Title :
Advanced Neural-Based CAD Tools for Communication System Modeling and Design
Author :
Yagoub, Mustapha C E ; Vuong, Tân-Phu ; Mohammedi, Farah A.
Author_Institution :
Univ. of Ottawa, Ottawa
Abstract :
In today´s communication systems, there is an ever-increasing demand for higher levels of integration and circuit miniaturization. This trend leads to massive computational tasks requiring advanced modeling tools so that the whole process can be achieved reliably. In this paper, the authors present advanced neural-based CAD tools that can efficiently predict a circuit response. The proposed tools are demonstrated through examples of RF/microwave circuit design.
Keywords :
circuit CAD; microwave circuits; neural nets; RF circuit design; circuit miniaturization; circuit response prediction; communication system design; communication system modeling; microwave circuit design; neural-based CAD tools; Circuit simulation; Circuit synthesis; Design automation; Integrated circuit reliability; Microwave communication; Microwave devices; Neural networks; Neurons; Radio frequency; Telecommunication network reliability;
Conference_Titel :
Electrical and Computer Engineering, 2007. CCECE 2007. Canadian Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
1-4244-1020-7
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2007.167
