{"title":"Modelling and Simulation for Optimal Control of Nonlinear Inverted Pendulum Dynamical System Using PID Controller and LQR","authors":"L. B. Prasad, B. Tyagi, H. Gupta","doi":"10.1109/AMS.2012.21","DOIUrl":"https://doi.org/10.1109/AMS.2012.21","url":null,"abstract":"This paper presents the modelling and simulation for optimal control design of nonlinear inverted pendulum-cart dynamic system using Proportional-Integral-Derivative (PID) controller and Linear Quadratic Regulator (LQR). LQR, an optimal control technique, and PID control method, both of which are generally used for control of the linear dynamical systems have been used in this paper to control the nonlinear dynamical system. The nonlinear system states are fed to LQR which is designed using linear state-space model. Inverted pendulum, a highly nonlinear unstable system is used as a benchmark for implementing the control methods. Here the control objective is to control the system such that the cart reaches at a desired position and the inverted pendulum stabilizes in upright position. The MATLAB-SIMULINK models have been developed for simulation of control schemes. The simulation results justify the comparative advantages of LQR control methods.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116223363","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":"Wireless Sensor Networks: Trends, Power Consumption and Simulators","authors":"K. Lahmar, Rym Chéour, M. Abid","doi":"10.1109/AMS.2012.50","DOIUrl":"https://doi.org/10.1109/AMS.2012.50","url":null,"abstract":"WSN technology involves a set of challenges ranging from determining resource characteristics of the wireless network, when and how to optimise energy and how much processing to do in each node, to principles for management of entire sensor networks and how the data produced by sensor networks can be managed, used and presented. A simulation environment seemed to be then essential, since the test of the hardware and software is hard and difficult. Beyond cost and time savings, the simulator offers the great opportunity to extend the potential and the features of WSN. As there are many simulators, we make an attempt in this paper to specify the important ones related to energy consumption. In fact, we discuss the performance, reliability and usefulness of each of them to better see the disadvantages of these simulators and their strong points to be able to develop a better model.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124984470","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":"H-infinity and Mixed H2/H-infinity with Pole-Placement Design via ILMI Method for Semi-active Suspension System","authors":"S. Badran, A. S. Emam","doi":"10.1109/AMS.2012.23","DOIUrl":"https://doi.org/10.1109/AMS.2012.23","url":null,"abstract":"This paper aims to use H<sub>∞</sub> and mixed H<sub>2</sub>/H<sub>∞</sub> techniques with a semi active suspension system to increase the passenger's ride comfort performance. A two degree of freedom dynamic model of a vehicle semi-active suspension system was presented. The role of H<sub>∞</sub> is used to minimize the disturbance effect on the system output whereas H<sub>2</sub> is used to improve the transients against random disturbances. The capability of the system of improving comfort of operators has been evaluated through simulations carried out with a validated model of the entire vehicle. The results of this study revealed that the use of mixed H<sub>2</sub>/H<sub>∞</sub> with pole placement for a semi-active suspension system showed a great improvement compared with H<sub>∞</sub> systems. In addition, the results of the simulation showed that ride comfortable of the vehicle can be improved effectively by using the semi-active suspension with mixed H<sub>2</sub>/H<sub>∞</sub> control method, and also the mixed H<sub>2</sub>/H<sub>∞</sub> control method more effective than the H<sub>∞</sub> control method. Finally, this paper showed a robust use of both H<sub>∞</sub> and mixed H<sub>2</sub>/H<sub>∞</sub> problem which can be solved using linear matrix inequality (LMI) techniques.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125215443","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":"FDTD Method for the Electromagnetic Transient Behavior of Carbon Fiber Reinforced Plastic","authors":"Nhât Nam Nguyên, S. Matsumoto","doi":"10.1109/AMS.2012.11","DOIUrl":"https://doi.org/10.1109/AMS.2012.11","url":null,"abstract":"In this research, Finite Difference Time Domain (FDTD) is applied using nonuniform grids and second ordered Liao's Absorbing Boundary Condition (ABC) for simulating the electromagnetic shielding effect of Carbon Fiber Reinforced Plastic (CFRP) panels. Besides, these panels are unidirectional laminates with an an isotropic conductivity model. The presence of very small or thin structures is taken into account in this scheme through a simple way. This improves the flexibility of FDTD method. Hence, simulation results are able to give a clear and accurate view of this dynamic phenomenon. Moreover, these achieved results prove that a coated paint on the surface of the CFRP panels can improve the shielding performance effectively.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130285245","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":"Cervix Detection Using Squared Error Subtraction","authors":"C. Pahl, E. Supriyanto, N. Mahmood, J. Yunus","doi":"10.1109/AMS.2012.56","DOIUrl":"https://doi.org/10.1109/AMS.2012.56","url":null,"abstract":"In order to reduce uncomfortable cervix screening either using Pap smear or transvaginal ultrasound scanning, an autonomous transabdominal ultrasound scanning is proposed. This requires an exact probe position and angulation to capture the cervix image. In this paper, we present a new method to detect cervix in the best position and angulation. More than 100 samples were processed and analyzed. Image enhancement of the ultrasound image data was performed before further processing and cervix detection. The best cervix ultrasound image was used as a reference template for analysis. The correlation between template and target image was compared using squared error subtraction of histograms. Test results show that taking a different rate threshold at 0.075, an accuracy of 100% for cervix identification is achieved. This method is very efficient since it uses a simple algorithm and requires low memory capacity. This technique will be powerful to be used for real time autonomous scanning of cervix for surgical monitoring or acceptable operator-independent cervix screening.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124339878","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":"The Propagation of Psychological Variables in Crowd: Simulation Results","authors":"A. Sadiyoko, R. Bambang, K. Mutijarsa","doi":"10.1109/AMS.2012.14","DOIUrl":"https://doi.org/10.1109/AMS.2012.14","url":null,"abstract":"Group behavior that appears in a massive crowd can result in some uncontrolled actions that could endanger not only the members of the crowd, but also its surrounding environment. This unpredictable behavior is a result of the spread of influence and action of each individual against another individual in the crowd. Iterative process that happens constantly can lead to an uncontrolled accumulation of actions. This paper is our first study to apply psychological behavior of crowd into a group of humanoid robot. Our goal in this research is having a group of robots that behave like a human crowd. The psychology theory to be implemented into our robot's behavior is Le Bon's \"Suggestibility theory\". In this paper, robots will consider as a multi-agents system which has distinct different psychological characteristics on each agent. In reviewing the propagation process of psychological variable on each agent, we used a model known as Psychological Dynamic Model (PDM). This paper attempts to understand the PDM algorithm and try to make a simulation based on the existing model of the PDM.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121876649","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. Nematollahi, S. Al-Haddad, S. Doraisamy, M. Saripan
{"title":"Digital Audio and Speech Watermarking Based on the Multiple Discrete Wavelets Transform and Singular Value Decomposition","authors":"M. Nematollahi, S. Al-Haddad, S. Doraisamy, M. Saripan","doi":"10.1109/AMS.2012.54","DOIUrl":"https://doi.org/10.1109/AMS.2012.54","url":null,"abstract":"The ever-increasing illegal manipulation of genuine audio products has been a dilemma for the music industry. This situation calls for immediate, yet effective, solutions to avoid further financial losses and intellectual property violations. Audio and speech watermarking has been proposed as a possible solution, since this technology embeds copyright information into audio files as a proof of their ownership. In this paper, we propose an effective, robust, and an inaudible audio and speech watermarking algorithm. The effectiveness of the algorithm has been brought by virtue of applying a cascade of two powerful mathematical transforms; the discrete wavelets transform (DWT) and the singular value decomposition (SVD). Experimental results will be presented in this paper to demonstrate the effectiveness of the proposed algorithm.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130080297","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":"System Identification for Internal Combustion Engine Model","authors":"T. Kamaruddin, I. Darus","doi":"10.1109/AMS.2012.13","DOIUrl":"https://doi.org/10.1109/AMS.2012.13","url":null,"abstract":"A parametric and non-parametric identification of internal combustion engine (ICE) model using recursive least squares (RLS) and neuro-fuzzy modeling (ANFIS) approach are introduced in this paper. The analytical model of an internal combustion engine is excited by pseudorandom binary sequence (PRBS) input which gives random signals to make sure the information of the system covers large range of frequencies. The input and output data obtained from the simulation of the analytical model is used for the identification of the system. The simplest polynomial form, auto-regressive, external input (ARX) model structure is chosen and the performance of the system is validated by mean square error (MSE) and correlation tests. Although, both methods capable to represent the dynamic of the system very well, it is demonstrated that ANFIS gives better results than RLS in terms of mean squares error between actual and prediction.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127571573","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}
H. A. Elgomati, B. Majlis, A. Hamid, P. M. Susthitha, I. Ahmad
{"title":"Modelling of Process Parameters for 32nm PMOS Transistor Using Taguchi Method","authors":"H. A. Elgomati, B. Majlis, A. Hamid, P. M. Susthitha, I. Ahmad","doi":"10.1109/AMS.2012.22","DOIUrl":"https://doi.org/10.1109/AMS.2012.22","url":null,"abstract":"As CMOS technology scales down to the nanometer level process variation can produce deviation in device parameters which affect circuit performance. In this paper, we investigate the effect of seven process parameters and two process noise parameters on threshold voltage (Vth) in a 32nm PMOS transistor. Using Taguchi's experimental robust design strategy seven process parameters were assigned to 7 columns of the L18 orthogonal array to conduct 18 simulation runs. Fabrication of the 32nm PMOS transistor was simulated by using the fabrication tool ATHENA and electrical characterization was simulated using ATLAS. These simulators were used for computing Vth simulations for each row of the L18 array with 4 combinations of the 2 noise factors. Taguchi's nominal-the-best S/N ratio was used as the objective functions for the minimization of variance in Vth. The best settings of process parameters were determined using Analysis of Mean (ANOM) and Analysis of Variance (ANOVA) for reducing the variability of Vth. The best settings were used for verification simulations and the results showed that the Vth values had the least variance and the mean value could be adjusted to-0.103V +-0.003 for PMOS, which is well within ITRS specifications.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133537333","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":"TRIZ-inspired Asymmetrical Search Neighborhood in the Bees Algorithm","authors":"S. Ahmad, D. Pham, K. Ng, M. Ang","doi":"10.1109/AMS.2012.30","DOIUrl":"https://doi.org/10.1109/AMS.2012.30","url":null,"abstract":"The Bees Algorithm, a heuristic optimization procedure that mimics bees foraging behavior, is becoming more popular among swarm intelligence researchers. The algorithm involves neighborhood and global search and is able to find promising solutions to complex multimodal optimization problems. The purpose of neighborhood search is to intensify the search effort around promising solutions, while global search is to enable avoidance of local optima. Normally, a symmetrical search neighborhood is employed in the Bees Algorithm. As opposed to this practice, a TRIZ-inspired asymmetrical search neighborhood was tried in this work to explore the significance of neighborhood symmetry. The algorithm with an asymmetrical search neighborhood was tested on an engineering design problem. The analysis verified that under certain measurements of asymmetry, the proposed algorithm produced a similar performance as that of the Bees Algorithm.","PeriodicalId":407900,"journal":{"name":"2012 Sixth Asia Modelling Symposium","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121158522","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}