Title :
The design of a capacitance sensor for the detection of cigarette packets lack
Author :
Ping, Zhou ; Feng, Wang ; Haijing, Xu
Author_Institution :
Sch. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
Abstract :
The detection of cigarette packets lack is the key process to maintain the credibility of enterprises. A capacitance sensor was designed in this paper for the detection system of cigarette packets lack, in which the back-propagation neural networks were utilized to distinguish between full packets and lack packets. The results showed that the system based on the capacitance sensor achieved detection and the accuracy of detection was 97.6%.
Keywords :
backpropagation; capacitive sensors; neural nets; signal detection; tobacco products; backpropagation neural networks; capacitance sensor design; cigarette packets lack detection; credibility; Accuracy; Artificial neural networks; Capacitance; Containers; Electrodes; Permittivity; Sensitivity; capacitance sensor; cigarette packet lack; neural network;
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
DOI :
10.1109/ICSPS.2010.5555829
