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Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)最新文献

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A new method for gyroscope fault diagnosis based on CGA RBFNN and multi-wavelet entropy 基于CGA RBFNN和多小波熵的陀螺仪故障诊断新方法
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885047
Y. Ji, P. He, Deyun Zhou, Jichuan Huang
{"title":"A new method for gyroscope fault diagnosis based on CGA RBFNN and multi-wavelet entropy","authors":"Y. Ji, P. He, Deyun Zhou, Jichuan Huang","doi":"10.1109/MEC.2013.6885047","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885047","url":null,"abstract":"An original method based on CGA (Genetic Algorithm based on Cloud-model) RBFNN (Radial Basis Function Neural Network) is proposed for the online fault diagnosis of gyroscope. Based on the information entropy and wavelet transform theory, wavelet energy entropy (WEE) and wavelet time entropy (WTE) are extracted to be the input of RBFNN. Besides, CGA is used to optimize the parameters of RBFNN. The simulation results show that this new method can reach an efficient search for global convergence, and prevent it from similar problem of partial efficiency in traditional genetic algorithm (TGA). After trained, the RBFNN can accomplish the online fault diagnosis of gyroscope accurately and quickly.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130940645","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}
引用次数: 2
Fast stitch algorithm on aerial images 航空图像的快速缝合算法
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885414
Xiangbin Shi, Xiaoshui Huang, Deyuan Zhang
{"title":"Fast stitch algorithm on aerial images","authors":"Xiangbin Shi, Xiaoshui Huang, Deyuan Zhang","doi":"10.1109/MEC.2013.6885414","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885414","url":null,"abstract":"Because of high resolution of the aerial images, the existing stitching algorithms' speed are too slow. In this paper, we propose a fast stitching algorithm. First, we build Gaussian pyramid and select the key pyramid image by image characteristic. Then, we extract feature points and use region removal algorithm to get the key feature matches of an image. Region removal algorithm selects key feature match in a circle region and removes the redundant quantity. It improves the efficiency of image stitching. Finally, we analyze the relationship between the total errors with iteration times of bundle adjustment, which shows that the errors decrease fast at the first 50 iterations. Experiments on two datasets show that, our algorithm improves both the speed and precision.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130459992","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}
引用次数: 4
Recognizing human actions based on gist descriptor and word phrase 基于主旨描述符和词短语的人类行为识别
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885227
Yangyang Wang, Yibo Li, X. Ji
{"title":"Recognizing human actions based on gist descriptor and word phrase","authors":"Yangyang Wang, Yibo Li, X. Ji","doi":"10.1109/MEC.2013.6885227","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885227","url":null,"abstract":"The precision of human action recognition mainly depends on the discrimination of action feature descriptors. The descriptors which contained both global and local information usually can be competent for classifying actions. A novel descriptor based on Gist descriptor and word phrase is proposed. Gist descriptor captures the structure information of action and its vectors imply the location relationship of local grids. According to the location which the Gist vectors attribute to, the features are divided into four segments, and word phrases are respectively constructed using bag of words method. By accumulating all the phrases, the final action descriptor is produced. Through SVM classifier our method obtains impressive results on KTH dataset.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128846269","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}
引用次数: 6
A new sliding mode control for PMSM systems of a two-axis turntable 两轴转台永磁同步电机系统的新型滑模控制
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885063
Hongcheng Ding, R. Lai, Xiaodong Yang, Zhen Chen
{"title":"A new sliding mode control for PMSM systems of a two-axis turntable","authors":"Hongcheng Ding, R. Lai, Xiaodong Yang, Zhen Chen","doi":"10.1109/MEC.2013.6885063","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885063","url":null,"abstract":"In two-axis turntable system, the friction torque, unbalance torque and other nonlinear disturbances influence the performance of permanent magnet synchronous motor control systems greatly. This paper presents a nonlinear integral sliding mode control method, which can avoid the problems of weak robustness and poor dynamic responses of two-axis turntable system. This approach performs better in tracking accuracy than the traditional sliding mode control and PID method in the permanent magnet synchronous motor control systems. The effectiveness and robustness of the proposed approach are reliable according to the experimental results from the two-axis turntable system.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125440105","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}
引用次数: 3
Design of signal-sharing for radar and communication 雷达与通信信号共享设计
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885258
Zhang Chao-zhu, Chen Qiang
{"title":"Design of signal-sharing for radar and communication","authors":"Zhang Chao-zhu, Chen Qiang","doi":"10.1109/MEC.2013.6885258","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885258","url":null,"abstract":"This paper firstly introduces the radar and communication integration system and discusses its working process based on linear frequency modulated (LFM) signal. Then some opportunities created by LFM signal for radar and communication at the same time are discussed to prove the feasibility of adopting a system for radar detection and communication data transmission. The simulation results show that the Chirp signals of opposite slopes can achieve the function of good data transmission and radar detection.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126714445","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}
引用次数: 2
Support interference corrections of a common research model with flying-wing configuration 支持一种常见的飞翼构型研究模型的干涉校正
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885503
Yonghong Li, J. Su, Yong Huang, Jixiang Shan
{"title":"Support interference corrections of a common research model with flying-wing configuration","authors":"Yonghong Li, J. Su, Yong Huang, Jixiang Shan","doi":"10.1109/MEC.2013.6885503","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885503","url":null,"abstract":"Since flying-wing configuration has excellent performance in aerodynamic, stealth capability and structure, it has become an ideal configuration of the future unmanned ah- vehicles. Compared with conventional airplane layout, the support interference effects and the local shape distortions are more obvious. Though the support effect is now accounted for in most wind tunnel procedures thanks to various correction methods, they call upon dedicated experiments which are expensive, complex and require the introduction of another support. Solving the steady Reynolds-Averaged Navier-Stokes equations for complex configuration has become routine task in research and it has occasionally been used to investigate model support effects. In this paper, the flow field and force disturbance caused by the support was calculated by comparing simulations with and without support for several angles of attack at Mach number equals 0.9. Meanwhile, and amounts and regulations of support interference effects on forces and moments for this flying-wing model were obtained.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"431 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123144987","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}
引用次数: 1
New outer bounds for wiretap channel with action-dependent states 具有动作依赖状态的监听通道的新外部边界
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885362
Xinxing Yin, Liang Pang, Zhi Xue
{"title":"New outer bounds for wiretap channel with action-dependent states","authors":"Xinxing Yin, Liang Pang, Zhi Xue","doi":"10.1109/MEC.2013.6885362","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885362","url":null,"abstract":"The action-dependent states (ADSs) in wiretap channel is revisited. The transmitter aims to convey a confidential message to the receiver and protect it from the wiretapper as possible as he can. Actions are taken by the transmitter to influence the channel state information. For such a channel, Dai et al. first got an outer bound on the capacity-equivocation region which contains all the achievable transmission rates. We find a new outer bound and prove it is better than Dai's in terms of approximating the maximum rate at which the confidential message can be transmitted in perfect secrecy. Furthermore, the new outer bound provides the engineer with a more precise target to achieve higher transmission rates in the capacity-equivocation region.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126685348","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}
引用次数: 0
A new over-sampling technique based on SVM for imbalanced diseases data 一种新的基于支持向量机的非平衡疾病数据过采样技术
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885254
Jinjin Wang, Yukai Yao, Hanhai Zhou, M. Leng, Xiaoyun Chen
{"title":"A new over-sampling technique based on SVM for imbalanced diseases data","authors":"Jinjin Wang, Yukai Yao, Hanhai Zhou, M. Leng, Xiaoyun Chen","doi":"10.1109/MEC.2013.6885254","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885254","url":null,"abstract":"In the real world, there are many kinds of diseases data, whose patients are composed of majority normal persons and only minority abnormal ones. Many researchers ignored these imbalance problems, so their learning models usually led to a bias in the majority normal class. To deal with this problem, a new over-sampling technique was proposed to over-sample the minority class to balance the data samples and improve Support Vector Machine(SVM) in imbalanced diseases data sets. For the minority class, a K-Nearest Neighbor(KNN) graph is built. Second, the proposed technique gets a Minimum Spanning Tree(MST) based on the graph. Third, the proposed technique generates synthetic samples by using SMOTE along the direct path in the tree. The performance of the proposed technique based on SVM is evaluated with several diseases data sets taken from the UCI machine learning repository, and the experiments show that the proposed technique based on SVM can improve the Sensitivity value and G-Mean value.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"2007 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114203750","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}
引用次数: 3
Effective complexity reduction in codebook search for ACELP? 有效降低ACELP码本搜索的复杂度?
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885203
Jin Jing, Zhang Tian-qi, Wan Yi-long, Deng Ling
{"title":"Effective complexity reduction in codebook search for ACELP?","authors":"Jin Jing, Zhang Tian-qi, Wan Yi-long, Deng Ling","doi":"10.1109/MEC.2013.6885203","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885203","url":null,"abstract":"Algebraic Code Excited Linear Prediction (ACELP) speech coding algorithm provides high speech quality, but it also has high complexity, so it is difficult to implement in real-time system, and the codebook search is the main operational load. This paper proposes an effective algorithm, first, the discontinuous pitch estimation is proposed in adaptive codebook search, the time decimation factor is used in different delays, and then a modified pulse-replacement search algorithm is proposed in stochastic codebook search, the position prediction technique and judging mechanism are used to control the number of codebook search. Finally, the improved algorithm is simulated in G.729A, the result show that the proposed algorithms not only acquire complexity reduction but also get a high speech quality.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116619326","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}
引用次数: 1
Stripe action: A novel technique for performing icons in multi-touch interfaces 条纹动作:在多点触控界面中执行图标的一种新技术
Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC) Pub Date : 2013-12-01 DOI: 10.1109/MEC.2013.6885261
Yamin Zuo, Jibin Yin, Hua Liu
{"title":"Stripe action: A novel technique for performing icons in multi-touch interfaces","authors":"Yamin Zuo, Jibin Yin, Hua Liu","doi":"10.1109/MEC.2013.6885261","DOIUrl":"https://doi.org/10.1109/MEC.2013.6885261","url":null,"abstract":"In this paper we present a novel technique called Stripe Action for performing icons in multi-touch interfaces. The technique has two operational modes: local and global modes which are used for dealing with single or multiple icons. We focus on addressing three fundamental operations: selection, zooming and rotation. Stripe Action can set up links among icons and endow the same attribute to each icon in the same group. We also design the Strip Menu that is employed to select operational manners. A user study is designed and conducted. The experimental results show that our proposed technique is efficient and provides easy and intuitive operational manners for users to perform icons.","PeriodicalId":196304,"journal":{"name":"Proceedings 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer (MEC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116629780","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}
引用次数: 0
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