DocumentCode :
2656220
Title :
BT-POD: A parallel and error-controllable wideband model reduction method for frequency-domain simulations
Author :
Wang, Wei ; Paraschos, Georgios N. ; Vouvakis, Marinos N.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Massachusetts, Amherst, MA, USA
fYear :
2009
fDate :
1-5 June 2009
Firstpage :
1
Lastpage :
4
Abstract :
This paper introduces a hybrid SVD-Krylov technique based on the balanced truncation - proper orthogonal decomposition (BT-POD). The method combines the best features of the two categories, namely offers error controls and indicators while preserving the efficiency of Krylov MOR. The most time consuming step related to the POD sampling is embarrassingly parallel, making the method suitable for multi-core computing. The method is related to the principal component analysis (PCA) of pattern recognition and machine learning, and shares the same spirit with the low-rank POD of Willcox et.al., Phillips´ poor-man´s TBR. and the Choleski factor -alternating direction implicit (CF-ADI) algorithm.
Keywords :
computational electromagnetics; electromagnetic waves; frequency-domain analysis; ultra wideband technology; Choleski factor-alternating direction implicit algorithm; balanced truncation-proper orthogonal decomposition; error-controllable wideband model reduction method; frequency-domain simulations; hybrid SVD-Krylov technique; machine learning; multicore computing; offers error controls; pattern recognition; principal component analysis; ultra wide band electromagnetic systems; Computer errors; Concurrent computing; Error correction; Frequency domain analysis; Machine learning algorithms; Observability; Pervasive computing; Principal component analysis; Reduced order systems; Ultra wideband communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Antennas and Propagation Society International Symposium, 2009. APSURSI '09. IEEE
Conference_Location :
Charleston, SC
ISSN :
1522-3965
Print_ISBN :
978-1-4244-3647-7
Type :
conf
DOI :
10.1109/APS.2009.5172213
Filename :
5172213
Link To Document :
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