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Study on data based tourism management decision support system

Study on data based tourism management decision support syst...

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2010 International Conference on Networking, Sensing and control, ICNSC 2010

作者： Wang, Su Du, Junping Zhou, Yipeng Sun, Zengqi Jia, Yingming Beijing Key Lab. of Intelligent Telecommunication Software and Multimedia Beijing University of Posts and Telecommunications Beijing China Computer Science and Information Engineering Beijing Technology and Business University Beijing China Department of Computer Science Tsinghua University Beijing China Beijing China

ISBN: (纸本)9781424464531

A data based intelligent decision support system is proposed to solve problems of decision making of tourism management in complex environments. Firstly, the architecture of the decision support system integrated with several intelligence technologies is proposed, and some key technologies of implementation, such as 3S and decomposition of large decision table are also introduced. Then, some data analysis methods used in this decision support system are presented, which include tourism information categories, space time pattern of tourism status, tourism planning and navigation, early warning of tourism status and safety incidents. Finally, several applications of this system are also given. ©2010 IEEE.

关键词： Decision support systems

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From Use Case Model to Service Model An Environment Ontology Based Approach

From Use Case Model to Service Model An Environment Ontology...

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The Ninth International Conference on Grid and Cloud Computing(第九届网格与云计算国际学术会议 GCC 2010)

作者： Guangjun Cai Bin Zhao Zhi Jin Key Lab. of Intelligent Information Processing Institute of Computing Technology CAS Graduate Unive Software Engineering Institute Peking University Beijing China

One fundamental problem in services computing is how to bridge the gap between business requirements and various heterogeneous IT services. This involves eliciting business requirements and building a solution accordingly by reusing availab.e services. While the business requirements are commonly elicited through use cases and scenarios, it is not straightforward to transform the use case model into a service model, and the existing manual approach is cumbersome and error-prone. In this paper, the environment ontology, which is used to model the problem space, is utilized to facilitate the model transformation process. The environment ontology provides a common understanding between business analysts and software engineers. The required software functionalities as well as the availab.e services’ capabilities are described using this ontology. By semi-automatically matching the required capability of each use case to the availab.e capabilities provides by services, a use case is realized by that set of services. At the end of this paper, a fictitious case study was used to illustrate how this approach works.

关键词： services computing requirements engineering use case environment ontology service model

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Adaptive and impulsive cluster synchronization of a general complex dynamical network

Adaptive and impulsive cluster synchronization of a general ...

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2010 International Conference on Networking, Sensing and control, ICNSC 2010

作者： Shi, Bingxiong Lu, Junan Lü, Jinhu Yu, Xinghuo College of Mathematics and Statistics State Key Lab. of Software Engineering Wuhan University Wuhan 430072 China Key Laboratory of Systems and Control Institute of Systems Science Chinese Academy of Sciences Beijing 100190 China School of Electrical and Computer Engineering RMIT University Melbourne 3000 Australia School of Electrical and Computer Engineering RMIT University Melbourne VIC 3001 Australia

ISBN: (纸本)9781424464531

Recently, cluster synchronization has attracted an increasing interest in various disciplines, includingmathematics, physics, and engineering sciences. This paper further investigates the cluster synchronization of a complex dynamical network by using adaptive and impulsive control techniques, respectively. Based on a complex dynamical network with two different clusters, several adaptive and impulsive cluster synchronization criteria are then proposed. It should be especially pointed out that the dynamics and its dimensions of the individual dynamical systems are different in the two different clusters. Also, some numerical simulations are given to verify the effectiveness of the above theoretical results. ©2010 IEEE.

关键词： Dynamical systems

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A new roadmap constitution method based on dividing grid and level-set

A new roadmap constitution method based on dividing grid and...

引用

International Symposium on Intelligence Information Processing and Trusted Computing

作者： Li, Shidong Ding, Mingyue Cai, Chao Institute for Information Engineering of Hubei University for Nationalities Enshi Hubei China Institute for Pattern Recognition and Artificial Intelligence National Lab. for Multi-spectral Information Processing Technologies HUST Wuhan China College of Life Science and Technology Image Processing and Intelligent Control Key Laboratory of Education Ministry of China HUST Wuhan China

ISBN: (纸本)9780769541969

Roadmap methods were widely used in route planning fields, both for robots and unmanned aircrafts. Traditional roadmap is constituted by connecting the vertexes of convex obstacle, which is related to the locations of start and goal of route, so the roadmap can not be reused when anyone of start and goal changed. Absence of reusability reduces the efficiency of route planning by using roadmap. A new roadmap constitution method was proposed in this paper, which is build on dividing the 2D configuration space into multi-scale grids and setting nodes of roadmap on grid boundary using Level-Set method, same method was used to construct the map cells of roadmap between any two nodes lays on same grid . The roadmap constituted with new method can be reused when the start or goal was changed;it is efficient for replanning problem. © 2010 IEEE.

关键词： Reusability

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Calculation method of the battery SOC based on evolvable hardware

Calculation method of the battery SOC based on evolvable har...

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2010 IEEE International Conference on software engineering and Service Sciences, ICSESS 2010

作者： Piao, Changhao Ding, Xing Wang, Jin Tang, Binbin Ministry of Education Key Lab. of Network Control Tech. and Intelligent Instruments Chongqing University of Posts and Telecommunications Chongqing 400065 China Chongqing ChangAn New Energy Automobile Co. Ltd. Chongqing 401120 China Research Center of Energy Electronics College of Automation Engineering Chongqing University of Posts and Telecommunications Chongqing 400065 China

ISBN: (纸本)9781424460526

Battery state-of-charge (SOC) is estimated for electric or hybrid electric vehicles by using Evolvable Hardware (EHW). SOC is a key factor in the management of battery and its estimation is an important and challenging task. We combine EHW and evolutionary algorithm to design a system, which is 16-row and 4-layer with three inputs (voltage, magnification, charge-discharge mode) and one output (estimated SOC). The evolutionary algorithm is used to train the chromosome structure after setting by EHW. The results show that it can obtain battery SOC around the experimental curve after importing a parameter randomly. © 2010 IEEE.

关键词： Hybrid vehicles

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SOC estimation of lead-acid batteries based on UKF

SOC estimation of lead-acid batteries based on UKF

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International Conference on Electrical and control engineering, ICECE 2010

作者： Piao, Changhao Sun, Zhihua Liang, Zhanghou Cho, Chongdu Ministry of Education Key Lab. of Network Control Tech. and Intelligent Instruments Chongqing University of Posts and Communications Chongqing China Chongqing Changan New Energy Automobile Co. Ltd. Chongqing China Research Center of Energy Electronics Chongqing University of Posts and Communications China Department of Mechanical Engineering INHA University of Korea Korea Republic of

ISBN: (纸本)9780769540313

A novel self-adaptive state of charge (SOC) estimation model of lead-acid batteries based on Unscented Kalman Filter (UKF) algorithm is presented in here. The model state and measurement equations are constituted by the Ah counting method and load voltage method. In order to ensure the estimation accuracy, we establish a new function model for the Variable Rated Capacity of lead-acid batteries, and so the Ah counting method has been improved. On this basis, the SOC Algorithm is compared in three experimental conditions (including constant-current, constant-voltage and pulse-charge/discharge). The results show that this algorithm can effectively estimate SOC. © 2010 IEEE.

关键词： Lead acid batteries

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Embeded smart sensor: System design and application

Embeded smart sensor: System design and application

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作者： Yang, Kehu Yu, Wensheng School of Mechanical Electronic and Information Engineering China University of Mining and Technology Beijing 100083 China School of Software Engineering East China Normal University Shanghai 200062 China Lab. of Complex Systems and Intelligent Science Institute of Automation CAS Beijing 100190 China

ISBN: (纸本)9787894631046

This paper proposed an embedded smart sensor which is consisted of a 6 DOF (Degree Of Free) IMU (Inertial Measurement Unit), a 3-axis magnetic compass, a monocular camera and a DSP processor which is high performance and power saved, and briefly discussed the design and construction of the system's hardware. By using this embedded smart sensor, we proposed a attitude determination method which is based on the quaternion and the epipolar geometry. The experimental results demonstrated the effectiveness of the methods.

关键词： Smart sensors

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Embeded smart sensor: System calibration and modeling

Embeded smart sensor: System calibration and modeling

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ISBN: (纸本)9787894631046

This paper studied the calibration method for a type of embedded smart sensors which are integrated with inertial, magnetic and vision sensors. A set of calibration and modeling methods which are suitable for the low cost applications have been proposed. For the deterministic items and nondeterministic items, we used the method of modulus matching of the input vectors and the method of time series analysis to calibrate and modeling them respectively;for the relative rotation between the accelerometers' frame and the camera frame, we proposed a calibrating method which is based on the gravity vector and plumb line. The experimental and simulation results demonstrated the practicability and effectiveness of these methods.

关键词： Calibration

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Remote measuring and control terminal based on Linux platform and embedded web server

Remote measuring and control terminal based on Linux platfor...

引用

9th International Conference on Electronic Measurement and Instruments, ICEMI 2009

作者： Yang, Guangyou Li, Ming Zhang, Shuangqing Lab. of Intelligent Control and Embedded System School of Mechanical Engineering Hubei University of Technology China

ISBN: (纸本)9781424438624

The paper gives a comprehensive description about how to construct a web server for remote measuring and control needs, proposes a solution under Linux software and HMS30C7202 embedded hardware platform. Combined with web browser and application interface based on Java Applet technology, dynamic flush on control web page was executed. Particular application layer data protocol was designed;dynamic exchange information between browsers and terminal was implemented by calling socket function. Adopted multi-thread mechanism and semaphore in Linux, administration on terminal was performed. ©2009 IEEE.

关键词： Linux

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Modeling of cortical signals using echo state networks

Modeling of cortical signals using echo state networks

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MIPPR 2009 - Pattern Recognition and Computer Vision: 6th International Symposium on Multispectral Image Processing and Pattern Recognition

作者： Zhou, Hanying Wang, Yongji Huang, Jiangshuai Key Lab. for Image Processing and Intelligent Control Department of Control Science and Engineering Huazhong University of Science and Technology China

ISBN: (纸本)9780819478078

Diverse modeling frameworks have been utilized with the ultimate goal of translating brain cortical signals into prediction of visible behavior. The inputs to these models are usually multidimensional neural recordings collected from relevant regions of a monkey's brain while the outputs are the associated behavior which is typically the 2-D or 3-D hand position of a primate. Here our task is to set up a proper model in order to figure out the move trajectories by input the neural signals which are simultaneously collected in the experiment. In this paper, we propose to use Echo State Networks (ESN) to map the neural firing activities into hand positions. ESN is a newly developed recurrent neural network(RNN) model. Besides its dynamic property and short term memory just as other recurrent neural networks have, it has a special echo state property which endows it with the ability to model nonlinear dynamic systems powerfully. What distinguished it from transitional recurrent neural networks most significantly is its special learning method. In this paper we train this net with a refined version of its typical training method and get a better model. © 2009 Copyright SPIE - The International Society for Optical engineering.

关键词： Brain

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