Pub Date : 2016-09-01DOI: 10.1109/IConAC.2016.7604946
A. Khalil, Salma Elkawafi, Anass Ibrahim Elgaiyar, Jihong Wang
In order to optimize the efficiency of renewable energy sources they are connected in a form of AC and DC Microgrids. Furthermore the increased number of DC loads has shifted the view to DC Microgrids. This paper presents the stability and maximum time delay calculation for a DC Microgrid implementing master-slave control strategy. The communication between the master and the slave is achieved through communication network which makes the DC Microgrid a time delay system. A stability criterion based on Lyapunov-Krasovskii functional and replacing the delay term by Newton-Leibnitz formula is used to derive a set of linear matrix inequalities. The binary iteration algorithm is used to solve the set of linear matrix inequalities and to calculate the maximum allowable delay bound. The effects of the voltage controller gains on the maximum allowable delay bound are also investigated. Further, the relation between the maximum allowable delay bound and the time delay variation rate is studied. The results are tested through simulation using Matlab/Simulink.
{"title":"Delay-dependent stability of DC Microgrid with time-varying delay","authors":"A. Khalil, Salma Elkawafi, Anass Ibrahim Elgaiyar, Jihong Wang","doi":"10.1109/IConAC.2016.7604946","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604946","url":null,"abstract":"In order to optimize the efficiency of renewable energy sources they are connected in a form of AC and DC Microgrids. Furthermore the increased number of DC loads has shifted the view to DC Microgrids. This paper presents the stability and maximum time delay calculation for a DC Microgrid implementing master-slave control strategy. The communication between the master and the slave is achieved through communication network which makes the DC Microgrid a time delay system. A stability criterion based on Lyapunov-Krasovskii functional and replacing the delay term by Newton-Leibnitz formula is used to derive a set of linear matrix inequalities. The binary iteration algorithm is used to solve the set of linear matrix inequalities and to calculate the maximum allowable delay bound. The effects of the voltage controller gains on the maximum allowable delay bound are also investigated. Further, the relation between the maximum allowable delay bound and the time delay variation rate is studied. The results are tested through simulation using Matlab/Simulink.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"367 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122921643","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604897
A. Mohammed, Qian Wang
The global demand of food may be doubled by 2050 making food supply chains as one of the largest sectors in economy. Thus, a robust design of a food supply chain network is essential for a success in a competitive market and this has been increasingly becoming one of major issues for decision makers in supply chain sectors. This article presents a multi-objective model for solving an issue of a three-echelon meat supply chain (MSC) design and its distribution problem. The objectives of the developed model are aimed at minimizing the total transportation cost and CO2 emissions, and maximizing the average delivery rate in satisfying product quantity as requested by abattoirs and retailers. Furthermore, the model is formulated in terms of a fuzzy multi-objective linear programming model (FMOLPM) to handle the uncertainties associated with costs and demands in product quantity within the considered MSC. To optimize the three objectives under varying conditions, two solution methods were investigated and used. These include the method of LP-metrics and the method of ε-constraint in order to compare the obtained Pareto solutions. The best solution was determined using the Max-Min method. Computational results demonstrate the effectiveness of the developed model that helps tackle a number of issues for a meat supply chain design.
{"title":"A fuzzy multi-objective approach for a meat supply chain design","authors":"A. Mohammed, Qian Wang","doi":"10.1109/IConAC.2016.7604897","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604897","url":null,"abstract":"The global demand of food may be doubled by 2050 making food supply chains as one of the largest sectors in economy. Thus, a robust design of a food supply chain network is essential for a success in a competitive market and this has been increasingly becoming one of major issues for decision makers in supply chain sectors. This article presents a multi-objective model for solving an issue of a three-echelon meat supply chain (MSC) design and its distribution problem. The objectives of the developed model are aimed at minimizing the total transportation cost and CO2 emissions, and maximizing the average delivery rate in satisfying product quantity as requested by abattoirs and retailers. Furthermore, the model is formulated in terms of a fuzzy multi-objective linear programming model (FMOLPM) to handle the uncertainties associated with costs and demands in product quantity within the considered MSC. To optimize the three objectives under varying conditions, two solution methods were investigated and used. These include the method of LP-metrics and the method of ε-constraint in order to compare the obtained Pareto solutions. The best solution was determined using the Max-Min method. Computational results demonstrate the effectiveness of the developed model that helps tackle a number of issues for a meat supply chain design.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"489 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122174318","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604965
Yan Wang, S. Cang, Hongnian Yu
Feature extraction is a critical stage in human activity recognition. The information carried in features directly affects the classification performance. This paper explores a new group of features for activity recognition, which have not been broadly applied in previous works in this field. The newly introduced features are related to the attitude of the on-body devices, being extracted from both time-domain and frequency-domain. Based on the collected data, we implemented certain standard data mining techniques, e.g., the Minimum-Redundancy-Maximum-Relevance (mRMR) algorithm for feature selection, and Support Vector Machine (SVM) for classification, to evaluate the performance of the hypothesis. The comparison studies suggest the augmented features perform better than the commonly used features, giving a higher recognition accuracy of 93.46%. Exploring new features without adding more sensors, while improving the accuracy significantly, enables an efficient extraction of features from limited availability of sensors.
{"title":"Realization of wearable sensors-based human activity recognition with an augmented feature group","authors":"Yan Wang, S. Cang, Hongnian Yu","doi":"10.1109/IConAC.2016.7604965","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604965","url":null,"abstract":"Feature extraction is a critical stage in human activity recognition. The information carried in features directly affects the classification performance. This paper explores a new group of features for activity recognition, which have not been broadly applied in previous works in this field. The newly introduced features are related to the attitude of the on-body devices, being extracted from both time-domain and frequency-domain. Based on the collected data, we implemented certain standard data mining techniques, e.g., the Minimum-Redundancy-Maximum-Relevance (mRMR) algorithm for feature selection, and Support Vector Machine (SVM) for classification, to evaluate the performance of the hypothesis. The comparison studies suggest the augmented features perform better than the commonly used features, giving a higher recognition accuracy of 93.46%. Exploring new features without adding more sensors, while improving the accuracy significantly, enables an efficient extraction of features from limited availability of sensors.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117250775","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604905
Yaowang Li, S. Miao, Xing Luo, Jihong Wang
To improve the wind power and photovoltaic power accommodation rate and reduce the power system operation costs, this paper considers thermal power units, price-based demand response (DR) and battery energy storage system (BESS) as scheduling resources and establishes an optimization scheduling model based on source, load and energy storage coordination. A two stages optimization method is proposed in order to minimize the system operational costs including thermal power units operation cost, wind power and photovoltaic power curtailment cost and price-based DR scheduling costs. The first stage optimization uses binary particle swarm optimization algorithm (BPSO) to minimize the sum of wind power and photovoltaic power curtailment cost and thermal power units start-up cost. Based on the optimization results at the first stage, the second stage optimization uses double layers' continuous particle swarm optimization (CPSO) algorithm to minimize the sum of price-based DR scheduling cost and fuel consumption cost. The simulation results verify the feasibility and effectiveness of this optimization scheduling model.
{"title":"Optimization scheduling model based on source-load-energy storage coordination in power systems","authors":"Yaowang Li, S. Miao, Xing Luo, Jihong Wang","doi":"10.1109/IConAC.2016.7604905","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604905","url":null,"abstract":"To improve the wind power and photovoltaic power accommodation rate and reduce the power system operation costs, this paper considers thermal power units, price-based demand response (DR) and battery energy storage system (BESS) as scheduling resources and establishes an optimization scheduling model based on source, load and energy storage coordination. A two stages optimization method is proposed in order to minimize the system operational costs including thermal power units operation cost, wind power and photovoltaic power curtailment cost and price-based DR scheduling costs. The first stage optimization uses binary particle swarm optimization algorithm (BPSO) to minimize the sum of wind power and photovoltaic power curtailment cost and thermal power units start-up cost. Based on the optimization results at the first stage, the second stage optimization uses double layers' continuous particle swarm optimization (CPSO) algorithm to minimize the sum of price-based DR scheduling cost and fuel consumption cost. The simulation results verify the feasibility and effectiveness of this optimization scheduling model.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129045761","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604969
Haoyuan Sun, Jian Sun, Jie Chen, Jun-Wei Jin
This paper is concerned with output feedback stabilization problem for a class of sampled-data systems under stochastic sampling. Different from the existing results, a systems matrix A whose eigenvalues contain zero is allowed. By combining the Kronecker product operation with the Vandermonde matrix, a sufficient condition is developed to guarantee the stochastic stability of the closed-loop system. Based on linear matrix inequality (LMI) and a cone complementarity linearization algorithm, a method of designing an observer-based output feedback controller for the system is given. Finally, a simulation example is given to show the effectiveness of the proposed method.
{"title":"Observer-based output feedback control of sampled-data system under stochastic sampling","authors":"Haoyuan Sun, Jian Sun, Jie Chen, Jun-Wei Jin","doi":"10.1109/IConAC.2016.7604969","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604969","url":null,"abstract":"This paper is concerned with output feedback stabilization problem for a class of sampled-data systems under stochastic sampling. Different from the existing results, a systems matrix A whose eigenvalues contain zero is allowed. By combining the Kronecker product operation with the Vandermonde matrix, a sufficient condition is developed to guarantee the stochastic stability of the closed-loop system. Based on linear matrix inequality (LMI) and a cone complementarity linearization algorithm, a method of designing an observer-based output feedback controller for the system is given. Finally, a simulation example is given to show the effectiveness of the proposed method.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121462682","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604915
D. Gu, Dejiang Zhao, Yindong Liu, Yanming Fu
This paper proposes a complete parametric approach for eigenstructure assignment in second-order system Mq̈+Dq̇+Kq=Cu using the displacement-plus-acceleration feedback controller. The expressions of closed-loop eigenvector matrix and feedback gains are in direct closed forms in terms of the closed-loop eigenvalues and a group parameter vectors, which represents the degree of design freedom. The main advantage of the proposed method is solved directly in matrix second-order framework, without transformation into the first-order form, and the numerical stability is better because it used only right coprime factorization and simple matrix transformation. The proposed algorithm is simple and does not contain `go back' procedures. Finally, computational results show its effect and simplicity.
{"title":"Complete parametric approach for eigenstructure assignment in second-order systems using displacement-plus-acceleration feedback","authors":"D. Gu, Dejiang Zhao, Yindong Liu, Yanming Fu","doi":"10.1109/IConAC.2016.7604915","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604915","url":null,"abstract":"This paper proposes a complete parametric approach for eigenstructure assignment in second-order system Mq̈+Dq̇+Kq=Cu using the displacement-plus-acceleration feedback controller. The expressions of closed-loop eigenvector matrix and feedback gains are in direct closed forms in terms of the closed-loop eigenvalues and a group parameter vectors, which represents the degree of design freedom. The main advantage of the proposed method is solved directly in matrix second-order framework, without transformation into the first-order form, and the numerical stability is better because it used only right coprime factorization and simple matrix transformation. The proposed algorithm is simple and does not contain `go back' procedures. Finally, computational results show its effect and simplicity.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132006030","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604966
Daoyi Wu
With the rapid development of IOT and artificial intelligence technologies, an intelligent washing machines will be able to have a sensitive induction, an intelligent control system and a natural interaction way. This paper presents an interface design strategy with better interface color screen sensory experience, fully touch-enabled interaction, mobile intelligent terminal system service and interface information logic to realize the micro-interaction between the end users and the user interface of intelligent washing machines. The paper concludes with the remarks on the development trend for futuristic smart home ecosystem.
{"title":"Research on the micro-interactive interface design of intelligent washing machines in IOT environment","authors":"Daoyi Wu","doi":"10.1109/IConAC.2016.7604966","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604966","url":null,"abstract":"With the rapid development of IOT and artificial intelligence technologies, an intelligent washing machines will be able to have a sensitive induction, an intelligent control system and a natural interaction way. This paper presents an interface design strategy with better interface color screen sensory experience, fully touch-enabled interaction, mobile intelligent terminal system service and interface information logic to realize the micro-interaction between the end users and the user interface of intelligent washing machines. The paper concludes with the remarks on the development trend for futuristic smart home ecosystem.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"199 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133791372","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604917
Liyi Yin, Chifu Yang, Changhong Gao, D. Cong, Junwei Han
The strong dynamic coupling exists in each channel of 6-DOF motion simulator. Aiming at this problem, singular value decomposition is used to transform coupling physical space to decoupling space of motion simulator. PID controller of decoupling space for each channel of motion simulator is designed, which realizes dynamic decoupling of motion simulator and optimal regulation of control parameter of each channel. The experiment results verify the effectiveness of the proposed dynamic decoupling control strategy.
{"title":"Dynamic decoupling control strategy for 6-DOF motion simulator based on singular value decomposition","authors":"Liyi Yin, Chifu Yang, Changhong Gao, D. Cong, Junwei Han","doi":"10.1109/IConAC.2016.7604917","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604917","url":null,"abstract":"The strong dynamic coupling exists in each channel of 6-DOF motion simulator. Aiming at this problem, singular value decomposition is used to transform coupling physical space to decoupling space of motion simulator. PID controller of decoupling space for each channel of motion simulator is designed, which realizes dynamic decoupling of motion simulator and optimal regulation of control parameter of each channel. The experiment results verify the effectiveness of the proposed dynamic decoupling control strategy.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115708564","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604964
Lei Chen, Jing Yu, A. Ditta, Chuangbai Xiao, Xueliang Li, Zhenli Wang
Accurate seismic data visualization is of paramount importance for seismic interpretation such that reservoir quality can be predicted precisely and oil or gas resources can be evaluated truthfully. For micro geological structure in seismic data, due to the variable geometric attribute, smaller size and significant role, seismic data visualization presents an intriguing problem. Existing approaches are limited to provide strong ability to visualize macro geological structure. Although some previous works can reveal micro geological structure to some extent in 3D, the contrast ratio is low and saw tooth still exists on dip horizon top. In this paper, we focus on the seismic data's coloring and tessellation. We discover that the contrast ratio is higher if the color component of the palette is filled exponentially. We further find that tessellate each seismic point according to its dip style can eliminate saw tooth on dip horizon top further. Based on these findings, we propose a novel method, referred to as a new seismic data visualization method, to visualize the seismic data in 3D. Experimental results based on real seismic data show that the proposed method presents high contrast ratio and the saw tooth on dip horizon top is eliminated more thoroughly.
{"title":"A new seismic data visualization method","authors":"Lei Chen, Jing Yu, A. Ditta, Chuangbai Xiao, Xueliang Li, Zhenli Wang","doi":"10.1109/IConAC.2016.7604964","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604964","url":null,"abstract":"Accurate seismic data visualization is of paramount importance for seismic interpretation such that reservoir quality can be predicted precisely and oil or gas resources can be evaluated truthfully. For micro geological structure in seismic data, due to the variable geometric attribute, smaller size and significant role, seismic data visualization presents an intriguing problem. Existing approaches are limited to provide strong ability to visualize macro geological structure. Although some previous works can reveal micro geological structure to some extent in 3D, the contrast ratio is low and saw tooth still exists on dip horizon top. In this paper, we focus on the seismic data's coloring and tessellation. We discover that the contrast ratio is higher if the color component of the palette is filled exponentially. We further find that tessellate each seismic point according to its dip style can eliminate saw tooth on dip horizon top further. Based on these findings, we propose a novel method, referred to as a new seismic data visualization method, to visualize the seismic data in 3D. Experimental results based on real seismic data show that the proposed method presents high contrast ratio and the saw tooth on dip horizon top is eliminated more thoroughly.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"330 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124657950","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 : 2016-09-01DOI: 10.1109/IConAC.2016.7604977
Muhammad Rehman Zafar, M. A. Shah
The smartphone market is growing rapidly and enriching our digital lives by instant of information sharing. As smartphone devices contain sensitive data of users, it is very essential to protect this information efficiently. To fulfill this, modern smartphones are adopting fingerprint scanners for biometric authentication. Fingerprint biometric authentication is simple and quick, however, it is vulnerable to attacks as hackers can steel fingerprint biometric data. Therefore, a consistent fingerprint biometric authentication mechanism is required to protect personal information of the user as well as biometrics data. In this paper, we will analyze different attacks and security risks associated with fingerprint authentication. Previously, there are eight levels of attacks studied to compromise biometric data. Here, we propose two additional levels of attacks to provide a more robust mechanism to deal with security vulnerabilities in future.
{"title":"Fingerprint authentication and security risks in smart devices","authors":"Muhammad Rehman Zafar, M. A. Shah","doi":"10.1109/IConAC.2016.7604977","DOIUrl":"https://doi.org/10.1109/IConAC.2016.7604977","url":null,"abstract":"The smartphone market is growing rapidly and enriching our digital lives by instant of information sharing. As smartphone devices contain sensitive data of users, it is very essential to protect this information efficiently. To fulfill this, modern smartphones are adopting fingerprint scanners for biometric authentication. Fingerprint biometric authentication is simple and quick, however, it is vulnerable to attacks as hackers can steel fingerprint biometric data. Therefore, a consistent fingerprint biometric authentication mechanism is required to protect personal information of the user as well as biometrics data. In this paper, we will analyze different attacks and security risks associated with fingerprint authentication. Previously, there are eight levels of attacks studied to compromise biometric data. Here, we propose two additional levels of attacks to provide a more robust mechanism to deal with security vulnerabilities in future.","PeriodicalId":375052,"journal":{"name":"2016 22nd International Conference on Automation and Computing (ICAC)","volume":"41 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120973796","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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