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2010 Third International Conference on Intelligent Networks and Intelligent Systems最新文献

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Medical Image Retrieval and Classification Based on Morphological Shape Feature 基于形态特征的医学图像检索与分类
Liuliu Fu, Yi-fei Zhang
Medical Image Retrieval and Classification is very important in Computer-Aided Diagnosis. Feature extraction is one of the most important techniques in content based image retrieval and classification. How to extract low-level features which reflect high-level semantics of an image is crucial for medical image retrieval and classification. In allusion to this issue, there proposed a method using edge density histogram to extract shape feature of medical images in this paper. Then Euclidean distance and Support Vector Machine (SVM) are used for medical image retrieval and classification. Results of experimentation showed that the proposed algorithm has been applied to medical image retrieval with promising effect.
医学图像检索与分类是计算机辅助诊断的重要内容。特征提取是基于内容的图像检索与分类的重要技术之一。如何提取反映图像高级语义的底层特征是医学图像检索和分类的关键。针对这一问题,本文提出了一种利用边缘密度直方图提取医学图像形状特征的方法。然后利用欧氏距离和支持向量机(SVM)对医学图像进行检索和分类。实验结果表明,该算法已应用于医学图像检索,效果良好。
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引用次数: 15
Modeling and H-infinity Control for a Kind of Networked Control System with Short Time-Delay 一类短时滞网络控制系统的建模与h∞控制
Kexue Zhang, Jun Yao, Yan-feng Wang
H∞control problem of networked control systems with clock-driven sensor, actuator and event-driven actuator is studied. The sufficient condition of the existence of H∞ control law state feedback is derived through Lyapunov theory and linear matrix inequality. Design method is also presented. A simulation example shows the proposed approach is valid.
研究了具有时钟驱动传感器、执行器和事件驱动执行器的网络控制系统的H∞控制问题。利用李雅普诺夫理论和线性矩阵不等式,导出了H∞控制律状态反馈存在的充分条件。并给出了设计方法。仿真实例验证了该方法的有效性。
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引用次数: 0
Research on GNSS Simulation System Based on Alterable Time Granularity 基于变时间粒度的GNSS仿真系统研究
Ming-hao Tian, Fang Liu, Huabiao Dong, Yongxin Feng
The Global Navigation Satellite System(GNSS) is a high precision navigation system based on satellite, which implements worldwide, all-weather, real-time, continuous navigation and position. It is very necessary to establish a rational and flexible simulation system of GNSS, which can help to analyse the characteristics of GNSS and research on technologies of the GNSS receiver, jamming and anti-jamming etc. A GNSS simulation model is presented, which adopts a time management strategy based on time step to complete simulation synchronization and implement the simulation of GNSS effectively.
全球卫星导航系统(GNSS)是一种基于卫星的高精度导航系统,可实现全球、全天候、实时、连续导航和定位。建立一个合理、灵活的GNSS仿真系统是十分必要的,这有助于分析GNSS的特性,研究GNSS接收机、干扰和抗干扰等技术。提出了一种GNSS仿真模型,该模型采用基于时间步长的时间管理策略完成仿真同步,有效地实现了GNSS仿真。
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引用次数: 1
Face Recognition Based on PCA and SVM Optimized by MEB 基于MEB优化的PCA和SVM人脸识别
G. Wei, Zhao Hai, Mei Zhan, Lizhong Zhang
Face recognition has been widely researched in the classification issues. This paper proposed a new framework of face recognition based on PCA and SVM. In order to reduce the computation of SVM algorithm in the framework, MEB was introduced into the framework. Experimental results have shown that the proposed algorithm can get better results than basic PCA and PCA-SVM algorith.
人脸识别在分类问题上得到了广泛的研究。提出了一种基于主成分分析和支持向量机的人脸识别新框架。为了减少框架中支持向量机算法的计算量,在框架中引入了MEB。实验结果表明,该算法比基本PCA和PCA- svm算法具有更好的效果。
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引用次数: 1
A Satellite Network Fault Detection Method 一种卫星网络故障检测方法
Wenbo Zhang, Qian Dong
Satellite network is characterized by its time-varying topology. For the communication resources are scare and expensive, it is very important to detect the network fault in time. However the common fault detection methods used in terrestrial network are not suitable to satellite network. So in satellite network a efficient and lightweight fault detection method is put forward. When a satellite agent could respond to the network management instruction received from the management station. The traditional detection method was used through network management technique. If the satellite could not respond to the network management demand, the intra-domain cooperation or inter-domain cooperation would be activated. The suspectable fault of satellite could be tested through cooperation among the fault detection agents in satellites. The simulation results shows that in the circumstance of the low faulty frequency, the new method could be effectively used in satellite network with short cooperative time and low throughput.
卫星网络具有时变拓扑结构的特点。由于通信资源的稀缺和昂贵,及时发现网络故障显得尤为重要。然而,地面网络中常用的故障检测方法并不适用于卫星网络。为此,提出了一种高效、轻量级的卫星网络故障检测方法。当卫星代理能够响应从管理站接收到的网络管理指令时。传统的检测方法是通过网络管理技术实现的。如果卫星无法响应网络管理需求,则启动域内合作或域间合作。通过卫星故障检测代理之间的合作,可以检测出卫星的可疑故障。仿真结果表明,在故障频率较低的情况下,该方法可以有效地应用于协作时间短、吞吐量低的卫星网络中。
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引用次数: 0
Rock Segmentation, Matching and 3D Reconstruction Based on Stereo Vision 基于立体视觉的岩石分割、匹配与三维重建
Hongwei Gao, Bin Li, Yang Yu, Liang Chen
Rock evaluation and return are important work of lunar exploration, they should be done by the lunar rover’s hardware and software. A series of algorithms related to rock segmentation, stereo matching and 3D reconstruction which are realized by stereo vision are described in this paper. The experiments based on real image show the validity of the algorithms.
岩石评估与返回是月球探测的重要工作,需要由月球车的硬件和软件来完成。介绍了利用立体视觉实现的岩石分割、立体匹配和三维重建等一系列算法。基于实景图像的实验验证了算法的有效性。
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引用次数: 1
Simulation Model of Induction Motor Based on LabVIEW 基于LabVIEW的感应电机仿真模型
Qianxiang Li, Jingtao Hu
The state equation for induction motor in the two stationary coordinates was developed. A dynamic model of induction motor was established based on the graphical programming environment of Lab VIEW, The corrective and effectiveness of motor model based on Lab VIEW are verified with a simulation experiment. At the same time, the static model of induction motor was established to get the motor steady state performance.
建立了异步电动机在两个静止坐标系下的状态方程。基于Lab VIEW图形化编程环境建立了异步电机的动态模型,并通过仿真实验验证了基于Lab VIEW的电机模型的正确性和有效性。同时,建立了异步电动机的静态模型,得到了异步电动机的稳态性能。
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引用次数: 10
Simulated Annealing-Genetic Algorithm and Its Application in CDMA Multi-user Detection 模拟退火遗传算法及其在CDMA多用户检测中的应用
Yue Zhou, Hong Wang, Yingzi Wei, Jing Wang
It is evident that the 3G(3rd-generation) and B3G(Beyond Third Generation in mobile communication system) communication systems need higher wireless capacity. Multi-user detection(MUD) technique is one of the key techniques in Code Division Multiple-Access(CDMA) system. This technique can reduce the multiple access interference (MAI) and inter symbol interference (ISI) by using the structured information at the receiving end in the CDMA system, and it can also realize the information demodulation while there exist multi-user signals. This paper presents a new Multi-user detection technique, that is simulated annealing-genetic algorithm. This proposed algorithm applies simulated annealing (SA) to genetic algorithm (GA). First, the initial group is given, then the genetic algorithm is used to make the search gradually convergent to the feasible globally optimal solution or sub-optimal solution, then the simulated annealing is used to do the local optimization. Simulations show that the proposed multi-user detector is close to the optimal one and better than the conventional one in the performance of anti-MAI and anti-ISI.
显然,3G(第三代)和B3G(超第三代移动通信系统)通信系统需要更高的无线容量。多用户检测技术是码分多址(CDMA)系统的关键技术之一。该技术利用CDMA系统接收端的结构化信息,可以减少多址干扰(MAI)和码间干扰(ISI),也可以在存在多用户信号的情况下实现信息解调。本文提出了一种新的多用户检测技术——模拟退火遗传算法。该算法将模拟退火算法应用于遗传算法。首先给出初始群,然后利用遗传算法使搜索逐渐收敛到可行的全局最优解或次最优解,然后利用模拟退火算法进行局部优化。仿真结果表明,所提出的多用户检测器接近最优检测器,且在抗mai和抗isi性能上优于传统检测器。
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引用次数: 6
Research on Dimension Parameter and Constraint Relations of Variant Product Based on Assembly Connection 基于装配连接的变型产品尺寸参数及约束关系研究
Weiping Shao, Y. Hao, Pengfei Zeng, Chunyan Wang
In product configuration of mass customization, sometimes it’s necessary to modify some dimensions of product modules, how to ravel the affection relation of modules’ dimension is the key of precision and efficiency of product configuration. In order to research parameter transfer path and build the parameter transfer method, variant parameters is classified and parameter association relations between parts are analyzed based on assembly connection in product. Parameter constraint relations also presented for variant design. Finally, parameter transfer model is put forward.
在大规模定制的产品配置中,有时需要修改产品模块的某些尺寸,如何理清模块尺寸之间的影响关系是产品配置精度和效率的关键。为了研究参数传递路径,建立参数传递方法,基于产品的装配连接,对变型参数进行了分类,分析了零件之间的参数关联关系。给出了变型设计的参数约束关系。最后,提出了参数传递模型。
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引用次数: 1
Design and Analysis of a Typical Fuzzy Controller with General Linear Membership Function 具有一般线性隶属函数的典型模糊控制器的设计与分析
Weihua Huang, Kang-ling Fang, Zheng Zhang
Based on the analytical structure of a typical fuzzy controller with sum-product operators, gravity of center defuzzifier and single point output, the default of trapezoid membership function is analyzed in detail, and then a new kind of membership function called general linear membership function (abbr. GLMF) is designed in the paper. GLMF includes characters of triangle and trapezoid shaped membership function which are widely used in practical application. With the derivation of analytical structure of fuzzy controller with GLMF, It is proved that the fuzzy controller is the sum of a global two-dimensional multilevel relay and a local nonlinear PI or PD controller with nonlinear gain. Finally, a typical single inverted pendulum system is used in simulation to manifest the effectiveness of the design.
本文在典型的和积算子、中心消模糊器重力和单点输出模糊控制器的解析结构基础上,详细分析了梯形隶属函数的默认值,并设计了一种新的隶属函数——一般线性隶属函数(GLMF)。GLMF包含三角形和梯形隶属函数的特征,在实际应用中得到了广泛的应用。通过对模糊控制器的解析结构的推导,证明了模糊控制器是全局二维多电平继电器和具有非线性增益的局部非线性PI或PD控制器的和。最后,以一个典型的单倒立摆系统为例进行了仿真,验证了该设计的有效性。
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引用次数: 0
期刊
2010 Third International Conference on Intelligent Networks and Intelligent Systems
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