A selective AQS system with artificial neural network in automobile

Sensors and Actuators, B: Chemical

Volumn 130, Issue 1, 2008, Pages 258-263

  Chung, Wan Young ^a   Lee, Seung Chul ^a  

^a Dongseo University   (South Korea)

Author keywords

Air quality sensor; Back propagation neural network; Car sensor; Gas sensor; HVAC

Indexed keywords

AIR QUALITY; AUTOMOBILES; BACKPROPAGATION; POLLUTION;

AIR QUALITY SENSOR; BACK PROPAGATION NEURAL NETWORK;

CHEMICAL SENSORS;

EID: 40749148126     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2007.07.138     Document Type: Article

References (9)

1. Sensor industry developments and trends, Sensors, 2001, http://www.sensormag.com/resources/businessdigest/sbd0201.shtml.
2. 2-based sensor arrays for monitoring combustible gases and volatile organic compounds, Ph.D. Dissertation, Kyungpook National University, 2000, pp. 114-127.
3. Chung W.-Y., and Lim J.-W. Patterning of thin tin oxide films with nano-size particle for 2-dimensional microgas sensor array. Curr. Appl. Phys. 3 (2003) 413-416
4. 2 sensors by using the hydrothermal method and dip coating. J. Korean Phys. Soc. 41 2 (2002) L181-L183
5. 3 thin films prepared by thermal evaporation. J. Korean Phys. Soc. 47 6 (2005) L925-L927
6. Figaro Engineering Inc., Technical Manual of Gas Sensor TGS2201, 2003.
7. H.-G. Hong, A Portable Electronic Nose System Using Gas Sensor Array and Artificial Neural Network, Ministry of Science and Technology Report in Korea, 2001, pp. 41-43.
8. Lee Y., Oh S.-H., and Kim M.W. An analysis of premature saturation in backpropagation learning. Neural Netw. 6 (1993) 719-728
9. Nii O., and Attoh-Okine. Analysis of learning rate and momentum term in backpropagation neural network trained to predict pavement performance. J. Adv. Eng. Software 30 (1999) 291-302