{"title":"Fuzzy predictive control based on Takagi-Sugeno model for nonlinear systems","authors":"Latifa Dalhoumi, M. Djemel, M. Chtourou","doi":"10.1109/SSD.2010.5585552","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585552","url":null,"abstract":"In this paper, a method of designing a nonlinear predictive controller based on a fuzzy model of the system is presented. The Takagi-Sugeno fuzzy model is used as a powerful structure for representing nonlinear dynamic systems. So, the strategy of the fuzzy predictive control based on a fuzzy Takagi-Sugeno model is applied to the control of a chemical reactor. Indeed, the work is consists to develop, in a first step, a fuzzy model from a merger of a number of local models obtained by the principle of linearization around an operating point, or by learning through the gradient algorithm. In a second stage and basis on local models already developed, a fuzzy predictive control is synthesized with different approaches. The principal aim is to apply local generalized predictive control.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128477705","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}
{"title":"An eigen value based watermarking scheme for tamper detection in gray level images","authors":"H. Amira, Rhouma Rhouma, S. Belghith","doi":"10.1109/SSD.2010.5585576","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585576","url":null,"abstract":"Fragile watermarking is used to determine if a digital content has been tampered, and localize tampered regions without referring to the original content. In this paper, we present a novel fragile watermarking technique for tamper detection in gray level images. The proposed method is efficient for simple and intelligent attacks such as collage attack and Vector quantization attack. The embedding process of the watermark starts from computing the Eigen values of the chaotically mixed image and that stands for the watermark, followed by inserting it into the LSBs chosen using the logistic map. The chaotic map is used to improve the security of our algorithm and to contribute with the Eigen values computation by making the watermark as unique as possible in order to face off intelligent attacks. Simulation results show that the presented method is fast, secure and performant in detecting and localising tamper.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129059698","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}
{"title":"Composite control of a delayed singularly perturbed system by using Lambert-W function","authors":"N. Abdelkrim, A. Tellili, M. Abdelkrim","doi":"10.1109/SSD.2010.5585577","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585577","url":null,"abstract":"The composite state feedback control designed for singularly perturbed system SPS with small time-delay by using Lambert-W function is proposed in this paper. Based on the delayed slow subsystem (SS) and fast subsystems (FS) decomposition, we design a composite sate-feedback control. So the gain of delayed SS will be designed by using Lambert-W function and the gain of FS will be designed on the basis of classical pole placement method, and the two gains will be regrouped in global gain to design the delayed SPS. A numerical example is presented to illustrate the effectiveness of the proposed design approach.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126604937","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}
{"title":"A hybrid evolutionary design of neuro-fuzzy systems","authors":"R. El hamdi, M. Njah, M. Chtourou","doi":"10.1109/SSD.2010.5585517","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585517","url":null,"abstract":"In this paper, a hybrid evolutionary approach, combining the theory of learning automata (LA) and the steady-state genetic algorithm (SSGA), is proposed for design of TSK-type fuzzy model (TFM). In the proposed memetic approach, both the number of fuzzy rules and adjustable parameters in the TFM are designed concurrently.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126358754","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}
{"title":"Torque and speed estimators to be implemented in a control strategy dedicated to TSTPI-fed BDCM drives","authors":"A. Ben Rhouma, A. Masmoudi","doi":"10.1109/SSD.2010.5585582","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585582","url":null,"abstract":"Major improvements of the cost-effectiveness and of the reliability of electric machine drives could be gained through the integration of reduced structure inverters. Within this approach, the three-switch three-phase delta-shaped inverter (TSTPI) turns to be an interesting candidate. In a previous work, we have found that high performance of the TSTPI fed brushless DC motor drive could be gained following the implementation of a dedicated control strategy including a torque loop in order to reduce torque ripple during sequence-to-sequence commutations. Therefore, beyond the speed, the electromagnetic torque estimation turns to be a necessity. The paper proposes BDCM speed and torque estimators which are developed taking into account the waveforms of the phase back-EMFs and the outputs of six-pulse encoder associated to the motor.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"321 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114091434","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}
Ibrahim M. Al-Adwan, O. Badran, Mohammad Al khawaldah
{"title":"Theoretical study on torque ripples generation in Permanent Magnet Synchronous Machines","authors":"Ibrahim M. Al-Adwan, O. Badran, Mohammad Al khawaldah","doi":"10.1109/SSD.2010.5585501","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585501","url":null,"abstract":"In this study a new method used to minimize the torque ripples generated in Permanent Magnet Synchronous Machines (PMSM). The Iterative Learning Control (ILC) method is adopted for the minimization of torque ripples for a vector controlled surface-mounted PMSM. The ILC is a new technique used to compensate torque and speed ripples for PMSM drives. The novelty of the research presented in this paper is that the PMSM is modeled by the time-stepping finite element method (FEM), which proved to provide high accuracy. The results of the new technique are found to be very promising.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114160395","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}
Hamed Emam, Y. Hamam, É. Monacelli, Karim D Djouani
{"title":"Power wheelchair driver behaviour modelling","authors":"Hamed Emam, Y. Hamam, É. Monacelli, Karim D Djouani","doi":"10.1109/SSD.2010.5585578","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585578","url":null,"abstract":"Assisting persons in their vehicle driving task is essential for drivers comfort and security. Vehicle Driver behaviour modelling is of main interest in order to provide assistive control. Many research teams have addressed this question. This is even more important in the case of handicapped persons. However, work in this domain is very scarce. The diversity of handicap situations renders the assistive vehicle control essential and needs more accurate modelling. In spite of their difficulties wheelchair control is not adapted to the individual need of handicapped persons. In this paper a model is proposed to account for wheelchairs driver behaviour. This model is then tested on a wheelchair dynamic model. This model is intended to help analysing the driver's capacity as well as for the development of personalised wheelchair controllers that take into account the driver's handicap situation.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133546176","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}
Mohammad Hammoudeh, O. Aldabbas, S. Mount, Saeed Abuzour, M. Alfawair, S. Alratrout
{"title":"Algorithmic construction of optimal and load balanced clusters in Wireless Sensor Networks","authors":"Mohammad Hammoudeh, O. Aldabbas, S. Mount, Saeed Abuzour, M. Alfawair, S. Alratrout","doi":"10.1109/SSD.2010.5585512","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585512","url":null,"abstract":"This paper proposes a clustering algorithm - Balanced Minimum Radius Clustering (BMRC) - for use in large scale, distributed Wireless Sensor Networks (WSN). Cluster balancing is an intractable problem to solve in a distributed manner, and distribution is important, by reason of both avoiding specialised node vulnerability and minimising message overhead. The BMRC algorithm described here distributes several of the cluster balancing functions to the cluster-heads. In proposing this algorithm, several tentative claims have been made for it, namely that it is suitable for arbitrary number of cluster heads; that it specifies a way to elect cluster heads and use them to create the local models; that it accomplishes optimal balanced clusters in distributed manner; that it is scalable and it uses the number-of-hops as a clustering parameter; that it is energy efficient. These claims were studied and verified by simulation.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"227 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114588552","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}
{"title":"A new algorithm for automatic extraction of GIS layers","authors":"M. Al-Zoubi","doi":"10.1109/SSD.2010.5585558","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585558","url":null,"abstract":"GIS layers have became an essential part of any GIS model today, and therefore, there is a need for developing automatic approaches to extract GIS layers from digital map images (scanned maps). This is due to the increasing number of digital maps and the advances in the functionality of modern Geographic Information Systems (GIS). In this paper, we propose a new approach that can be used to automatically extract GIS layers based on the HSI color model. The results are acceptable.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121882875","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}
{"title":"Mutual and external synchronization control of multi-robot systems","authors":"Y. Bouteraa, J. Ghommam, N. Derbel, G. Poisson","doi":"10.1109/SSD.2010.5585567","DOIUrl":"https://doi.org/10.1109/SSD.2010.5585567","url":null,"abstract":"In this article, we investigate the synchronization of robot manipulators group under coordinated and cooperative scheme. In cooperative schemes all agents were fully interconnected, such that all robots have a weight on the overall dynamics. In the coordinated schemes the leader robot or the master robot establishes the synchronized action of all the slave systems. Based on emergent consensus algorithm, the proposed controller works to position synchronization of multiple robot manipulators. The control strategy is to synchronize the angular position and the velocity of each robot in the system with respect to the common desired trajectory and the angular positions and velocities of other robots. Modeled by an undirected graph, the cooperative robots network only requires local neighbor-to-neighbor information exchange between manipulators and does not assume the existence of an explicit leader in the team. However the objective in coordinated scheme is to design interconnections and feedback controllers for the slaves, such that their positions and velocities synchronize to those of the leader robot. It is assumed that network robots have the same number of joints and any configuration made possible by one in the group can be completed by each robot in the cooperative system.","PeriodicalId":432382,"journal":{"name":"2010 7th International Multi- Conference on Systems, Signals and Devices","volume":"534 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125585034","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}