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Priority Ordered BP Neural Network and the Application for Speaker Identification

Priority Ordered BP Neural Network and the Application for S...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Deng Haojiang Du Limin Wang Shoujue SITR Institute of Acoustics, Chinese Academy of Science Institute of Semiconductors Chinese Academy of Science

The Back propagation Neural Network (BPNN) has beenresearched and applied so broadly,to solve the problem that thetraining time of Back propagation network can be excessive, thestructure and training algorithm of priority ordered BP neuralnetworks are proposed. The neurons of its output layer havepriority ordered interconnections, during the training course, thetraining data tailed off gradually, so the algorithm may convergerapidly because of the decrease of the complexity ofperformance function. Compared with the conventional BPNN,the total iterative epochs of priority ordered BPNN are far lowerand the performance function can converge more rapidly in atext-independent speaker identification task.

关键词： net Priority Ordered BP Neural Network and the Application for Speaker Identification

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Accelerating SVM on Large Scale Regression Problem

Accelerating SVM on Large Scale Regression Problem

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： Liu Yongping Qiu Dongtao Department of Applied Mathematics, South China University of Technology, Guang Zhou, China, 510641

Support Vector Machine(SVM) is a newgeneration learning system based on recent ad-vances in statistical learning theory. Thereare evidences showing that SVMs can deliverstate-of-the art performance in real-world ap-plication such as text categorisation, hand-written character reconition, image classifica-tion, biosequence analysis, etc. In this pa-per, we investigated the large scale regressionproblem by using SVMs, but instead of solvingquadratic programming slowly we try to accel-erate the regression speed by linear program-ming formulation using 1-norm or ∞-norm forthe model *** exper-iments show the linear programming gives usvery good performance without deterioratingthe results.

关键词： Support Vector Machines Regression Data Mining

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A Floating-Point All Hardware Self-Tuning Regulator for Second Order Systems

A Floating-Point All Hardware Self-Tuning Regulator for Seco...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Zoran Salcic Sing KiongNguang Department of Electrical & Electronic Engineering The University of Auckland Private Bag 92019 Auckland New Zealand Department of Electrical & Electronic Engineering The University of Auckland Private Bag 92019 Auckland New Zealand

Self-tuning regulators (STR) with on lineRecursive Least Square (RLS) estimation is a promisingadaptive control strategy. In this paper its pure hardwareimplementation for second order systems using floating-point dedicated and parameterized arithmetic is *** combines a system parameter estimator, controllerdesign circuit and controller in a single-chip Field-Programmable Logic device (FPLD) implementa-tion. Thedesign is verified with real experiments using a newtestbed which includes a suite of tools for rapid systemprototyping of STRs.

关键词： A Floating-Point All Hardware Self-Tuning Regulator for Second Order Systems Section

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ROBUST WATERMARKING SCHEME WITH SIDE INFORMATION

ROBUST WATERMARKING SCHEME WITH SIDE INFORMATION

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： GUO Jie SHI Pengfei Institute of Image Processing and Pattern Recognition, Shanghai Jiaotong University, Shanghai 200030, China

Digital watermarks have been proposed for thecopyright protections of multimedia products. Mostschemes were performed primarily for fidelityconsiderations, and not specifically to improve thedetector performance. In this paper, a robust and blindwatermarking scheme is presented. The concept ofcommunication with side information was applied at theencoder to improve the probability of detection withinacceptable fidelity, and the template matching techniquewas employed to estimate the undergone attacks inattacking channel. This scheme is optimized by theoptimal design of the encoder to match with the mediacontent and the decoder to adapt to the attack channelstate. Experiments show that our method is robust againstsome common attacks such as filtering, compression,rotation, scale, and translation. It can be applied to bothcolor and gray image.

关键词： watermarking side information template matching

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A NOVEL APPROACH FOR DETECTING HUMAN FACE WITH VARIOUS POSES

A NOVEL APPROACH FOR DETECTING HUMAN FACE WITH VARIOUS POSES

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Zhiming Liu Zhonglin Chen Xin He Jiliu Zhou Guoqing Xiong College of Electronic Information,Sichuan University, Chengdu, 610064, China.Telecommunication Station, West China Medical School,Sichuan University, Chengdu, 610064, China.

This paper describes a novel approach to detect therough face and facial feature regions with various posesin gray intensity image. Using the eye edge informationand gray distribution, an energy function is designed toevaluate whether the current rectangle in image colltainsthe eye region or *** on the extracted eye region,the potential mouth region is evaluated whethercontaining a mouth by using some rules. Geneticalgorithm is used to perform search process in the wholeinput image according to the value of energy *** results show that the proposed approach isfast and reliable.

关键词： Face recognition Face detection GA

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Remote-Control Experiment Research for CSTR System Using CMAC in the LAN

Remote-Control Experiment Research for CSTR System Using CMA...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： Pang Wenyao Luo Xiaoping Jiang Jingping Electric Engineering College of Zhejiang University, Hangzhou, China, 310027

CSTR is a sort of broad-using reactor inpolyreaction industry. The former experiment method canonly control the equipment on native computer using PID orbang-bang arithmetic. A new network-control method is putforward in this paper. The program uses Winsock module andinserts assembling language in the bottom layer to control theequipment on the server computer using CMAC. On eachclient computer in the LAN it can realize off-line simulation,on-line data sampling, control command sending and real-time graph monitoring. The method realizes remote intelligentcontrol in large-scale and enhances the equipment efficiencyand experiment effect.

关键词： remote-control CSTR CMAC Winsock

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STRATEGIES FOR QUERY LOCALIZATION IN AD HOC ON DEMAND DISTANCE VECTOR ROUTING

STRATEGIES FOR QUERY LOCALIZATION IN AD HOC ON DEMAND DISTAN...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： Nupur Kothari Vartika Bhandari Dheeraj Sanghi Department of Computer Science and Engineering Indian Institute of Technology Kanpur INDIA Department of Computer Science and Engineering Indian Institute of Technology Kanpur INDIA Department of Computer Science and Engineering Indian Institute of Technology Kanpur INDIA

Query localization is a recently proposed extension foron-demand routing protocols, which reduces overheads ofroute discovery. It has been found effective for DSR. How-ever,for distributed protocols like AODV,numerous issuesneed to be examined. This paper focuses on strategies forimplementing Query Localization in AODV by using cachesto maintain recent routing history in a distributed *** also present results of simulations that justify addingquery localization to AODV.

关键词： STRATEGIES FOR QUERY LOCALIZATION IN AD HOC ON DEMAND DISTANCE VECTOR ROUTING

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Non-model Control Scheme for Industrial Processes with Uncertain Time Delay

Non-model Control Scheme for Industrial Processes with Uncer...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： TONG Qingyi YAN Gangfeng College of Electrical Engineering, Zhejiang University,Hangzhou 310027 China

In this paper a new control scheme for uncertaintime-delay systems is put forward, in which the precise model ofthe plant is not necessary. The time delay term is taken outside thecharacteristic equation of the closed-loop transfer function. Anyvariation of time deley doesn't influence the system's dynamicperformance and the steady state. And the change of the process'parameters doesn't influence the stability of the system. Theparameters of the controller, adopted as PI controller,don't needadjust frequently so that it is easy to control the system in *** simulations show that the proposed scheme is superiorto the Smith predictor in the presence of large uncertainty inprocess dynamics.

关键词： DCS Non-model Control Scheme for Industrial Processes with Uncertain Time Delay

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A DISTRIBUTED ENVIRONMENT FOR EFFECTIVE INTERNET SEARCH USING INTELLIGENT PERSONAL AGENT AND DISTRIBUTED KNOWLEDGE BASE

A DISTRIBUTED ENVIRONMENT FOR EFFECTIVE INTERNET SEARCH USIN...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Pornpit WONGTHONGTHAM Mathematics Department.Science Faculty Naresuan University Muang Phitsanulok Thailand 65000

With the rapid increase in the availableinformation over the Internet, it is important to developan efficient search and retrieval mechanism. In particular,the use of distributed search will be beneficial to manyusers. This paper presents two proposals to implementsuch approach. The first one is based on an intelligentpersonal agent to assist in finding pages relevant to thebehavior and characteristics of the user. Secondly,distributed knowledge base situated across the networkwill lighten the query-processing loads. Distributedknowledge bases on separate issues located at differentservers can be treated as integrated domain *** integrated knowledge is then used in an inferenceprocess at the main server. In this paper, the technicalissues on the above model will be addressed.

关键词： Distributed knowledge base Intelligent personal agent

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DESIGN OF MULTI-PHASE DC-DC CONVERTER WITH MASTER-SLAVE CURRENT SHARING CONTROL

DESIGN OF MULTI-PHASE DC-DC CONVERTER WITH MASTER-SLAVE CURR...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： GUO Guoyong SHI Bingxue Institute of Microelectronics, Tsinghua University, Beijing China 100084

A novel multi-phase PWM DC-DCconverter is designed, in order to solve the problem ofmeeting the power supply requirments of the newgeneration microprocessor which requires 40-100Acurrents,lower voltage and bette current transientresponse. In multi-phase converter, how to balancethe currents in each phase is most important, andmaster-slave current sharing is an effective way. Themulti-phase converter,by distributing the power andload current results in smaller and lower cost transistorwith fewer input and output capacitors. It meets thespecifications of Intol's VRM9.0 design guideline forthe power supply of high-performance Pentium IVcentral processing units.

关键词： multi-phase master-slave current sharing

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