Title :
An application of multi-sensor information fusion in Tire Pressure Monitoring System
Author :
Zhou, Yulan ; Chai, Yongsheng ; Lin, Yahong ; Wang, Kun
Author_Institution :
Sch. of Mech. & Automobile Eng., Yantai Univ., Yantai, China
Abstract :
For increasing the precision, It applies the multimember information fusion to TPMS. The model fuses two complementary information: pressure and temperature. Compared with traditional ones, the proposed system has the advantages of completeness, unity, variety, fault-tolerant of information and so on; it can accomplish the purpose of early warning for tire burst in full-scale. The experiment shows it brings a more effective way for inspecting the tire´s pressure and temperature.
Keywords :
Gaussian distribution; condition monitoring; fault tolerance; mechanical engineering computing; normal distribution; pressure control; sensor fusion; tyres; Gaussian normal distribution; fault tolerance; multisensor information fusion; tire pressure monitoring system; Bayesian methods; Mathematical model; Monitoring; Pressure measurement; Temperature measurement; Temperature sensors; Tires; Bays; Information fusion; Pressure; Sensor; Tire;
Conference_Titel :
Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6791-4
DOI :
10.1109/ISKE.2010.5680820
