Title :
Positioning method for pipeline security pre-warning system based on the third-order cumulant algorithm
Author :
Hao Feng ; Jian Li ; Shili Chen ; Yang An ; Zhoumo Zeng ; Shijiu Jin
Author_Institution :
State Key Lab. for Precision Meas. Technol. & Instrum., Tianjin Univ., Tianjin, China
Abstract :
A novel method based on the third-order cumulant algorithm is proposed and verified. The algorithm resolves the time delay estimation deterioration problem induced by simple cross-correlation method in locating abnormal vibrations along pipelines. Both the forward and backward acquisition signals are processed using the third-order self- cumulant and cross-cumulant appraisal, so that Gaussian noise and symmetrical distribution noise can be suppressed. Field test results have validated the method can considerably suppress noise signals and improve the locating resolution of pipeline abnormal vibration events, thus significantly improve the performance of the system.
Keywords :
Gaussian noise; alarm systems; correlation methods; higher order statistics; pipelines; signal processing; vibrations; Gaussian noise; abnormal vibrations; backward acquisition signal; cross-cumulant appraisal; forward acquisition signal; pipeline security pre-warning system; positioning method; simple cross correlation method; symmetrical distribution noise; third-order cumulant algorithm; Educational institutions; Instruments; Noise; Optical interferometry; Pipelines; Pollution measurement; Vibrations;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2013 IEEE/ASME International Conference on
Conference_Location :
Wollongong, NSW
Print_ISBN :
978-1-4673-5319-9
DOI :
10.1109/AIM.2013.6584320