Rapid technological advances and innovations in the area of autonomous systems push the researchers towards autonomous networked systems with emphasis on Wireless Sensor Networks (WSNs). In WSN event-driven applications, it is critical to report the detected events in the area, resulting in sudden bursts of traffic due to occurrence of spatially-correlated or multiple events, causing loss of data. Also, nodes have very limited power due to hardware constraints. Packet losses and retransmissions resulting from congestion, cost precious energy and shorten the lifetime of sensor nodes. Till now, in WSNs, Congestion control techniques are based on detection of congestion and recovery, but they cannot eliminate or prevent the occurrence of congestion. Collision is a symptom of congestion in the wireless channel and can result in a time-variant channel capacity. Therefore, this research focuses on an efficient medium access control (MAC) technique to coordinate the access of nodes to the shared medium without interference. It uses the queue buffer length of the sensor nodes to estimate the congestion and then dynamically disseminates the traffic along with classifying them into different priority classes to provide a congestion-free routing path to the destination with improved Quality of Service (QoS).
{"title":"A Novel, Dynamic Data Dissemination [D3] Technique for Congestion Avoidance/Control in High Speed Wireless Multimedia Sensor Networks","authors":"Uma Satyanarayana Visweswaraiya, K. Gurumurthy","doi":"10.1109/CIMSIM.2013.63","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.63","url":null,"abstract":"Rapid technological advances and innovations in the area of autonomous systems push the researchers towards autonomous networked systems with emphasis on Wireless Sensor Networks (WSNs). In WSN event-driven applications, it is critical to report the detected events in the area, resulting in sudden bursts of traffic due to occurrence of spatially-correlated or multiple events, causing loss of data. Also, nodes have very limited power due to hardware constraints. Packet losses and retransmissions resulting from congestion, cost precious energy and shorten the lifetime of sensor nodes. Till now, in WSNs, Congestion control techniques are based on detection of congestion and recovery, but they cannot eliminate or prevent the occurrence of congestion. Collision is a symptom of congestion in the wireless channel and can result in a time-variant channel capacity. Therefore, this research focuses on an efficient medium access control (MAC) technique to coordinate the access of nodes to the shared medium without interference. It uses the queue buffer length of the sensor nodes to estimate the congestion and then dynamically disseminates the traffic along with classifying them into different priority classes to provide a congestion-free routing path to the destination with improved Quality of Service (QoS).","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122288373","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}
K. Santhanam, S. Sekaran, Sriram Vaikundam, Anbu Mani Kumarasamy
The growing menace of fake or counterfeit currency is one of the biggest threat to any nations economy across the globe and to ameliorate this threat is a far cry, so through this paper titled DIGITIZED CURRENCY we provide an innovative method to identify the counterfeit currency, (i.e) it encompasses polarization concept, Image processing technique, and Holographic Detection methods to detect counterfeit currency based on the physical properties of the currency rather than the existing methodology that relay on its chemical property. This is achieved by providing mathematical model, experimental verification and Lab view based simulation and also through automation to enhance reliability and accuracy in a cheaper, efficient and dynamic way in detecting the counterfeit currency.
{"title":"Counterfeit Currency Detection Technique Using Image Processing, Polarization Principle and Holographic Technique","authors":"K. Santhanam, S. Sekaran, Sriram Vaikundam, Anbu Mani Kumarasamy","doi":"10.1109/CIMSIM.2013.44","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.44","url":null,"abstract":"The growing menace of fake or counterfeit currency is one of the biggest threat to any nations economy across the globe and to ameliorate this threat is a far cry, so through this paper titled DIGITIZED CURRENCY we provide an innovative method to identify the counterfeit currency, (i.e) it encompasses polarization concept, Image processing technique, and Holographic Detection methods to detect counterfeit currency based on the physical properties of the currency rather than the existing methodology that relay on its chemical property. This is achieved by providing mathematical model, experimental verification and Lab view based simulation and also through automation to enhance reliability and accuracy in a cheaper, efficient and dynamic way in detecting the counterfeit currency.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"10 15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129083738","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}
M. Ibrahim, Siti Noormaya Bilmas, Abuagla Babiker, M. Idroas
Second language acquisition is important for culture exchange, business, and politics. Arabic language is a Semitic language that used in twenty Middle East countries as an official language of hundreds of millions of people and considered as the religious language for all Muslims of various ethical and cultural backgrounds. Although there is much care of Arabic language traditionally, a lot of dictionaries and linguistics books in paper format and electronic versions are produced. Surprisingly little has been done in the field of computerized language and lexical resources as complete and finalized products. Scholars and researchers in the field of teaching Arabic for non-native speakers are doing great efforts but there is a lack of well defined framework for teaching Arabic as second language electronically and online basis. Most of these works are either incomplete, non well-designed, or there is a drawback of the pedagogy or syllabus completeness and fitness. Therefore, an attractive system for teaching Arabic as second language has been proposed based on the online self-learning and self-assessment concepts. The objective is to cut out the distance, time and financial obstacles among the interested learners to ensure the easiness of learning Arabic language by designing simple and attractive systems.
{"title":"A Framework of an Online Self-Based Learning for Teaching Arabic as Second Language (TASL)","authors":"M. Ibrahim, Siti Noormaya Bilmas, Abuagla Babiker, M. Idroas","doi":"10.1109/CIMSIM.2013.48","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.48","url":null,"abstract":"Second language acquisition is important for culture exchange, business, and politics. Arabic language is a Semitic language that used in twenty Middle East countries as an official language of hundreds of millions of people and considered as the religious language for all Muslims of various ethical and cultural backgrounds. Although there is much care of Arabic language traditionally, a lot of dictionaries and linguistics books in paper format and electronic versions are produced. Surprisingly little has been done in the field of computerized language and lexical resources as complete and finalized products. Scholars and researchers in the field of teaching Arabic for non-native speakers are doing great efforts but there is a lack of well defined framework for teaching Arabic as second language electronically and online basis. Most of these works are either incomplete, non well-designed, or there is a drawback of the pedagogy or syllabus completeness and fitness. Therefore, an attractive system for teaching Arabic as second language has been proposed based on the online self-learning and self-assessment concepts. The objective is to cut out the distance, time and financial obstacles among the interested learners to ensure the easiness of learning Arabic language by designing simple and attractive systems.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126976016","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}
N. Madadi, A. H. Roudsari, K. Wong, Masoud Rahiminezhad Galankashi
One of the major factors influencing the success of organizations in today's competitive world is to increase customer satisfaction through the improvement of service quality. In any service organization, managers are mostly concerned about the time that customers are required to wait for receiving their service. Banks in particular pay special attention to service quality as the most significant core competence. The queue length and waiting time are two significant factors which play important roles in customer perception about the quality of service in banks. Therefore, banks' managers are concerned about providing the optimal service configuration that can satisfy both customers and service providers. Among different approaches which are useful to evaluate different alternatives, simulation has proven its high capability in modeling and evaluating such situations. This study attempts to investigate and suggest the best possible configuration for a bank in Malaysia through constructing computer -- based simulation models. As the result of this study, the final suggested configuration shows improvement in terms of average utilization rate of counters and average waiting time that customers have to spend in the queue.
{"title":"Modeling and Simulation of a Bank Queuing System","authors":"N. Madadi, A. H. Roudsari, K. Wong, Masoud Rahiminezhad Galankashi","doi":"10.1109/CIMSIM.2013.41","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.41","url":null,"abstract":"One of the major factors influencing the success of organizations in today's competitive world is to increase customer satisfaction through the improvement of service quality. In any service organization, managers are mostly concerned about the time that customers are required to wait for receiving their service. Banks in particular pay special attention to service quality as the most significant core competence. The queue length and waiting time are two significant factors which play important roles in customer perception about the quality of service in banks. Therefore, banks' managers are concerned about providing the optimal service configuration that can satisfy both customers and service providers. Among different approaches which are useful to evaluate different alternatives, simulation has proven its high capability in modeling and evaluating such situations. This study attempts to investigate and suggest the best possible configuration for a bank in Malaysia through constructing computer -- based simulation models. As the result of this study, the final suggested configuration shows improvement in terms of average utilization rate of counters and average waiting time that customers have to spend in the queue.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123994959","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}
Amjad Elshenawy, Ahmed Adoha, Benjamin Desmarquet, Djafar Dahman
Engine Management System (EMS) is one of the most important and complex control systems in motor vehicles. The complexity of EMS strategies has recently increased even more in order to satisfy the more strict emissions legislations and safety standards. In order to cope with this challenge, Model Based Design is adopted. In this paper a"EnvSima" is proposed and developed as a framework for simulating and verifying Engine Management Systems strategies using Model Based Design under Simulink environment. EnvSim addresses several challenges of simulating and verifying EMS strategies, namely, creating engine specific ECU events, verifying the control strategy using realistic test data and satisfying the recommendations of the safety standard ISO26262. The application of EnvSim on a case study is presented and results are discussed, showing the effectiveness of the proposed framework.
{"title":"EnvSim: A Novel Framework for Verifying Engine Management System Strategies under Simulink Environment","authors":"Amjad Elshenawy, Ahmed Adoha, Benjamin Desmarquet, Djafar Dahman","doi":"10.1109/CIMSIM.2013.36","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.36","url":null,"abstract":"Engine Management System (EMS) is one of the most important and complex control systems in motor vehicles. The complexity of EMS strategies has recently increased even more in order to satisfy the more strict emissions legislations and safety standards. In order to cope with this challenge, Model Based Design is adopted. In this paper a\"EnvSima\" is proposed and developed as a framework for simulating and verifying Engine Management Systems strategies using Model Based Design under Simulink environment. EnvSim addresses several challenges of simulating and verifying EMS strategies, namely, creating engine specific ECU events, verifying the control strategy using realistic test data and satisfying the recommendations of the safety standard ISO26262. The application of EnvSim on a case study is presented and results are discussed, showing the effectiveness of the proposed framework.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127427749","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}
This paper deals with the added value provided by Semantic Technologies in cloud environments. In these contexts, semantics are not understood as a massive technology but as a resource in order to improve cloud platforms' capabilities in terms of interoperability, knowledge building/representation and management. The proposed approach aims at the extension of the common middleware functional layer in complex architectures through semantics. This added capability should enable (active and passive) heterogeneous resources to work together as in a unique ecosystem, as well as supporting innovative interaction models involving these resources. The ideal application could be the Smart City.
{"title":"Bringing Semantic Resources Together in the Cloud: From Theory to Application","authors":"S. F. Pileggi, J. Calvo-Gallego, R. Amor","doi":"10.1109/CIMSIM.2013.26","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.26","url":null,"abstract":"This paper deals with the added value provided by Semantic Technologies in cloud environments. In these contexts, semantics are not understood as a massive technology but as a resource in order to improve cloud platforms' capabilities in terms of interoperability, knowledge building/representation and management. The proposed approach aims at the extension of the common middleware functional layer in complex architectures through semantics. This added capability should enable (active and passive) heterogeneous resources to work together as in a unique ecosystem, as well as supporting innovative interaction models involving these resources. The ideal application could be the Smart City.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"257 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114390047","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}
This paper presents a unified architecture for a dual field Elliptical curve cryptographic (ECC) Processor that can support the operations of both fields, Galois field GF(P) and GF(2m). In this work ECC performance is increased by proper selection of coordinates and arithmetic unit. ECC Arithmetic unit provides the function of Dual field multiplication and addition. Using Elliptical curve cryptography (ECC) key exchange algorithm, two symmetric keys are generated, which can be applied to any symmetric encryption algorithm like AES. Then, the encrypted plaintext is decrypted to get the original plaintext. Simulation is done using Xilinx 13.4 ISE simulator. The proposed Dual field ECC processor design shows that it can reach up to 124.347 MHz, consumes 1.091W power and Occupies 3,066 slices, which is implemented on Xilinx 13.4 Virtex 5 FPGA(Field Programmable Gate array) as a target device.
{"title":"A Unified Architecture for a Dual Field ECC Processor Applicable to AES","authors":"Shylashree Nagaraja, V. Sridhar","doi":"10.1109/CIMSIM.2013.58","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.58","url":null,"abstract":"This paper presents a unified architecture for a dual field Elliptical curve cryptographic (ECC) Processor that can support the operations of both fields, Galois field GF(P) and GF(2m). In this work ECC performance is increased by proper selection of coordinates and arithmetic unit. ECC Arithmetic unit provides the function of Dual field multiplication and addition. Using Elliptical curve cryptography (ECC) key exchange algorithm, two symmetric keys are generated, which can be applied to any symmetric encryption algorithm like AES. Then, the encrypted plaintext is decrypted to get the original plaintext. Simulation is done using Xilinx 13.4 ISE simulator. The proposed Dual field ECC processor design shows that it can reach up to 124.347 MHz, consumes 1.091W power and Occupies 3,066 slices, which is implemented on Xilinx 13.4 Virtex 5 FPGA(Field Programmable Gate array) as a target device.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114674234","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}
Tasnuva Tabashhum Choudhury, M. Rahman, A. Khorshidtalab, Md. Raisuddin Khan
Mimicking human arm motion has become a challenging topic for the researchers among the field of Human rehabilitation, motor control and perception, biomechanics, and several other related research topics. Considering human-robot cooperation, this paper is focused on modeling human arm while performing planner motion. In this work human arm is assumed as a mass-spring-damper system and based on this assumption the related mathematical model is developed. The desired movement in this study is one of the daily activities with obstacle. Mathematical model is developed with the help of the robotic principle, mechanical system analysis method, and also with the help of biological data. The kinematic and dynamic data is then analyzed. In this work kinematic data are taken from the ShapTape® device. The different components of the position, velocity and acceleration are compared. Besides, the analysis of the simulated torques is done. MATLAB is used for the simulation. These observations are expected to give several ideas for designing a controller for upper limb exoskeleton for rehabilitation purposes.
{"title":"Modeling of Human Arm Movement: A Study on Daily Movement","authors":"Tasnuva Tabashhum Choudhury, M. Rahman, A. Khorshidtalab, Md. Raisuddin Khan","doi":"10.1109/CIMSIM.2013.19","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.19","url":null,"abstract":"Mimicking human arm motion has become a challenging topic for the researchers among the field of Human rehabilitation, motor control and perception, biomechanics, and several other related research topics. Considering human-robot cooperation, this paper is focused on modeling human arm while performing planner motion. In this work human arm is assumed as a mass-spring-damper system and based on this assumption the related mathematical model is developed. The desired movement in this study is one of the daily activities with obstacle. Mathematical model is developed with the help of the robotic principle, mechanical system analysis method, and also with the help of biological data. The kinematic and dynamic data is then analyzed. In this work kinematic data are taken from the ShapTape® device. The different components of the position, velocity and acceleration are compared. Besides, the analysis of the simulated torques is done. MATLAB is used for the simulation. These observations are expected to give several ideas for designing a controller for upper limb exoskeleton for rehabilitation purposes.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116326405","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}
Skeletonization, or automatic skeleton extraction, is a technology in 3DCG which automatically extract skeletons (i.e. bones, joints and their hierarchical structures) from 3D models. Such skeletons are important shape and pose descriptors for object representation, object recognition etc. Some existing skeletonization methods have difficulties in correctly extracting the position of joints. Some other methods are able to extract joints correctly to some extent, but controlling the number of bones and joints in their structure is not allowed. Therefore applying motion data acquired from motion capture devices to 3D models still involves a lot of manual work. In this paper, we propose a novel animation skeletonization method suited for CG animation based on Gauss sphere representation. By applying vertex Gauss sphere representation first and then applying template matching approach regardless of the object's shape, the proposed method is able to extract the same numbers of joints or bones in the same structure as in given motion data, i.e. one can directly apply existing motion data without the need of manual adjustment. Experimental results showed that the proposed method achieves 90% accuracy of pose estimation and 73% accuracy of joint estimation.
{"title":"Automatic Animation Skeleton Extraction Method Based on Vertex Gauss Sphere Representation","authors":"T. Aoki, Vicky Sintunata","doi":"10.1109/CIMSIM.2013.21","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.21","url":null,"abstract":"Skeletonization, or automatic skeleton extraction, is a technology in 3DCG which automatically extract skeletons (i.e. bones, joints and their hierarchical structures) from 3D models. Such skeletons are important shape and pose descriptors for object representation, object recognition etc. Some existing skeletonization methods have difficulties in correctly extracting the position of joints. Some other methods are able to extract joints correctly to some extent, but controlling the number of bones and joints in their structure is not allowed. Therefore applying motion data acquired from motion capture devices to 3D models still involves a lot of manual work. In this paper, we propose a novel animation skeletonization method suited for CG animation based on Gauss sphere representation. By applying vertex Gauss sphere representation first and then applying template matching approach regardless of the object's shape, the proposed method is able to extract the same numbers of joints or bones in the same structure as in given motion data, i.e. one can directly apply existing motion data without the need of manual adjustment. Experimental results showed that the proposed method achieves 90% accuracy of pose estimation and 73% accuracy of joint estimation.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125075012","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}
This paper presents the non-parametric approach using Artificial Neural Network (ANN) in modelling and vibration control of a flexible beam structure. Elman Network structure has been selected to be used in dynamic modelling and system identification of the flexible beam. Several validation tests also have been carried out in order to measure the reliability of the nonparametric model developed. Later, the research presented the investigation of vibration suppression of the flexible beam structure using NARMA-L2 control strategy with non-collocated sensor-actuator placement. The investigation revealed the high capability of the proposed controller in the vibration suppression of the flexible beam structure.
{"title":"NARMA-L2 Vibration Controller for Flexible Structure with Non-collocated Sensor-Actuator","authors":"N. A. Jalil, I. Darus","doi":"10.1109/CIMSIM.2013.12","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.12","url":null,"abstract":"This paper presents the non-parametric approach using Artificial Neural Network (ANN) in modelling and vibration control of a flexible beam structure. Elman Network structure has been selected to be used in dynamic modelling and system identification of the flexible beam. Several validation tests also have been carried out in order to measure the reliability of the nonparametric model developed. Later, the research presented the investigation of vibration suppression of the flexible beam structure using NARMA-L2 control strategy with non-collocated sensor-actuator placement. The investigation revealed the high capability of the proposed controller in the vibration suppression of the flexible beam structure.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129710458","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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