, Issue , 2006, Pages 129-138

  Stegmayer, Georgina ^a   Chiotti, Omar ^b  

^a UNIVERSIDAD TECNOLÓGICA NACIONAL   (Argentina)

^b El INGAR Instituto de Desarollo y Diseno   (Argentina)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC BEHAVIORS; NONLINEAR ELEMENTS; SYSTEM DEPLOYMENT; TIME-DELAYED NEURAL NETWORKS; WIRELESS COMMUNICATION SYSTEM; WIRELESS COMMUNICATIONS; WIRELESS TRANSMITTER;

COMMUNICATION SYSTEMS; NEURAL NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

COMPUTER HARDWARE DESCRIPTION LANGUAGES;

EID: 33845514851     PISSN: 15715736     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-0-387-34747-9_14     Document Type: Article

References (16)

1. Evci C, Barth U, Sehier P, Sigle R. (2003) The path to beyond 3G systems: Strategic and technological challenges. In: Proc. 4th Int. Conf. on 3G Mobile Communication Technologies, pp. 299-303
2. Elwan H, Alzaher H, Ismail M (2001) New generation of global wireless compatibility. IEEE Circuits and Devices Magazine 17: 7-19
3. Ahmed A, Abdalla MO, Mengistu ES, Kompa G. (2004) Power Amplifier Modeling Using Memory Polynomial with Non-uniform Delay Taps. In: Proc. IEEE 34th European Microwave Conf., pp. 1457-1460
4. Ku H, Kenney JS (2003) Behavioral Modeling of Nonlinear RF Power Ampli-fiers considering memory effects. IEEE Trans. Microwave Theory Tech. 51: 2495-2504
5. Root D, Wood J (2005) Fundamentals of Nonlinear Behavioral Modeling for RF and Microwave design. Artech House, Boston
6. Zhang QJ, Gupta KG, Devabhaktuni VK (2003) Artificial Neural Networks for RF and Microwave Design - From Theory to practice. IEEE Trans. Microwave Theory Tech. 51: 1339-1350
7. Zhang QJ, Gupta KG (2000) Neural Networks for RF and Microwave Design. Artech House, Boston
8. Schreurs D, Verspecht J, Vandamme E, Vellas N, Gaquiere C, Germain M, Borghs G (2003) ANN model for AlGaN/GaN HEMTs constructed from near-optimal-load large-signal measurements. IEEE Trans. Microwave Theory Tech. 51: 447-450
9. Liu T, Boumaiza S, Ghannouchi FM (2004) Dynamic Behavioral Modeling of 3G Power Amplifiers Using Real-Valued Time-Delay Neural Networks. IEEE Trans. Microwave Theory Tech. 52: 1025-1033
10. ect characterization in the power device. In: Proc. IEEE MTT-S International Microwave Symposium, pp. 1871-1874
11. Alabadelah A, Fernandez T, Mediavilla A, Nauwelaers B, Santarelli A, Schreurs D, Tazón A, Traverso PA (2004) Nonlinear Models of Microwave Power Devices and Circuits. In: Proc. 12th GAAS Symposium, pp. 191-194
12. Xu J, Yagoub MCE, Ding R, Zhang QJ (2002) Neural-based dynamic modeling of nonlinear microwave circuits. IEEE MTT-S Int. Microwave Symp. Dig. 1: 1101-1104
13. Liu T, Boumaiza S, Ghannouchi FM (2004) Dynamic Behavioral Modeling of 3G Power Amplifiers using real-valued Time-Delay Neural Networks. IEEE Trans. Microwave Theory Tech. 52: 1025-1033
14. Nguyen D, Widrow B (1990) Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights. In: Proc. IEEE Int. Joint Conf. Neural Networks, vol. 3, pp. 21-26
15. Marquardt DW (1963) An algorithm for least-squares estimation of non-linear parameters. Journal of the Society for Industrial and Applied Mathematics 11: 431-441
16. Sjoberg J, Ljung L (1995) Overtraining, regularization and searching for a minimum, with application to neural networks. Int. J. Control 62: 1391-1407