Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00157
Xiaomin Xie
This paper presents a novel hybrid framework derived from the least squares twin support vector machine (LSTSVM) and active contour model (ACM) for noisy image segmentation. It contains a two-stage process, where the concurrent self organizing maps (SOM) are firstly employed to approximate the image intensity distributions to establish the original training sets for the LSTSVM. The training sets are then updated by adding the global region intensity means during the curve evolution. Further, the discrimination functions of the LSTSVM are embedded into the energy function of the ACM to guide the curve movement. Besides, a variable regional coefficient is designed in the energy function to enhance the noise robustness. Experiment results demonstrate that our model holds higher segmentation accuracy and more noise robustness.
{"title":"Level Set Evolution with SOM-Based Least Squares Twin SVM for Noisy Image Segmentation","authors":"Xiaomin Xie","doi":"10.1109/IMCCC.2018.00157","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00157","url":null,"abstract":"This paper presents a novel hybrid framework derived from the least squares twin support vector machine (LSTSVM) and active contour model (ACM) for noisy image segmentation. It contains a two-stage process, where the concurrent self organizing maps (SOM) are firstly employed to approximate the image intensity distributions to establish the original training sets for the LSTSVM. The training sets are then updated by adding the global region intensity means during the curve evolution. Further, the discrimination functions of the LSTSVM are embedded into the energy function of the ACM to guide the curve movement. Besides, a variable regional coefficient is designed in the energy function to enhance the noise robustness. Experiment results demonstrate that our model holds higher segmentation accuracy and more noise robustness.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115231449","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00196
Liqun Wang, Zheng Zhang, Weichao Li, Guangwei Xie
Cyber defenses based on heterogeneous redundant techniques have been proposed as a way to make systems more resistant to attacks. These defense approaches depend on the heterogeneous resources within the system in order to make attacks more complicated. However, little work has been done on evaluating or measuring heterogeneity among systems. In this work, we first build the attack surface model of information system with dissimilar redundant architecture. The attack surface model helps us identify the special system resources applied to the attack instances on a tested. Based on the analysis results, we get the attack surface resources of instance object. For the sake of increasing the system security, we construct the more heterogeneous executive entities by the attack surface resources. When we evaluate the heterogeneity among them, we conclude that the attack surface model administers to improve system security and its security increases as the heterogeneity of its executive entities becomes larger.
{"title":"Research on Heterogeneity of Information System with Dissimilar Redundant Architecture Based on Attack Surface","authors":"Liqun Wang, Zheng Zhang, Weichao Li, Guangwei Xie","doi":"10.1109/IMCCC.2018.00196","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00196","url":null,"abstract":"Cyber defenses based on heterogeneous redundant techniques have been proposed as a way to make systems more resistant to attacks. These defense approaches depend on the heterogeneous resources within the system in order to make attacks more complicated. However, little work has been done on evaluating or measuring heterogeneity among systems. In this work, we first build the attack surface model of information system with dissimilar redundant architecture. The attack surface model helps us identify the special system resources applied to the attack instances on a tested. Based on the analysis results, we get the attack surface resources of instance object. For the sake of increasing the system security, we construct the more heterogeneous executive entities by the attack surface resources. When we evaluate the heterogeneity among them, we conclude that the attack surface model administers to improve system security and its security increases as the heterogeneity of its executive entities becomes larger.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"328 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123127440","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00102
Bofei Huang
This paper analyzes the moral challenges of battlefield robots and the safety risks of robots being destroyed or controlled. This paper suggests that a moral module should be added to the combat or killing of battlefield robots, and a moral framework based on the law of war and the rules of war is designed. The moral framework mainly consists of three kinds of control procedures, namely entity judgment, personnel judgement and behavior judgment, which enhances the moral control of battlefield robots.
{"title":"The Ethical Framework Design of Battlefield Robot","authors":"Bofei Huang","doi":"10.1109/IMCCC.2018.00102","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00102","url":null,"abstract":"This paper analyzes the moral challenges of battlefield robots and the safety risks of robots being destroyed or controlled. This paper suggests that a moral module should be added to the combat or killing of battlefield robots, and a moral framework based on the law of war and the rules of war is designed. The moral framework mainly consists of three kinds of control procedures, namely entity judgment, personnel judgement and behavior judgment, which enhances the moral control of battlefield robots.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117130449","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00017
Haihong Chen, F. Zheng, Yun Lv, Biao Hou, Ye Tian
In order to research the High Pressure Common— Rrail System(HPCRS) for a large power diesel engine. In this paper, based on establishing a physical and math model of the system, the control manner of Proportional oil-in Control for fuel pressure control has been discussed and framed; the structure of the fuel injection system which adapt to this control manner has been design. The real time control system of large power diesel engine simulation model has been established though the fuel system simulation software and Matlab/Simulink software; the effects of the structural parameters to common-rail pressure were simulated. Finally, the high pressure common—rail system for a large power diesel engine was designed. As the result, it is turned out that the common—rail fuel pressure controlled by the control manner of Proportional oil-in Control and the strategy of PID could be setup less than 0.42s and stabilize by the range of 3% under manifold enactment pressure and the consistency of injection meet the challenge.
{"title":"Design of High Pressure Common-Rail System for a Large Power Diesel Engine Based on Simulation","authors":"Haihong Chen, F. Zheng, Yun Lv, Biao Hou, Ye Tian","doi":"10.1109/IMCCC.2018.00017","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00017","url":null,"abstract":"In order to research the High Pressure Common— Rrail System(HPCRS) for a large power diesel engine. In this paper, based on establishing a physical and math model of the system, the control manner of Proportional oil-in Control for fuel pressure control has been discussed and framed; the structure of the fuel injection system which adapt to this control manner has been design. The real time control system of large power diesel engine simulation model has been established though the fuel system simulation software and Matlab/Simulink software; the effects of the structural parameters to common-rail pressure were simulated. Finally, the high pressure common—rail system for a large power diesel engine was designed. As the result, it is turned out that the common—rail fuel pressure controlled by the control manner of Proportional oil-in Control and the strategy of PID could be setup less than 0.42s and stabilize by the range of 3% under manifold enactment pressure and the consistency of injection meet the challenge.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127208031","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00364
Nanyang Liu, Yue Zhang, Zengping Chen
To realize real-timely detection of low altitude aircraft target, this paper introduces a parallel model based on multicore CPU aiming at pulse compression (PC). Eight cores are utilized to process parallel intensive task. The detailed implementation of pulse compression (PC) algorithm is introduced in this paper. The result indicates that this design meets the requirement of real-timely pulse compression with one echo sample.
{"title":"Implementation of Pulse Compression Algorithm Based on Multicore CPU","authors":"Nanyang Liu, Yue Zhang, Zengping Chen","doi":"10.1109/IMCCC.2018.00364","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00364","url":null,"abstract":"To realize real-timely detection of low altitude aircraft target, this paper introduces a parallel model based on multicore CPU aiming at pulse compression (PC). Eight cores are utilized to process parallel intensive task. The detailed implementation of pulse compression (PC) algorithm is introduced in this paper. The result indicates that this design meets the requirement of real-timely pulse compression with one echo sample.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"274 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127313221","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00015
Jiaxin Liu, Zhenchao Wei, Haiyan Sun, Mengtao Li
In order to improve the communication support capability of the telecommunication satellites in low altitude field, considering multi-agent system with high flexibility and wide reconnaissance as communication base station. A distributed control algorithm which combines artificial potential field with cluster movement based on sky-earth integration background is proposed in this paper. The motion model of air-launching multi-agent system is established based on artificial potential field between agents and targets. The fixed topology mode, distributed communication method together with virtual leader are used to control the movement direction of the cluster. The convergence conditions for the control system are discussed using Lyapunov stability. Simulations and experimental results illustrate the efficacy of the proposed method.
{"title":"Cooperative Guidance Technology for Multi-Agent System within Given Shape Target","authors":"Jiaxin Liu, Zhenchao Wei, Haiyan Sun, Mengtao Li","doi":"10.1109/IMCCC.2018.00015","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00015","url":null,"abstract":"In order to improve the communication support capability of the telecommunication satellites in low altitude field, considering multi-agent system with high flexibility and wide reconnaissance as communication base station. A distributed control algorithm which combines artificial potential field with cluster movement based on sky-earth integration background is proposed in this paper. The motion model of air-launching multi-agent system is established based on artificial potential field between agents and targets. The fixed topology mode, distributed communication method together with virtual leader are used to control the movement direction of the cluster. The convergence conditions for the control system are discussed using Lyapunov stability. Simulations and experimental results illustrate the efficacy of the proposed method.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"218 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127367081","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}
Pub Date : 2018-07-01DOI: 10.1109/imccc.2018.00171
Jing Zhang, Zuo Zhou, Xiao-Na Huang
State-space model is an efficient tool for describing multiple input multiple output system, but the parameters identification of state-space model is a complicated problem, because in many cases, the parameters and state variables are all unknown in the model. Aiming at the shortcomings of the traditional identification method, in this paper, combined the unknown parameters and state variables of the state space model into a new state variable, then the linear state space model equation can be transformed into a nonlinear equation, and extended Kalman filtering(EKF) algorithm is used to estimate the new state variables. In this way, we can implement double estimates of the unknown parameters and state variables. Doing simulation and analysis with Matlab, the results show that the method can realize parameter identification and state estimation of state-space model effectively, which has higher precision and accuracy.
{"title":"The Application of EKF in Parameter Identification of State-Space Model","authors":"Jing Zhang, Zuo Zhou, Xiao-Na Huang","doi":"10.1109/imccc.2018.00171","DOIUrl":"https://doi.org/10.1109/imccc.2018.00171","url":null,"abstract":"State-space model is an efficient tool for describing multiple input multiple output system, but the parameters identification of state-space model is a complicated problem, because in many cases, the parameters and state variables are all unknown in the model. Aiming at the shortcomings of the traditional identification method, in this paper, combined the unknown parameters and state variables of the state space model into a new state variable, then the linear state space model equation can be transformed into a nonlinear equation, and extended Kalman filtering(EKF) algorithm is used to estimate the new state variables. In this way, we can implement double estimates of the unknown parameters and state variables. Doing simulation and analysis with Matlab, the results show that the method can realize parameter identification and state estimation of state-space model effectively, which has higher precision and accuracy.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"2011 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127369522","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00380
Sheng Cao, Shucheng Wang
The strategic position of electronic warfare in modern warfare is constantly improving, and radar detection is the eye of modern information warfare and plays an important role in electronic warfare. This paper designs a new pulse radar sorting algorithm: a Density-Based Fuzzy C-Means Multi-Center Re-Clustering (DFCMRC) radar signal sorting algorithm. This algorithm combines the advantages of the DBSCAN density clustering algorithm and the fuzzy C-means (FCM) clustering algorithm. This paper also optimizes the structure of the DFCMRC algorithm? which changes the algorithm that randomly generated the initial center point to the CFSFDP algorithm. After comparison tests, the DFCMRC algorithm sorting result is better than the k-means algorithm, the DBSCAN algorithm and the FCM algorithm. Also, the membership degree description of DFCMRC is more reasonable than the FCM's. Accelerated optimized DFCMRC algorithm can reduce more than half iterations, which greatly shortens the algorithm calculation time.
{"title":"Density-Based Fuzzy C-Means Multi-Center Re-Clustering Radar Signal Sorting Algorithm","authors":"Sheng Cao, Shucheng Wang","doi":"10.1109/IMCCC.2018.00380","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00380","url":null,"abstract":"The strategic position of electronic warfare in modern warfare is constantly improving, and radar detection is the eye of modern information warfare and plays an important role in electronic warfare. This paper designs a new pulse radar sorting algorithm: a Density-Based Fuzzy C-Means Multi-Center Re-Clustering (DFCMRC) radar signal sorting algorithm. This algorithm combines the advantages of the DBSCAN density clustering algorithm and the fuzzy C-means (FCM) clustering algorithm. This paper also optimizes the structure of the DFCMRC algorithm? which changes the algorithm that randomly generated the initial center point to the CFSFDP algorithm. After comparison tests, the DFCMRC algorithm sorting result is better than the k-means algorithm, the DBSCAN algorithm and the FCM algorithm. Also, the membership degree description of DFCMRC is more reasonable than the FCM's. Accelerated optimized DFCMRC algorithm can reduce more than half iterations, which greatly shortens the algorithm calculation time.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125967415","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}
Pub Date : 2018-07-01DOI: 10.1109/imccc.2018.00129
Zhengbang Luo, Hui Zhao, Wang Li, Yongyan Yu, Yutong Xie
For the present stage of the project more practical application of 110kV Bo-shaped down lead cable arrangement, cable terminal different bending angle stress distribution was simulated based on finite element numerical simulation, and determine the impact of the bending angle on the uneven distribution of the terminal internal stress to provide reference for the determination of practical engineering cable terminal bending angle. The results showed that: Under the arrangement of 110kV Bo-shaped down lead cable, when the cable terminal bending angle of less than 5°, each layer of stress distribution is within the scope of its tensile strength, the safe and stable operation of the dry-type cable terminal can be ensured.
{"title":"Study on Stress Characteristics of Dry-Type Cable Termination Bending Operation","authors":"Zhengbang Luo, Hui Zhao, Wang Li, Yongyan Yu, Yutong Xie","doi":"10.1109/imccc.2018.00129","DOIUrl":"https://doi.org/10.1109/imccc.2018.00129","url":null,"abstract":"For the present stage of the project more practical application of 110kV Bo-shaped down lead cable arrangement, cable terminal different bending angle stress distribution was simulated based on finite element numerical simulation, and determine the impact of the bending angle on the uneven distribution of the terminal internal stress to provide reference for the determination of practical engineering cable terminal bending angle. The results showed that: Under the arrangement of 110kV Bo-shaped down lead cable, when the cable terminal bending angle of less than 5°, each layer of stress distribution is within the scope of its tensile strength, the safe and stable operation of the dry-type cable terminal can be ensured.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"110 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123336038","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}
Pub Date : 2018-07-01DOI: 10.1109/IMCCC.2018.00124
Rui Zhang, Lianlian Zeng, Feng Fang, Lijun Yang, Ming Li
Unexpected failure could be caused by single event of RAM of the 1553B bus chip, which affects spacecraft's stability on orbit. In this paper, the 1553B RT (remote terminal) chip RAM is divided into several segments and each segment has different failure detect strategy. Based on this, the application software can detect the faults and locate where it is, then through isolation or replacement of fault, it can be recovered from the fault. Through simulation and verification on platform of OBC (On Board Computer), the failure detects and recovery strategy described in this paper is effective and has much more advantage in time and accuracy than the traditional method depended on the ground telecommand.
{"title":"Fault Diagnosis and Recovery Method for RAM of Spacecraft 1553B Bus Remote Terminal","authors":"Rui Zhang, Lianlian Zeng, Feng Fang, Lijun Yang, Ming Li","doi":"10.1109/IMCCC.2018.00124","DOIUrl":"https://doi.org/10.1109/IMCCC.2018.00124","url":null,"abstract":"Unexpected failure could be caused by single event of RAM of the 1553B bus chip, which affects spacecraft's stability on orbit. In this paper, the 1553B RT (remote terminal) chip RAM is divided into several segments and each segment has different failure detect strategy. Based on this, the application software can detect the faults and locate where it is, then through isolation or replacement of fault, it can be recovered from the fault. Through simulation and verification on platform of OBC (On Board Computer), the failure detects and recovery strategy described in this paper is effective and has much more advantage in time and accuracy than the traditional method depended on the ground telecommand.","PeriodicalId":328754,"journal":{"name":"2018 Eighth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC)","volume":"125 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122483556","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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