DocumentCode
1703494
Title
New algorithmic technique for linearizing diode detectors
Author
Nijhawan, Garima ; Hashmi, M.S.
Author_Institution
Landis+Gyr Noida, Noida, India
fYear
2013
Firstpage
171
Lastpage
174
Abstract
This paper presents a linearization approach to extend the dynamic range of diode based power detector. The linearized power is estimated using support vector regression with the regularization parameter estimated directly from the training data. The proposed technique gives 25% better results as compared to previously published results. Comparison of diode power detector characteristics for different excitations is also done.
Keywords
diodes; linearisation techniques; power measurement; regression analysis; support vector machines; algorithmic technique; diode based power detector; diode detectors; linearization approach; linearized power estimation; regularization parameter; support vector regression; Detectors; Dynamic range; Linearization techniques; Schottky diodes; Support vector machines; Table lookup; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia, Signal Processing and Communication Technologies (IMPACT), 2013 International Conference on
Conference_Location
Aligarh
Print_ISBN
978-1-4799-1202-5
Type
conf
DOI
10.1109/MSPCT.2013.6782112
Filename
6782112
Link To Document