Pub Date : 2015-11-01DOI: 10.1109/ICICIP.2015.7388218
He Huang
The stochastic finite-time stability is studied in this paper for Markovian jumping neural networks with discrete and distributed delays. By defining a proper stochastic Lyapunov functional with mode-dependent Lyapunov matrices, a sufficient condition is derived such that the delayed Markovian jumping neural network under consideration is stochastically finite-time stable with respect to prescribed scalars. The stability criterion is delay- and mode-dependent, and can be readily checked by resorting to available algorithms. Two numerical examples are finally provided to show the application of the developed theory.
{"title":"Stochastic finite-time stability analysis of Markovian jumping neural networks with mixed time delays","authors":"He Huang","doi":"10.1109/ICICIP.2015.7388218","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388218","url":null,"abstract":"The stochastic finite-time stability is studied in this paper for Markovian jumping neural networks with discrete and distributed delays. By defining a proper stochastic Lyapunov functional with mode-dependent Lyapunov matrices, a sufficient condition is derived such that the delayed Markovian jumping neural network under consideration is stochastically finite-time stable with respect to prescribed scalars. The stability criterion is delay- and mode-dependent, and can be readily checked by resorting to available algorithms. Two numerical examples are finally provided to show the application of the developed theory.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115949695","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388227
Meng Liao
Urbanization is the universal law in the process of all countries' economic and social development, construction industry is an important material production sector of the national economy, so linkage studies of urbanization and construction industry have great significance for the healthy development of economic and social. The paper uses co integration test, Granger causality test to establish VAR model, and analysis the dynamic relationship between urbanization and the construction industry with impulse response function and variance decomposition to solve the problem of how to measure the correlation structure between urbanization and the construction industry. Research shows that there is only one co integration relationship between urbanization and the construction industry, the construction industry does Granger cause urbanization but urbanization does not Granger cause the construction industry, and construction industry increasingly promotes urbanization but the promoting function of urbanization on construction industry is not obvious, the construction industry can be explained by the fluctuation of urbanization but urbanization cannot explain the construction industry's fluctuations.
{"title":"Linkage studies of China's urbanization and construction industry","authors":"Meng Liao","doi":"10.1109/ICICIP.2015.7388227","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388227","url":null,"abstract":"Urbanization is the universal law in the process of all countries' economic and social development, construction industry is an important material production sector of the national economy, so linkage studies of urbanization and construction industry have great significance for the healthy development of economic and social. The paper uses co integration test, Granger causality test to establish VAR model, and analysis the dynamic relationship between urbanization and the construction industry with impulse response function and variance decomposition to solve the problem of how to measure the correlation structure between urbanization and the construction industry. Research shows that there is only one co integration relationship between urbanization and the construction industry, the construction industry does Granger cause urbanization but urbanization does not Granger cause the construction industry, and construction industry increasingly promotes urbanization but the promoting function of urbanization on construction industry is not obvious, the construction industry can be explained by the fluctuation of urbanization but urbanization cannot explain the construction industry's fluctuations.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"2011 15","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121007657","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388206
Zhenjie Yin, Bing Han, Siqi Xie
Grey correlation algorithm is getting more and more attention in the field of fault diagnosis, because of the high classification accuracy and small computation. Aiming at the deficiency of similarity and proximity, this paper raises an improved grey correlation algorithm with comprehensive estimation. The effectiveness of the improved algorithm is proved by test and it is applied in the fault diagnosis and prediction of diesel engine.
{"title":"An improved grey correlation algorithm and its application for diesel fault prediction","authors":"Zhenjie Yin, Bing Han, Siqi Xie","doi":"10.1109/ICICIP.2015.7388206","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388206","url":null,"abstract":"Grey correlation algorithm is getting more and more attention in the field of fault diagnosis, because of the high classification accuracy and small computation. Aiming at the deficiency of similarity and proximity, this paper raises an improved grey correlation algorithm with comprehensive estimation. The effectiveness of the improved algorithm is proved by test and it is applied in the fault diagnosis and prediction of diesel engine.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115384338","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388180
Hong Wang, Xiaopan Zhang, Y. Gu, Longpeng Zhang, Jing Li
The accuracy of RSS fingerprint based indoor location algorithms in Wi-Fi environment depends on the density of sample points and the quality of AP radios. It has been observed that in a given area the accuracy can be improved by just using the RSS data from a sub set of whole APs. So the location algorithm based on AP reduction is studied in this paper, and 3 kinds of sample points clustering methods, which are spatial clustering, K-means clustering and Affinity Propagation Clustering, are tested to generate the appropriate area for each AP sub set. The results of experiments shows that the AP reduction algorithm can obviously reduce location error. At the same time, the algorithm's complexity gets reduced.
{"title":"Indoor Wi-Fi RSS-fingerprint location algorithm based on sample points clustering and AP reduction","authors":"Hong Wang, Xiaopan Zhang, Y. Gu, Longpeng Zhang, Jing Li","doi":"10.1109/ICICIP.2015.7388180","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388180","url":null,"abstract":"The accuracy of RSS fingerprint based indoor location algorithms in Wi-Fi environment depends on the density of sample points and the quality of AP radios. It has been observed that in a given area the accuracy can be improved by just using the RSS data from a sub set of whole APs. So the location algorithm based on AP reduction is studied in this paper, and 3 kinds of sample points clustering methods, which are spatial clustering, K-means clustering and Affinity Propagation Clustering, are tested to generate the appropriate area for each AP sub set. The results of experiments shows that the AP reduction algorithm can obviously reduce location error. At the same time, the algorithm's complexity gets reduced.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131404037","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388139
Man Wang, Boshan Chen
The problem of asymptotic stability analysis is investigated about a class of delayed neural networks with homogeneous right-hands sides. Under the assumption that the trivial solution of delay free system is asymptotically stable and the activation functions are homogeneous, it is proved that the zero solution of delayed neural network is asymptotically stable for arbitrary nonnegative delay. By constructing a Lyapunov function and employing the nature of homogenous function, a new delay-independent asymptotically stability condition of the neural network with delay is obtained. At the end of the article, an appropriate numerical example which can demonstrate the effectiveness of the main result will be given.
{"title":"Stability Analysis for a class of delayed neural networks with nonlinear homogeneous activation functions","authors":"Man Wang, Boshan Chen","doi":"10.1109/ICICIP.2015.7388139","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388139","url":null,"abstract":"The problem of asymptotic stability analysis is investigated about a class of delayed neural networks with homogeneous right-hands sides. Under the assumption that the trivial solution of delay free system is asymptotically stable and the activation functions are homogeneous, it is proved that the zero solution of delayed neural network is asymptotically stable for arbitrary nonnegative delay. By constructing a Lyapunov function and employing the nature of homogenous function, a new delay-independent asymptotically stability condition of the neural network with delay is obtained. At the end of the article, an appropriate numerical example which can demonstrate the effectiveness of the main result will be given.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132180892","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388175
Hua Yang, Jianguo Liu, Feng Jiang
Stability plays an important role in the practice. In this paper, exponential stability of nonlinear dynamic systems with delay is discussed. Some conditions which guarantee exponential stability of the nonlinear dynamic systems are given by by Hurwitz matrix theory. Finally, an example is given to illustrate the theoretical result.
{"title":"Exponential stability of nonlinear dynamic systems with delay","authors":"Hua Yang, Jianguo Liu, Feng Jiang","doi":"10.1109/ICICIP.2015.7388175","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388175","url":null,"abstract":"Stability plays an important role in the practice. In this paper, exponential stability of nonlinear dynamic systems with delay is discussed. Some conditions which guarantee exponential stability of the nonlinear dynamic systems are given by by Hurwitz matrix theory. Finally, an example is given to illustrate the theoretical result.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132505056","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388213
Wei Li, Nan Li, Zhengping Feng
The upgrade of control system for a remotely operated vehicle (ROV) is introduced. By applying only one computer for vehicle control, both reliability and the maintenance have been achieved. Moreover, future functional expansion has been made possible by adopting modular hardware. The control software, which is developed under the graphical user interface development environment of MATALB, provides both a user-friendly interface and real-time control capability by applying event-driven callbacks. Primary tests verify the effectiveness of the control system developed.
{"title":"Upgrade of control system for a remotely operated vehicle","authors":"Wei Li, Nan Li, Zhengping Feng","doi":"10.1109/ICICIP.2015.7388213","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388213","url":null,"abstract":"The upgrade of control system for a remotely operated vehicle (ROV) is introduced. By applying only one computer for vehicle control, both reliability and the maintenance have been achieved. Moreover, future functional expansion has been made possible by adopting modular hardware. The control software, which is developed under the graphical user interface development environment of MATALB, provides both a user-friendly interface and real-time control capability by applying event-driven callbacks. Primary tests verify the effectiveness of the control system developed.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117279760","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388147
Yongkang Rao, Hao Zeng, Xin Li, Ye Li
Based on a modified nonlinear dynamic ECG model, this paper presents an extended Kalman Rauch-Tung-Strebel (RTS) smoother to estimate the maternal ECG (MECG). The MECG is the predominant interference in the estimation of fetal heart rate (FHR) from abdominal ECG signals, by which, the obstetricians can determine whether the fetus is in a state of distress. For the presented smoother, an automatic parameter selection method is offered to estimate ECG signal model parameters from abdominal ECG signals themselves. Performance analysis based on both synthetic and realistic abdominal ECG signals demonstrates that the extended Kalman RTS smoother is more accurate than conventional extended Kalman filter and outperforms the other methods, such as wavelet denoising (WD) or blind source separation (BSS), due to its low computational complexity and simpler lead configuration. The presented extended Kalman RTS smoother could be applied to long-term at-home monitoring of fetal well-being.
{"title":"Estimate MECG from abdominal ECG signals using extended Kalman RTS smoother","authors":"Yongkang Rao, Hao Zeng, Xin Li, Ye Li","doi":"10.1109/ICICIP.2015.7388147","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388147","url":null,"abstract":"Based on a modified nonlinear dynamic ECG model, this paper presents an extended Kalman Rauch-Tung-Strebel (RTS) smoother to estimate the maternal ECG (MECG). The MECG is the predominant interference in the estimation of fetal heart rate (FHR) from abdominal ECG signals, by which, the obstetricians can determine whether the fetus is in a state of distress. For the presented smoother, an automatic parameter selection method is offered to estimate ECG signal model parameters from abdominal ECG signals themselves. Performance analysis based on both synthetic and realistic abdominal ECG signals demonstrates that the extended Kalman RTS smoother is more accurate than conventional extended Kalman filter and outperforms the other methods, such as wavelet denoising (WD) or blind source separation (BSS), due to its low computational complexity and simpler lead configuration. The presented extended Kalman RTS smoother could be applied to long-term at-home monitoring of fetal well-being.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133960394","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388174
Chuanxue Song, Shaokun Li, Shixin Song, F. Xiao, Jianhua Li
Direct yaw moment becomes an external input to in-wheel-motors (IWMs) electric vehicles (IEVs) besides steering angle usually as the only input to traditional vehicles. To improve the handling and stability of IEVs, a good knowledge of the effect brought by direct yaw moment is necessary. First, in this paper, reference model based on 2 DOF bicycle model is built for the control strategy. Second, vehicle model is built, and DYC based on sliding mode algorithm is proposed by using model based control method to evaluate the impact on the vehicle behavior. Then, simulations on different maneuvers are carried out and the values of vehicle states are compared especially in wheel steering angles and axle sideslip angles. Finally, conclusions are given.
{"title":"Study of direct yaw moment control for IEV to improve handling and stability control","authors":"Chuanxue Song, Shaokun Li, Shixin Song, F. Xiao, Jianhua Li","doi":"10.1109/ICICIP.2015.7388174","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388174","url":null,"abstract":"Direct yaw moment becomes an external input to in-wheel-motors (IWMs) electric vehicles (IEVs) besides steering angle usually as the only input to traditional vehicles. To improve the handling and stability of IEVs, a good knowledge of the effect brought by direct yaw moment is necessary. First, in this paper, reference model based on 2 DOF bicycle model is built for the control strategy. Second, vehicle model is built, and DYC based on sliding mode algorithm is proposed by using model based control method to evaluate the impact on the vehicle behavior. Then, simulations on different maneuvers are carried out and the values of vehicle states are compared especially in wheel steering angles and axle sideslip angles. Finally, conclusions are given.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133594396","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 : 2015-11-01DOI: 10.1109/ICICIP.2015.7388200
Jie Ying, Jinzhang Tian, Lei Lei
A new method of circular traffic light detection and recognition was proposed for the visually impaired person to help them cross the road. Similar circular and rectangular shapes detection combined with the intensity analysis was used to locate the candidate traffic lights. And traffic light color recognition was realized using color distributions of the light area in HSI color space and shape features of the lamp. Voice prompt was given after analyzing the recognition results of video sequences. Experimental results showed that the traffic light detection and recognition method has high recognition rate of 98%, and the frame processing speed was 0.09s, which met the real-time requirements.
{"title":"Traffic light detection based on similar shapes searching for visually impaired person","authors":"Jie Ying, Jinzhang Tian, Lei Lei","doi":"10.1109/ICICIP.2015.7388200","DOIUrl":"https://doi.org/10.1109/ICICIP.2015.7388200","url":null,"abstract":"A new method of circular traffic light detection and recognition was proposed for the visually impaired person to help them cross the road. Similar circular and rectangular shapes detection combined with the intensity analysis was used to locate the candidate traffic lights. And traffic light color recognition was realized using color distributions of the light area in HSI color space and shape features of the lamp. Voice prompt was given after analyzing the recognition results of video sequences. Experimental results showed that the traffic light detection and recognition method has high recognition rate of 98%, and the frame processing speed was 0.09s, which met the real-time requirements.","PeriodicalId":265426,"journal":{"name":"2015 Sixth International Conference on Intelligent Control and Information Processing (ICICIP)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121851032","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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