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A speech recognition system based on Structure Equivalent Fuzzy Neural Network trained by Firefly algorithm

A speech recognition system based on Structure Equivalent Fu...

引用

2012 International Conference on Biomedical engineering, ICoBE 2012

作者： Hassanzadeh, Tahereh Faez, Karim Seyfi, Golnaz Faculty of IT and Computer Engineering Qazvin Azad University Iran Faculty of Electronic Engineering AmirKabir University of Technology Tehran Iran

ISBN: (纸本)9781457719899

Speech recognition technology is a technology that allows a computer to recognize the speech and the words that express through the microphone or speaks by phone. A Fuzzy Neural Network (FNN) is a learning approach that finds the parameters of a fuzzy system by exploiting approximation techniques from neural network. But FNN has some difficulty about how to automatically generate and adapt the membership function and fuzzy rules. To overcome the shortage of FNN, in this paper, we use SEFNN (Structure Equivalent Fuzzy Neural Network) and optimized its parameters with Firefly algorithm. Firefly Algorithm (FA), which is usually used in optimization problems is a stochastic population-based algorithm inspired by intelligent collective behavior of fireflies in the nature. The parameters of SEFNN trained by FA were used in speech recognition system to improve the ability of generalization of FNN. Results shows that the SEFNN optimized by FA for speech recognition system have higher recognition rate in compare of FNN trained by PSO method. © 2012 IEEE.

关键词： Stochastic systems

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Finite-time stabilization for discrete fuzzy jump nonlinear systems with time delays

Finite-time stabilization for discrete fuzzy jump nonlinear ...

引用

American Control Conference

作者： Yingqi Zhang Peng Shi Sing Kiong Nguang Hamid Reza Karimi College of Science Henan University of Technology Zhengzhou 450001 China School of Electrical and Electronic Engineering The University of Adelaide Adelaide SA 5005 Australia Department of Electrical and Computer Engineering University of Auckland Private Bag 92019 Auckland 1142 New Zealand Department of Engineering Faculty of Engineering and Science University of Agder N-4898 Grimstad Norway

ISBN: (纸本)9781479901777

This paper is concerned with the problem of finite-time H_∞ control for a class of discrete-time Markovian jump nonlinear systems with time delays represented by Takagi-Sugeno (T-S) model. First, by using fuzzy stochastic Lyapunov-Krasovskii functional approach, sufficient conditions are derived such that the resulting close-loop system is stochastic finite-time bounded and satisfies a prescribed H_∞ disturbance attenuation level in a given finite-time interval. Second, sufficient criteria on stochastic finite-time H_∞ stabilization via fuzzy state feedback are provided, and the fuzzy state feedback controller is designed by solving an optimization problem in terms of linear matrix inequalities. Finally, a numerical example is given to show the validity of the proposed designed techniques.

关键词： system clock Fuzzy jump Stochastic

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Dynamic alliance model system design based on Web Services

Dynamic alliance model system design based on Web Services

引用

2012 2nd International Conference on Consumer electronics, Communications and Networks, CECNet 2012

作者： Yu, Changhui Chen, Lianghai Faculty of Computer Engineering Huaiyin Institute of Technology Huai'an China Faculty of Electronic and Electrical Engineering Huaiyin Institute of Technology Jiangsu Huaian China

ISBN: (纸本)9781457714153

Combined with Web Services technology, we design virtual enterprise dynamic alliance system. The system structure is mainly includes three roles: the customer, the core enterprise and member enterprises. Using openness of the Internet and the specification of the protocol, we provide a loosely coupled data layer and application layer integration among enterprises. Dynamic alliance system service uses a custom mode that the server-side applications act as a service provider role to provide various services for other small and medium-sized manufacturing enterprises. Through WSDL to create a Web Services client program, and call the service provider to implement the service. We regards the demands of Huaian enterprise as the research object and give system function diagram to realize the system design of the dynamic alliance information platform for small and medium-sized manufacturing enterprises. © 2012 IEEE.

关键词： Web services

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An energy-efficient routing algorithm for data gathering in wireless sensor networks

An energy-efficient routing algorithm for data gathering in ...

引用

2012 Cross Strait Quad-Regional Radio Science and Wireless technology Conference, CSQRWC 2012

作者： Chang, Bo Zhang, Xinrong Faculty of Computer Engineering Huaiyin Institute of Technology Huai'an Jiangsu China Faculty of Electronic and Elecrrical Engineering Huaiyin Institute of Technology Huai'an Jiangsu China

ISBN: (纸本)9781467318679

Data gathering is a basic function in wireless sensor networks (WSNs). With the energy constrained nature of the wireless sensor nodes, energy-efficient routing algorithms need to be carefully designed before wireless sensor networks are widely deployed for data gathering. This article proposed an energy-efficient cluster routing algorithm (ECRA) for data gathering in wireless sensor networks. Firstly, ECRA divided the nodes in WSNs into clusters. Secondly, a chain was formed in each by an improved nearest neighbor algorithm. Finally, the multi-hop was used to transmit the gathered data from clusterhead to the base station. The simulation results show that the proposed approach can distribute energy consumption uniformly among the sensor nodes, and thus prolong the network lifetime. © 2012 IEEE.

关键词： Routing algorithms

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An improved kernel Trojan horse architecture model 1

引用

International Conference on Data engineering and Internet technology, DEIT 2011

作者： Zhao, Mingwei Jiang, Rongan Department of Computer Science and Technology Faculty of Electronic Information and Electrical Engineering Dalian University of Technology Dalian China

ISBN: (数字)9783642287985

ISBN: (纸本)9783642287978

As a new kind of Trojan horse which combines with the kernel Rootkit technologies, kernel Trojan horse has received a great mount of people's attention and been used a lot. However, the sensitive property of kernel Trojan which follows traditional architecture model is fully exposed to the security software, and needs kernel concealment module to complete all the hidden works, thus the concealment module is too large, easily detected by security software. Based on the analysis of Trojan collaborative concealment model, this paper improves the traditional architecture model and introduces a lightweight concealment module of pure kernel Trojan horse architecture model. Furthermore, an example which adopts the improved model is present in this paper. The experimental results verify the feasibility and efficient of the improved model. © 2012 Springer-Verlag.

关键词： Malware

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A Reverse Fuzzy Modelling For Vector Control of Induction Machine

A Reverse Fuzzy Modelling For Vector Control of Induction Ma...

引用

International Conference on Power engineering, Energy and Electrical Drives

作者： L. Barazane M. Louri S. Amamra A. Khwaldeh University of Science and Technology Houari. Boumediene (USTHB) Faculty of Electronic & Computing BP 32 El-Alia Bab-Ezzouar 16111 Algiers Algeria. Polytechnic School of Algeria Department of Automatic Engineering 10 rue HassenBadi El Harrach 16009 Algiers Algeria. Department of computer sciences Engineering Faculty of Engineering P.O. Box:l Philadelphia University Jordan 19392.

ISBN: (纸本)9781467363914

the aim of this paper consists on presenting a novel approach of vector control of an induction motor based on the approach of fuzzy modelling proposed by Ben-Glalia. In fact, the authors introduce here and for the first time the fuzzy modelling technique of Ben-Ghalia et al. in order to conceive a simple reverse model which to replace the bloc of FOC and ensure more robustness towards parameter variations and uncertainties which represent the inconvenient of the vector control technique. The objective of such a reverse fuzzy model is to improve the robustness of the vector control scheme towards parameter's variations and external disturbances. Unfortunately, in practice this is not checked because of uncertainties in the model. The simulation results show that the two control schemes provide in their basic configuration, comparable performances regarding the decoupling, however the choice for the fuzzy vector control appears advantageous of point of view robustness.

关键词： Vector control reverse fuzzy modeling induction motor

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Coordinated in-home charging of plug-in electric vehicles from a household smart microgrid

Coordinated in-home charging of plug-in electric vehicles fr...

引用

AFRICON Conference

作者： Anastasia Davydova Roustiam Chakirov Yuriy Vagapov Taras Komenda Sergey Lupin Department of Computer Science National Research University of Electronic Technology Zelenograd Moscow Russia Department of Electrical and Mechanical Engineering Bonn-Rhein-Sieg University of Applied Science Sankt Augustin Germany Department of Engineering and Applied Science Glyndwr University Wrexham UK Faculty of Ecology Lutsk National Technical University Lutsk Ukraine

ISBN: (纸本)9781467359429

Battery of a plug-in electric vehicle can be charged from a power grid at different locations. In case of charging at home location it performs a significant impact on household energy consumption and needs to be coordinated and scheduled in order to reduce peaks of power load and cost of electricity. This paper discusses coordination of in-home charging aimed to improve load factor and reduce cost of consumed energy. The algorithm of coordinated charging is based on prediction of household appliances load profile and used to control the electric vehicle battery charger. The simulation has been conducted to verify the proposed algorithm.

关键词： Batteries Vehicles Electricity Prediction algorithms Power demand Smart grids

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QR Code Watermarking Algorithm based on Wavelet Transform

QR Code Watermarking Algorithm based on Wavelet Transform

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International Symposium on Communications and Information Technologies

作者： Jantana Panyavaraporn Paramate Horkaew Wannaree Wongtrairat Department of Electrical Engineering Faculty of Engineering Burapha University Chonburi 20131 Thailand School of Computer Engineering Suranaree University of Technology Nakornrachasima 30000 Thailand Department of Electronic Engineering Faculty of Engineering and Architecture Rajamangla University of Technology Isan Nakhonratchasima 30000 Thailand

ISBN: (纸本)9781467355797

Copyright protection and authentication have become increasingly more important in daily life. The digital watermark is one of the techniques invented to tackle this issue. In this paper, a digitally invisible watermark is embedded in a QR code image by means of wavelet transform. In the embedding process, a binary image, logo, is transformed into a corresponding watermark and then embeded into a selected subband. The experimental results illustrated that, for all the cases considered in this paper is more robustness to attacks and as such it can serve as a viable copyright protection and authentication tool.

关键词： QR Code Watermark Video Wavelet Transform

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Matlab/GUI Based Basic Design Principles of PID Controller in AVR

Matlab/GUI Based Basic Design Principles of PID Controller i...

引用

International Conference on Power engineering, Energy and Electrical Drives

作者： M. Baha BAYRAM H. Ibrahim BüLBüL Celal CAN Ramazan BAYINDIR Department of Electrical-Electronic Technology. Battalgazi Vocational High School. 06320 Ankara Turkey Department of Computer Education. Faculty of Industrial Arts Education Gazi University 06830 Ankara Turkey Department of Technical Programs Vocational Collage of Haci Bektas Nevsehir University 50800 Nevsehir Turkey Electrical and Electronics Engineering Dept. Faculty of Technology Gazi University 06500 Ankara Turkey

ISBN: (纸本)9781467363914

AVR (Automatic Voltage Regulator) is a part of the synchronous generator and it is responsible for regulating the reactive power and voltage level under normal operating terms at different load levels. The modeled system composed of the amplifier, exciter, sensor and proportional-integral-derivative (PID) controller. In order to model the system state space method is used. Also, their specifications and behaviors are discussed briefly. Simulation of the AVR system is carried out on the interface developed by Matlab GUI and the results are presented. The generator terminal voltage step responses are estimated by studying the controller parameters. In this paper, a system using Ziegler-Nichols (ZN) method as a tuning method for determining the parameters of PID control for an AVR system is proposed. Also the transient stability of AVR system with PID parameters change is proposed.

关键词： Automatic voltage control(AVR) GUI synchronous generator Ziegler-Nichols method PID

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Design Improvement of a New Outer-Rotor Hybrid Excitation Flux Switching Motor for In-Wheel Drive EV

Design Improvement of a New Outer-Rotor Hybrid Excitation Fl...

引用

IEEE International Power engineering and Optimization Conference

作者： M. Z. Ahmad E. Sulaiman Z. A. Haron T. Kosaka Dept. of Electrical Power Engineering Faculty of Electrical & Electronic Engineering Universiti Tun Hussein Onn Malaysia Dept. of Electrical and Computer Engineering Nagoya Institute of Technology (NIT)

ISBN: (纸本)9781467350723

Research and developments of in-wheel motors applied in pure electric vehicles (EVs) propulsion systems have attracted great attention recently. This is due to their definite advantages of great controllability for each independent wheel as well as the availability of more cabin space due to removal of conventional mechanical transmission and differential gears. Moreover, more series batteries can be installed to increase the driving distance. Since the motors are attached directly to the wheel, the major requirements are to have high torque density and efficiency. As one of alternative candidates with high torque possibility, a new design of outer-rotor hybrid excitation flux switching motor for in-wheel drive EV is proposed in this paper. The proposed motor consists of 12 slots of stator poles, and 10 rotor poles, with all active parts are located on the stator. In addition, it has a robust rotor structure which only comprises a single piece of rotor and has a wide range flux control capabilities. Under some design restrictions and specifications for the target EV drive applications, the performance of the proposed machine on the initial design and improved design are analyzed based on 2-D finite element analysis (FEA). The performance of the improved design motor shows that the maximum torque achieved is 81.5% of the target performance, whereas the maximum power has achieved 143.6 kW which is greater than the target value. Thus, by further design refinement and optimization it is expected that the motor will successfully achieve the target performances.

关键词： Component Outer-rotor hybrid excitation flux switching machine Field excitation coil Electric vehicle propulsion In-wheel drive

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