Title :
Analog sensing front-end system for harmonic signal classification
Author :
Daniel J. White;Peter E. William;Michael W. Hoffman;Sina Balkir;Nathan Schemm
Author_Institution :
University of Nebraska-Lincoln, Department of Electrical Engineering, 209N SEC, NE 68588-0511, USA
fDate :
5/1/2012 12:00:00 AM
Abstract :
This paper presents the design of an Analog-to-Information spectral decomposition scheme suitable for parallel low-power analog and mixed-signal VLSI implementation. The novel scheme extracts sufficient information to achieve good back-end signal detection and classification performance while using less power than purely digital spectral techniques such as FFT. Simulations of a prototype system in a mixed-signal 130nm CMOS process show a feasible solution space given an on-line self-calibrating system.
Keywords :
"Harmonic analysis","Vehicles","Feature extraction","Transforms","Integrated circuit modeling","Signal resolution","Switches"
Conference_Titel :
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on
Print_ISBN :
978-1-4673-0218-0
Electronic_ISBN :
2158-1525
DOI :
10.1109/ISCAS.2012.6271437