Medical Image Retrieval and Classification is very important in Computer-Aided Diagnosis. Feature extraction is one of the most important techniques in content based image retrieval and classification. How to extract low-level features which reflect high-level semantics of an image is crucial for medical image retrieval and classification. In allusion to this issue, there proposed a method using edge density histogram to extract shape feature of medical images in this paper. Then Euclidean distance and Support Vector Machine (SVM) are used for medical image retrieval and classification. Results of experimentation showed that the proposed algorithm has been applied to medical image retrieval with promising effect.
{"title":"Medical Image Retrieval and Classification Based on Morphological Shape Feature","authors":"Liuliu Fu, Yi-fei Zhang","doi":"10.1109/ICINIS.2010.86","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.86","url":null,"abstract":"Medical Image Retrieval and Classification is very important in Computer-Aided Diagnosis. Feature extraction is one of the most important techniques in content based image retrieval and classification. How to extract low-level features which reflect high-level semantics of an image is crucial for medical image retrieval and classification. In allusion to this issue, there proposed a method using edge density histogram to extract shape feature of medical images in this paper. Then Euclidean distance and Support Vector Machine (SVM) are used for medical image retrieval and classification. Results of experimentation showed that the proposed algorithm has been applied to medical image retrieval with promising effect.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129195663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
H∞control problem of networked control systems with clock-driven sensor, actuator and event-driven actuator is studied. The sufficient condition of the existence of H∞ control law state feedback is derived through Lyapunov theory and linear matrix inequality. Design method is also presented. A simulation example shows the proposed approach is valid.
{"title":"Modeling and H-infinity Control for a Kind of Networked Control System with Short Time-Delay","authors":"Kexue Zhang, Jun Yao, Yan-feng Wang","doi":"10.1109/ICINIS.2010.184","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.184","url":null,"abstract":"H∞control problem of networked control systems with clock-driven sensor, actuator and event-driven actuator is studied. The sufficient condition of the existence of H∞ control law state feedback is derived through Lyapunov theory and linear matrix inequality. Design method is also presented. A simulation example shows the proposed approach is valid.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"77 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132603023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The Global Navigation Satellite System(GNSS) is a high precision navigation system based on satellite, which implements worldwide, all-weather, real-time, continuous navigation and position. It is very necessary to establish a rational and flexible simulation system of GNSS, which can help to analyse the characteristics of GNSS and research on technologies of the GNSS receiver, jamming and anti-jamming etc. A GNSS simulation model is presented, which adopts a time management strategy based on time step to complete simulation synchronization and implement the simulation of GNSS effectively.
{"title":"Research on GNSS Simulation System Based on Alterable Time Granularity","authors":"Ming-hao Tian, Fang Liu, Huabiao Dong, Yongxin Feng","doi":"10.1109/ICINIS.2010.149","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.149","url":null,"abstract":"The Global Navigation Satellite System(GNSS) is a high precision navigation system based on satellite, which implements worldwide, all-weather, real-time, continuous navigation and position. It is very necessary to establish a rational and flexible simulation system of GNSS, which can help to analyse the characteristics of GNSS and research on technologies of the GNSS receiver, jamming and anti-jamming etc. A GNSS simulation model is presented, which adopts a time management strategy based on time step to complete simulation synchronization and implement the simulation of GNSS effectively.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130451311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.
{"title":"Face Recognition Based on PCA and SVM Optimized by MEB","authors":"G. Wei, Zhao Hai, Mei Zhan, Lizhong Zhang","doi":"10.1109/ICINIS.2010.40","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.40","url":null,"abstract":"Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131022856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Satellite network is characterized by its time-varying topology. For the communication resources are scare and expensive, it is very important to detect the network fault in time. However the common fault detection methods used in terrestrial network are not suitable to satellite network. So in satellite network a efficient and lightweight fault detection method is put forward. When a satellite agent could respond to the network management instruction received from the management station. The traditional detection method was used through network management technique. If the satellite could not respond to the network management demand, the intra-domain cooperation or inter-domain cooperation would be activated. The suspectable fault of satellite could be tested through cooperation among the fault detection agents in satellites. The simulation results shows that in the circumstance of the low faulty frequency, the new method could be effectively used in satellite network with short cooperative time and low throughput.
{"title":"A Satellite Network Fault Detection Method","authors":"Wenbo Zhang, Qian Dong","doi":"10.1109/ICINIS.2010.74","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.74","url":null,"abstract":"Satellite network is characterized by its time-varying topology. For the communication resources are scare and expensive, it is very important to detect the network fault in time. However the common fault detection methods used in terrestrial network are not suitable to satellite network. So in satellite network a efficient and lightweight fault detection method is put forward. When a satellite agent could respond to the network management instruction received from the management station. The traditional detection method was used through network management technique. If the satellite could not respond to the network management demand, the intra-domain cooperation or inter-domain cooperation would be activated. The suspectable fault of satellite could be tested through cooperation among the fault detection agents in satellites. The simulation results shows that in the circumstance of the low faulty frequency, the new method could be effectively used in satellite network with short cooperative time and low throughput.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"423 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132687586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rock evaluation and return are important work of lunar exploration, they should be done by the lunar rover’s hardware and software. A series of algorithms related to rock segmentation, stereo matching and 3D reconstruction which are realized by stereo vision are described in this paper. The experiments based on real image show the validity of the algorithms.
{"title":"Rock Segmentation, Matching and 3D Reconstruction Based on Stereo Vision","authors":"Hongwei Gao, Bin Li, Yang Yu, Liang Chen","doi":"10.1109/ICINIS.2010.58","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.58","url":null,"abstract":"Rock evaluation and return are important work of lunar exploration, they should be done by the lunar rover’s hardware and software. A series of algorithms related to rock segmentation, stereo matching and 3D reconstruction which are realized by stereo vision are described in this paper. The experiments based on real image show the validity of the algorithms.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128104363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The state equation for induction motor in the two stationary coordinates was developed. A dynamic model of induction motor was established based on the graphical programming environment of Lab VIEW, The corrective and effectiveness of motor model based on Lab VIEW are verified with a simulation experiment. At the same time, the static model of induction motor was established to get the motor steady state performance.
{"title":"Simulation Model of Induction Motor Based on LabVIEW","authors":"Qianxiang Li, Jingtao Hu","doi":"10.1109/ICINIS.2010.47","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.47","url":null,"abstract":"The state equation for induction motor in the two stationary coordinates was developed. A dynamic model of induction motor was established based on the graphical programming environment of Lab VIEW, The corrective and effectiveness of motor model based on Lab VIEW are verified with a simulation experiment. At the same time, the static model of induction motor was established to get the motor steady state performance.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133357911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
It is evident that the 3G(3rd-generation) and B3G(Beyond Third Generation in mobile communication system) communication systems need higher wireless capacity. Multi-user detection(MUD) technique is one of the key techniques in Code Division Multiple-Access(CDMA) system. This technique can reduce the multiple access interference (MAI) and inter symbol interference (ISI) by using the structured information at the receiving end in the CDMA system, and it can also realize the information demodulation while there exist multi-user signals. This paper presents a new Multi-user detection technique, that is simulated annealing-genetic algorithm. This proposed algorithm applies simulated annealing (SA) to genetic algorithm (GA). First, the initial group is given, then the genetic algorithm is used to make the search gradually convergent to the feasible globally optimal solution or sub-optimal solution, then the simulated annealing is used to do the local optimization. Simulations show that the proposed multi-user detector is close to the optimal one and better than the conventional one in the performance of anti-MAI and anti-ISI.
{"title":"Simulated Annealing-Genetic Algorithm and Its Application in CDMA Multi-user Detection","authors":"Yue Zhou, Hong Wang, Yingzi Wei, Jing Wang","doi":"10.1109/ICINIS.2010.160","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.160","url":null,"abstract":"It is evident that the 3G(3rd-generation) and B3G(Beyond Third Generation in mobile communication system) communication systems need higher wireless capacity. Multi-user detection(MUD) technique is one of the key techniques in Code Division Multiple-Access(CDMA) system. This technique can reduce the multiple access interference (MAI) and inter symbol interference (ISI) by using the structured information at the receiving end in the CDMA system, and it can also realize the information demodulation while there exist multi-user signals. This paper presents a new Multi-user detection technique, that is simulated annealing-genetic algorithm. This proposed algorithm applies simulated annealing (SA) to genetic algorithm (GA). First, the initial group is given, then the genetic algorithm is used to make the search gradually convergent to the feasible globally optimal solution or sub-optimal solution, then the simulated annealing is used to do the local optimization. Simulations show that the proposed multi-user detector is close to the optimal one and better than the conventional one in the performance of anti-MAI and anti-ISI.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124101869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In product configuration of mass customization, sometimes it’s necessary to modify some dimensions of product modules, how to ravel the affection relation of modules’ dimension is the key of precision and efficiency of product configuration. In order to research parameter transfer path and build the parameter transfer method, variant parameters is classified and parameter association relations between parts are analyzed based on assembly connection in product. Parameter constraint relations also presented for variant design. Finally, parameter transfer model is put forward.
{"title":"Research on Dimension Parameter and Constraint Relations of Variant Product Based on Assembly Connection","authors":"Weiping Shao, Y. Hao, Pengfei Zeng, Chunyan Wang","doi":"10.1109/ICINIS.2010.34","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.34","url":null,"abstract":"In product configuration of mass customization, sometimes it’s necessary to modify some dimensions of product modules, how to ravel the affection relation of modules’ dimension is the key of precision and efficiency of product configuration. In order to research parameter transfer path and build the parameter transfer method, variant parameters is classified and parameter association relations between parts are analyzed based on assembly connection in product. Parameter constraint relations also presented for variant design. Finally, parameter transfer model is put forward.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127524308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Based on the analytical structure of a typical fuzzy controller with sum-product operators, gravity of center defuzzifier and single point output, the default of trapezoid membership function is analyzed in detail, and then a new kind of membership function called general linear membership function (abbr. GLMF) is designed in the paper. GLMF includes characters of triangle and trapezoid shaped membership function which are widely used in practical application. With the derivation of analytical structure of fuzzy controller with GLMF, It is proved that the fuzzy controller is the sum of a global two-dimensional multilevel relay and a local nonlinear PI or PD controller with nonlinear gain. Finally, a typical single inverted pendulum system is used in simulation to manifest the effectiveness of the design.
{"title":"Design and Analysis of a Typical Fuzzy Controller with General Linear Membership Function","authors":"Weihua Huang, Kang-ling Fang, Zheng Zhang","doi":"10.1109/ICINIS.2010.121","DOIUrl":"https://doi.org/10.1109/ICINIS.2010.121","url":null,"abstract":"Based on the analytical structure of a typical fuzzy controller with sum-product operators, gravity of center defuzzifier and single point output, the default of trapezoid membership function is analyzed in detail, and then a new kind of membership function called general linear membership function (abbr. GLMF) is designed in the paper. GLMF includes characters of triangle and trapezoid shaped membership function which are widely used in practical application. With the derivation of analytical structure of fuzzy controller with GLMF, It is proved that the fuzzy controller is the sum of a global two-dimensional multilevel relay and a local nonlinear PI or PD controller with nonlinear gain. Finally, a typical single inverted pendulum system is used in simulation to manifest the effectiveness of the design.","PeriodicalId":319379,"journal":{"name":"2010 Third International Conference on Intelligent Networks and Intelligent Systems","volume":"276 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125643037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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