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检索条件"任意字段=2012 IEEE International Conference on Computer Science and Automation Engineering（CSAE 2012）"

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Millimeter wave image restoration using a modified T-S fuzzy neural network

Millimeter wave image restoration using a modified T-S fuzzy...

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2012 international conference on computer science and Service System, CSSS 2012

作者： Shang, Li Su, Pingang Huai, Wenjun Sun, Zhanli Dept. of Electronic Information Engineering Suzhou Vocational University Suzhou China College of Electrical Engineering and Automation Anhui University Hefei China

ISBN: (纸本)9780769547190

In order to reduce the much unknown noise and improve the resolution of images acquired by millimeter wave imaging system, and combined the advantages of fuzzy theory and neural network, a new MMW image restoration method using a modified Takagi-Sugeno (T-S) fuzzy neural network model is proposed in this paper. The modified T-S fuzzy neural network has the excellent ability of adaptive learning, nonlinear expression and pattern classification. Utilizing this T-S fuzzy neural network model, it is needless to know the degraded model of a MMW image in advance and the noise in MMW images can be detected efficiently. Using the single noise ratio (SNR) to measure the quality of restoration images, simulation results show that the T-S fuzzy neural network can restore the MMW image satisfactorily. © 2012 ieee.

关键词： Image reconstruction

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Fault-tolerant optimal routing of trust nodes in smart grid communications

Fault-tolerant optimal routing of trust nodes in smart grid ...

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2012 ieee international conference on Cyber Technology in automation, Control, and Intelligent Systems, CYBER 2012

作者： Zhang, Yichi Sun, Weiqing Wang, Lingfeng Department of the Electrical Engineering and Computer Science University of Toledo Toledo OH 43606 United States

ISBN: (纸本)9781467314213

The complex structure of the smart grid calls for a secure and reliable real-time communication network on top of the physical power system. The security of the smart grid communication system can be guaranteed by deploying the trust nodes to monitor the network traffic for malicious attacks. In order for trust nodes to function, an intelligent routing algorithm which is aware of the placement and status of trust nodes and can provide optimal routes at all times is needed. In this paper, we design and present such an algorithm. In addition, scenarios of searching for the optimal routes between the communicating nodes at different layers of smart grid network are illustrated in case of fault conditions, e.g., some trust nodes along the route fail to work. Simulation results show that the algorithm is promising by providing secure, efficient, and reliable communications in the smart grid network. © 2012 ieee.

关键词： Smart power grids

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Communication between upper computer and Allen-Bradley-PLC through a tyre-building control

Communication between upper computer and Allen-Bradley-PLC t...

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6th international conference on Internet Computing for science and engineering, ICICSE 2012

作者： Zhao, Tong Yu, Xiaojiao Zhai, Yawei Jiang, Jianwei Automation Engineering Qingdao University of Science and Technology Zhengzhou RD 53# Sifang ST Qingdao China

ISBN: (纸本)9780769547053

This paper analyzes the communication between Allen-Bradley (AB) series PLC logix5550 and the upper computer through calls by RS Linx C SDK in DELPHI. Based on I/0 address distribution and differentiation, we put forward a mapping address method. The method can be used to solve problems in communication between PC and PLC. The method overcomes the limitation that PLC can only match the set kind of touch screen. It greatly increases the flexibility of hardware and significantly reduces the costs. © 2012 ieee.

关键词： Touch screens

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The distributed control system for humanoid robot BHBIP

The distributed control system for humanoid robot BHBIP

引用

2012 international conference on computer Distributed Control and Intelligent Environmental Monitoring, CDCIEM 2012

作者： Wei, Hui Shuai, Mei Wang, Zhongyu School of Instrumentation Science and Opto-electronics Engineering Beihang University Beijing China School of Automation Science and Electrical Engineering Beihang University Beijing China

ISBN: (纸本)9780769546391

A distributed control system for humanoid robot BHBIP is proposed, which combines three layers including main control layer, communication layer and actuating layer. The main control layer is core of control system, dealing with gait generation, decision making and human-robot interface. The communication layer serves as a bridge between main control layer and actuating layer. Meanwhile, the actuating layer is responsible for servo control of joint motor and sensor information collection. Though walking experiment, the effectiveness of proposed distributed control system is confirmed that BHBIP maintained the stable locomotion on outdoor environment. © 2012 ieee.

关键词： Anthropomorphic robots

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Towards incorporating human intelligence into online security solutions

Towards incorporating human intelligence into online securit...

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2012 ieee/IFIP 42nd international conference on Dependable Systems and Networks Workshops, DSN-W 2012

作者： Zonouz, Saman Berthier, Robin Arhami, Negin Electrical and Computer Engineering Department University of Miami United States Information Trust Institute University of Illinois United States Computer Science Department University of Miami United States

ISBN: (纸本)9781467322645

The design of automated online security and intrusion tolerance solutions for computer systems and networks is a theoretically achievable objective. However, after two decades of research, this objective has still not yet successfully passed the practicality test to become widely adopted. We believe that the main reason behind this gap lies in the misleading definition of autonomous security that precludes human intervention in trying to achieve unrealistic level of full automation. In this position paper, we discuss a novel research direction to address this challenge through a coherent integration of human intelligence. In particular, we identify the key questions to be answered in order to enable human intelligence to be leveraged in a seamless manner and without requiring explicit heavy human involvements. We illustrate our discussion through the preliminary design of a semi-automated intrusion detection and response system that incorporates reasonable human input to achieve higher levels of intrusion tolerance efficiency. © 2012 ieee.

关键词： Collaborative filtering

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Formation and simulation on Chinese lexical networks

Formation and simulation on Chinese lexical networks

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2012 5th international Joint conference on Computational sciences and Optimization, CSO 2012

作者： Li, Jinze Li, Jianyu Yang, Zhanxin Xiao, Feng School of Computer Science Communication University of China Beijing 100024 China Engineering Center of Digital Audio and Video Communication University of China Beijing 100024 China Dept. of Automation Tsinghua University Beijing 100084 China

ISBN: (纸本)9780769546902

The phrase networks of Chinese show small world, scale-free and disassortative mixing features in our previous paper [10]. Here semantical relationships are considered to explain the small world feature. Then we simulate the formation of Chinese phrases using weighted graph theory. The weighted graph model generates power-law distributions and disassortative mixing as the empirical networks, which effectively explain the origin, formation and evolution of Chinese phrases. © 2012 ieee.

关键词： Graph theory

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A middleware based layered framework for the quality management of context-aware pervasive applications

A middleware based layered framework for the quality managem...

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ieee international conference on computer science and automation engineering (csae)

作者： Di Zheng Jun Wang Ben Kerong Department of Computer Science Naval University of Engineering Wuhan Hubei China Key Research Laboratory Wuhan Air force Radar Institute Wuhan Hubei China

With the rapid development of pervasive computing, more and more sensors based applications have been implemented. And many problems occur in the process of providing stable basis for the normal working of these systems. One of them is how to continuously monitor/capture and interpret the environment related information efficiently to assure high context awareness. Many attentions have been paid to the research of the context-aware pervasive applications. However, most of them just use the raw context directly or take the Quality of Context (QoC) into account in just one or two steps. Therefore, we propose a layered middleware based context-aware framework that support QoC management through various layers. By this framework we can refinery raw context, discard duplicate and inconsistent context so as to protect and provide QoS-enriched context information of users to context-aware applications and services.

关键词： Context Sensors Middleware Algorithm design and analysis Context-aware services Cognition Quality management

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The design of control system for smart meter

The design of control system for smart meter

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2012 international conference on computer science and Service System, CSSS 2012

作者： Wang, Jinyong Qi, Chao College of Information and Engineering Communication University of China Beijing China

ISBN: (纸本)9780769547190

Electricity is widely used in modern society. Improving the speed of information collection is an important way to realize scientific scheduling and management of electrical energy. Application of the smart meter, which is an extension of traditional power meter function and the use of distributed management in electrical energy operations, is an effective way to solve the above problems. This paper presents a design concept of a watt hour meter which transmits data through the network. In the article, it firstly introduces hardware's design of the three major components, and then designs their software parts. To save bandwidth, the smart meter will get back not all datas to the smart control room, but necessary data to post back. The system to solve the power consumption information updates slowly, power dispatching lacking technical support and other issues will have enormous practical value in the development of energy management automation. © 2012 ieee.

关键词： Control systems

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Face recognition based on DCT and multi-scale ∊-LBP

Face recognition based on DCT and multi-scale ∊-LBP

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ieee international conference on computer science and automation engineering (csae)

作者： Yinghui Kong Shaoming Zhang Shurong Liu Department of Electronic&Communication Engineering North China Electric Power University Baoding China North China Electric Power University - Baoding Campus Baoding Hebei CN

A face recognition method based on the discrete cosine transform (DCT) and ϵ-Local Binary Pattern (ϵ-LBP) is presented. The method makes use of DCT to do with the face image and selects the upper-left corner of the DCT matrix as frequency features. At the same time, we adopt to ϵ-LBP extract different scale texture features by using different ϵ, then use ReliefF to reduce its dimensions. Finally, we fuse the feature of the DCT and LBP after normalization, and classify by SVM. Experiments performed on UMIST facial database can achieve an accuracy of 99.15%, results indicate that this method can get a variety of facial feature information to improve the recognition rate by using the complementary facial information of frequency domain and space domain.

关键词： Discrete cosine transforms Feature extraction Face Face recognition Frequency domain analysis Classification algorithms Facial features

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Binocular stereo vision method based on wavelet multi-resolution and local entropy

Binocular stereo vision method based on wavelet multi-resolu...

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ieee international conference on computer science and automation engineering (csae)

作者： Qiang Zhang Kai Hao Haibin Li Wenming Zhang Shuang Liu Yaqian Li Institute of Electrical Engineering Yanshan University Qinhuangdao China

Image matching has become a very important technology in the field of image information processing and has been widely used in photogrammetry, virtual reality scenes and biomedicine. Traditional matching algorithm based on gray-scale has neither noise immunity nor more timesaving property. In this paper, we represent a new matching algorithm which combines wavelet multi-resolution and local entropy. The identical points were matched according to the calculation of the local entropy between images to improve the ability of noise-resistance. Meanwhile, matching points of two images are established through the choosing strategy that is set from the rough to the fine by the wavelet multi-resolution to enhancing the computing efficiency. The algorithm has obvious superiorities in matching accuracy and computation for noisy images shown in the experiments finished by MATLAB.

关键词： Entropy Noise Algorithm design and analysis Wavelet analysis Wavelet transforms Image matching Approximation algorithms

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