Title :
A statistical input space mapping approach for accommodating modeling residuals
Author :
Cheng, Qingsha S. ; Bandler, John W. ; Nikolova, Natalia K. ; Koziel, Slawomir
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
Abstract :
In this paper we discuss a statistical input space mapping method. Our initial surrogate (or mapping) is established through a standard space mapping modeling approach. We enhance the surrogate by including a statistical modeling technique to accommodate response residuals. We employ a simple LC circuit and a microstrip bend to demonstrate our approach.
Keywords :
LC circuits; microwave circuits; statistical analysis; LC circuit; microstrip bend; residual modeling; response residuals; space mapping modeling approach; statistical input space mapping approach; statistical modeling technique; Analytical models; Computational modeling; Integrated circuit modeling; Microstrip; Microwave circuits; Microwave filters; modeling residuals; space mapping; statistical modeling;
Conference_Titel :
Microwave Symposium Digest (IMS), 2013 IEEE MTT-S International
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4673-6177-4
DOI :
10.1109/MWSYM.2013.6697407
