Title :
Design and testing of D4 wavelets integrated chip preprocessor for chemical classifications
Author :
Roth, Stefan ; Abdel-Aty-Zohdy, Hoda S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Oakland Univ., Rochester, MI, USA
Abstract :
The Daubechies 4 wavelet compresses and filters non-periodic signals and is used in our system for pre-processing data from 32 sensors, which is sent to a spiking neural network for chemical classification. The preprocessor features a Daubechies 4 wavelet processor and SPI bus, providing a standard interface for use with other components. This paper discusses the IC digital design, implementation, and evaluation of the D4 wavelet on 0.5μm CMOS chip. Design has been tested on a VHDL platform. Test and evaluation of the processed 1.62 mm2 D4 chip are presented. With VDD of 5V -to- 3.3V, clock frequency of 22MHz -to- 25 KHz, the chip dynamic power dissipation is estimated as 2.75μW down to 1.36nW.
Keywords :
CMOS digital integrated circuits; hardware description languages; integrated circuit design; integrated circuit testing; neural nets; signal processing; wavelet transforms; CMOS chip; Daubechies 4 wavelet processor; IC digital design; SPI bus; VHDL platform; chemical classifications; dynamic power dissipation; nonperiodic signals; spiking neural network; Integrated circuit modeling; Layout; Neural networks; Vectors; Wavelet transforms;
Conference_Titel :
Circuits and Systems (MWSCAS), 2014 IEEE 57th International Midwest Symposium on
Conference_Location :
College Station, TX
Print_ISBN :
978-1-4799-4134-6
DOI :
10.1109/MWSCAS.2014.6908499
