基于支持向量机的分布式光纤泄漏检测定位系统及实验分析
[1] 蒋奇.分布式光纤温度传感技术在隧道监测中的应用[J].应用光学,2005,26(3):20-22.
[2] Spammer S J,Swart P L,Chtcherbakov A A.Merged Sagnac-Michelson interferometer for distributed disturbance detection[J].Journal of Light Wave Technology,1997,15(6):972-976.
[3] Huang Shihchu,Lin Wuuwen,Tsai Mengtsan.Fiber optic in-line distributed sensor for detection and localization of the pipeline leaks[J].Sensors and Actuators A:Physical,2007,135(2):570-579.
[4] 胡正松,杨其华,乔波.干涉型分布式光纤水下长输气管道泄漏检测系统设计[J].激光与光电子学进展,2012,49(7):69-73.
Hu Zhengsong,Yang Qihua,Qiao Bo.The design of interference distributed fiber-optic underwater long gas pipeline leakage detection system[J].Laser﹠Optoelectronics Progress,2012,49(7):69-73.
[5] Su C T,Yang C H.Feature selection for the SVM:anapplication to hypertension diagnosis[J].Expert Systems with Application,2008,34(1):754-763.
[6] 潘锐,李立京,张文慧.抑制分布式光纤光学传感器错误警报的混合支持向量机算法[J].红外与激光工程,2013,42(增刊2):431-439.
Pan Rui,Li Lijing,Zhang Wenhui.Compound SVM algorithm for restraining false alarm of distributed fiber optic sensor [J].Infrared and Laser Engineering,2013,42(S2):431-439.
[7] 李彦,梁正桃,李立京,等.基于小波和支持向量机的光纤微振动传感器模式识别[J].传感器与微系统,2013,32(2):43-49.
Li Yan,Liang Zhengtao,Li Lijing,et al.Pattern recognition of fiber-optic micro vibration sensor based on wavelet and SVM [J].Transducer and Microsystem Technologies,2013,32(2):43-49.
[8] 芦吉云,王帮峰,梁大开.基于小波包特征提取及支持向量回归机的光纤布拉格光栅冲击定位系统[J].光学精密工程,2012,20(4):712-718.
[9] 黄悦,王强,杨其华,等.水下天然气管道分布式光纤泄漏检测系统实验分析[J].激光与光电子学进展,2014,51(11):110602-1-6.
[10] 章仁杰.基于PGC解调的光纤传感器天然气管道泄漏检测装置设计[D].浙江:中国计量学院,2014.
Zhang Renjie.The design of fiber-optic sensor natural gas pipeline leakage detection device based on PGC demodulation[D].Zhejiang:China Jiliang University,2014.
[11] Keerthi S S,Lin C J.Asymptotic behaviors of support vector machines with Gaussian kernel [J].Neural Computation,2003,15(7):1667-1689.
[12] Liu Xianglou,Jia Dongxu,Li Hui.Research on Kernel parameter optimization of support vector machine in speaker recognition [J].Science Technology and Engineering,2010,10(7):1669-1673.
[13] 王健峰,张磊,陈国兴,等.基于改进的网格搜索法的SVM参数优化[J].应用科技,2012,39(3):28-31.
Wang Jianfeng,Zhang Lei,Chen Guoxing,et al.A parameter optimization method for an SVM based on improved grid search algorithm [J].Applied Science and Technology,2012,39(3):28-31.
黄悦, 王强, 韩玲娟, 朱俊. 基于支持向量机的分布式光纤泄漏检测定位系统及实验分析[J]. 应用光学, 2015, 36(3): 424. Huang Yue, Wang Qiang, Han Lingjuan, Zhu Jun. Support vector machine based distributed optical fiber leakage detection system and experimental analysis[J]. Journal of Applied Optics, 2015, 36(3): 424.