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《Journal of Data Acquisition & Processing》 2001-01
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Multiresolution Data Fusing Based on Wavelet Theory

Hu Zhanhu (Department of Mathematics, Nanjing University Nanjing 210093,P.R.China) Li Yanjun (College of Astronautics, Northwestern Polytechnical University Xi′an 710072,P.R.China)  
Wavelet transform is very suitable for processing multiscale signals, and it can be used in multiresolution data fusion. In this paper algorithms based on wavelet packets for multiresolution data fusion are proposed, which are efficient and highly parallelizable. So it avoids big matrix computations, and also has effective performances without assuming wavelet coefficients to be white noises. Because of the character of linear phase of biorthogonal wavelet, the algorithm based on biorthogonal wavelet packets can overcome the drawback of signal distortion caused by orthogonal wavelet packets transform which is nonlinear phase. Simulation verifies that the performance of multiscale data filtering is improved through the utility of biorthogonal wavelet packets transform.
【CateGory Index】: TP212
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【References】
Chinese Journal Full-text Database 1 Hits
1 KE Xi-zheng,REN Ya-fei(Faculty of Automation and Information Engineering,Xi'an University of Technology,Xi'an 710048,Shaanxi,China);The Application of Multi-Scale Sensor Fusion Algorithm to MEMS Gyroscope Data Processing[J];Acta Armamentarii;2009-07
China Proceedings of conference Full-text Database 1 Hits
1 Chai Yanmei Zhao Rongchun Ren Jinchang Dept.of Computer Science and Engineering,Northwestern Poly.Univ.Xi'an,710072;The Survey and View on Multi-sensor Image Fusion in Remote Sensing[A];[C];2004
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 MAO Shi yi ZHAO Wei (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Comments on Multisensor Image Fusion Techniques[J];Journal of Beijing University of Aeronautics and Astronautics;2002-05
2 Sun Hongyan;Mao Shiyi(Beijing University of Aeronautics and Astronautics,Dept.of Electronic Engineering);GENERALIZED ALGORITHM FOR HIERARCHICAL FUSION OF MULTISENSOR[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1996-01
3 Dong Xuanming\ Qiu Lihua\ Wang Zhanlin (Beijing University of Aeronautics and Astronautics,Dept.of Automatic Control);ON LINE CONDITION MONITORING AND FAULT DIAGNOSIS FOR HYDRAULIC PUMP BASED ON BP ALGORITHM[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-03
4 CUI Yan mei, NI Guo qiang, ZHONG Yan li, WANG Yi, NIU Yong sheng (Department of Optical Engineering, Beijing Institute of Technology, Beijing100081);Analysis and Evaluation of the Effect of Image Fusion Using Statistics Parameters[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-01
5 Jiang Xiaoyu Gao Zhiyun Zhou Liwei(Department of Optical Engineering,Beijing Institute of Technology,Beijing 100081));Multi-Sensor Image Fusion Based on False Color[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1997-05
6 Shi Tianyun;Wang Xinyi;Yuan Hongfang (School of Mechanical Engineering and Automation, Beijing institute of technolony Beijing 100081);A Study on the Condition Monitoring and Fault Diagnosis of a Flexible manufacturing Cell[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1998-05
7 Cheng Xianghong;Wan Dejun;Fang Jiancheng;A Rapid Initial Alignment Method of Marine Strapdown Inertial Navigation System on Moor Base[J];Ship Engineering;1997-06
8 Huang Ying Tao Yungang Zhou Jiemin Su Dengjun (The Department of Testing and Measurement Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016);Software Implementation of Multisensor Data Fusion System[J];JOURNAL OF TRANSDUCER TECHNOLOGY;1998-06
9 Wang Qi Nie Wei Zhang Zhaoli (Department of Automatic Test, Measurement and Control,HIT, Harbin 150001);Data Fusion and Intelligent Sensing System[J];JOURNAL OF TRANSDUCER TECHNOLOGY;1998-06
10 YANG Fang lin\+1, GUO Hong yang\+2, YANG Feng bao\+1 (1. Dept. of Electronic Engineering and Information Science, North China Institute of Technology, Taiyuan 030051, China; 2. Shanxi Audio Visual Education Department, Taiyuan 030001, China);Study of Evaluation Methods on Effect of Pixel-level Image Fusion[J];Journal of Test and Measurement Technology;2002-04
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 WANG Zai-fu1,JIN Xue-bo2,LIN Yue-song11.Research Department,Hangzhou Dianzi University,Hangzhou,310018 China2.College of Informatics and Electronics,Zhejiang Sci-Tech University,Hangzhou,310018 China3.Institute of Information and Control Engineering,Hangzhou Dianzi University,Hangzhou,310018 China;New Fusion Algorithm and Its Application in Estimation of Paper Basis Weight[J];Chinese Journal of Sensors and Actuators;2007-07
2 HU Sheng-wu①, ZHANG Juan-mei② , WANG Xin-zhou③, WANG Hong-tao①(①school of Geodesy and Geomatics, Henan Polytechnic University, Jiaozuo 454000,China; ②school of Mathematic and Information, Henan Polytechnic University,Jiaozuo 454000,China;③school of Geodesy and Geomatics,Wuhan University,Wuhan 430072,China);Basic framework of spatial data fusion[J];Science of Surveying and Mapping;2007-03
3 LIU Song-tao,YANG Shao-qing(Dept.of Information & Communication Engineering,Dalian Naval Academy,Dalian 116018,China);A review of target recognition and tracking algorithms based on image fusion[J];Electronics Optics & Control;2007-04
China Proceedings of conference Full-text Database 1 Hits
1 JIN Xue-bo~1 SkIN You-xian~2 1)College of Informatics and Electronics,Zhejiang Institute of Science and Technology,Hangzhou,310018 2)Institute of Modem Control Engineering,Zhejiang University,Hangzhou,310027;Distributed Uncorrelated Optimal Fusion Algorithm for Multisensor System[A];[C];2004
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