Improving linearity of position-sensitive detector using support vector machines-中国期刊网

摘要 Anintelligentmethodforimprovingpositionlinearityofposition-sensitivedetector(PSD),basedonsupportvectormachines(SVMs),isdeveloped.TheSVMisestablishedbasedonthestructuralriskminimizationprincipleratherthanminimizingtheempiricalerrorcommonlyimplementedinneuralnetworks.SVMcanachievehighergeneralizationperformance.TrainingSVMisequivalenttosolvingalinearlyconstrainedquadraticprogrammingproblem,thusthesolutionofSVMisalwaysuniqueandgloballyoptimal.Theimprovingpositionlinearityprocedurehasbeenillustratedusingatwo-dimensional(2D)PSD.ItispointedoutthatthepositionlinearityofthemeasuringsystemwithaproperSVMcorrectionisimprovedbytwoordersofmagnitudeinthemeasurementrange.

1王红梅;赵政;郑建华. Classifying Data Sets Using Support Vector Machines Based on Geometric Distance.高等教育学,2006-02.
2. Two-dimensional　 Position Sensitive Detector.物理,1997-07.
3SUMeijun. Technique of Position Sensitive Detector with Alternating Light Source^①.物理电子学,1997-03.
4. Position Sensitive Detector Used to Detect Beam Profile.物理,2001-01.
5Rakhi Motwani;Mukesh Motwani;Frederick Harris;Sergiu Dascalu. An Eigen-Normal Approach for 3D Mesh Watermarking Using Support Vector Machines.物理电子学,2010-03.
6Wang Liejun;Zhang Taiyi;Zhou Yatong. MULTI-RESOLUTION LEAST SQUARES SUPPORT VECTOR MACHINES.物理电子学,2007-05.
7曾松盛;石永华;王国荣;黄国兴. The seam offset identification based on support vector regression machines.焊接,2009-02.
8PENG Yu-jia LI Lian-huang TANG Xiao-shan GAO Rui. Response Characteristics of Position Sensitive Detector under Oblique Incidence Condition.物理电子学,2009-02.
9CHEN Gang;E Dongchen. Support Vector Machines for Cloud Detection over Ice-Snow Areas.测绘科学与技术,2007-02.
10HE Shi-jun ZHOU Wenjun ZHOU Ruyan HUANG Dongmei. Study of tide prediction method influenced by nonperiodic factors based on support vector machines.海洋科学,2012-05.

Improving linearity of position-sensitive detector using support vector machines

来源期刊

相关推荐

同分类资源更多

相关关键词

Improving linearity of position-sensitive detector using support vector machines

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多