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Prediction of Road Traffic Accidents Loss Using Improved Wavelet Neural Network

Prediction of Road Traffic Accidents Loss Using Improved Wav...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Sheng Li Dongmei Zhao Institute of Intelligent Information Engineering School of Economics & Management Zhejiang University Southwest Jiaotong University Yugu Road, Hangzhou, 310027 Erhuan Road,Chengdu, 610031

In this paper, based on the wavelet transformtheory, a wavelet network is established as an alternative tofeedforward neural network for approximating arbitrarynonlinear function and an algorithm of back-propagationtype is proposed for wavelet network learning. Moreover, byusing principal component analysis, the major impactfactors are selected, and the relationships among accidentnumber, people death, people injury and accidents loss aresystematically analyzed and modeled to predict road trafficaccidents loss using wavelet neural network. Theexperimental results show that the wavelet network hassuch properties as simple structure of network, fastconvergence and strong function approximation ability andprovides a new prediction approach for traffic accidentsloss.

关键词： Wavelet Prediction of Road Traffic Accidents Loss Using Improved Wavelet Neural Network

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Performance of TFRC for Multimedia Services with Bandwidth Guarantee

Performance of TFRC for Multimedia Services with Bandwidth G...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Le Chunhui He Jianhua Liu Wei Yang Zongkai Department of Electronics and Information Engineering. Huazhong University of Science and Technology Wuhan, China, 430074

-Multimedia is more and more popular in theInternet. However, the largest issue for the success of futuremultimedia applications is the provision of quality guarantee. Inthis paper, the performance of a possible framework composedof TFRC transport protocol and RIO queuing mechanism forquality guarantee of multimedia applications is *** focus on the fairness comparison of the RIOamong TCP flows and TFRC flows with four loss event rateestimate algorithms. It's observed that RIO has bias against TCPflows in some cases. Based on the observation we furtherexplore the impact of RIO parameters on the fairness of TFRCflows and TCP flows. It's observed that in the case of RIO withconservative parameters, there is a higher fairness for TCP flowsand TFRC flows.

关键词： Performance of TFRC for Multimedia Services with Bandwidth Guarantee

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FUZZY LOGIC CONTROL IN AUTONOMOUS ROV NAVIGATION

FUZZY LOGIC CONTROL IN AUTONOMOUS ROV NAVIGATION

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： DAI Ju ZHAO Xiaoguang TAN Min Shandong University of Science and Technology, Jinan China, 250031 Institute of Automation, Chinese Academy of Sciences, Beijing China, 100080

In the current research on mobile robotics, thedevelopment of techniques for autonomous navigationconstitutes one of the major trends. In this paper, we discuss howfuzzy logic has been used in the underwater robotROY(Remotely Operated Vehicles) to control autonomousnavigation. A method, which represents the states of ROV andlocal environmental information where the ROV move in 3Dspace to multi-fuzzy condition, is proposed, and builds athree-layers fuzzy controller based on ROV navigation *** method has been validated in 3D space simulation. The useof the fuzzy logic has resulted in smooth motion control, robustperformance in sonar data and principles integration betweendifferent lavers of control.

关键词： fuzzy control autonomous navigation ROV

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Optimum Design of Subband Coder for a First Order Autoregressive Process

Optimum Design of Subband Coder for a First Order Autoregres...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Mohsen Ashourian Sheikh Hussain S.Salleh Faculty of engineering Azad university of Iran.Mailesi Branch Esfahan Iran Faculty of engineering Azad university of Iran.Mailesi Branch Esfahan Iran Faculty of engineering Azad university of Iran.Mailesi Branch Esfahan Iran

This paper provides a method for analysis and designof subband coder with involving quantization effect. A jointoptimization method for design of filter banks and relateddithered quantizers by using time-domain formulation isproposed. To show the effectiveness of design method, theoptimum filters are calculated for a first order autoregressiveprocess in a paraunitary filter bank and results are compared witha non-modified subband coder. Experiments show that byappreciate choice of synthesis filter bank, it would be possible toreplace signal-dependent artifacts with signal-independent whitenoise and also reduce the mean square error of reconstructionsignal.

关键词： Subband Coding Dithering Quantization

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An Efficient Secure Group Signature Scheme

An Efficient Secure Group Signature Scheme

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Shi Rong-Hua Department of Computer Science and Technology, Central South University, Changsha, 410075

Group signatures allow individual members tomake signatures on behalf of the group while *** previously proposed schemes are not very efficientand are also not to secure. In this paper, we propose anew group signature schemes based on the discretelogarithm. The scheme preserves the main meritsinherent in previously proposed schemes, and solvesthe anonymity problem. In the scheme, even though thegroup authority announces some additional informationto provide verifier with confirmation of the identity ofthe signer, the anonymity of this signer will bemaintained in the other group signatures, and the groupauthority need not renew any of the keys of this *** reason is that announced information is onlyprovided in order to identify the specific groupsignature.

关键词： Group signature Group authority Anonymity The discrete logarithm

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Filter design of restraining over-voltage and bearing current in induction motor fed by PWM inverter

Filter design of restraining over-voltage and bearing curren...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： LV Chuan TAMAI Shinzo Department of Electrical Engineering.Tsinghua University Beijing China 100084 Mitsubishi Electric Co.IES Laboratory Amagasaki City Hyogo 661-8661 Japan

PWM-inverter-induction-motor systemwill produce the over-voltage at the motor side and thesterengthening of bearing current. R-C filter installed atthe motor side is an effective method for restrainingthe over voltage and bearing current. The method ofchoosing the parameters of filter is presented in thepaper The results of the simulatons and experimentsdisplayed in the paper proved the validity of the abovemethod. The paper presented a simulation procedure,which can consider the mutual inductance and themutual capacitance of the cables, and the test resultsof impedance frequency characteristic of several setsof induction motor.

关键词： PWM inverter Induction motor Over voltage Bearing current R-C filter

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Adaptive Neural Networks-Fuzzy Reasoning Information Fusion System

Adaptive Neural Networks-Fuzzy Reasoning Information Fusion ...

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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： Sun Qingwei Wu Zhilu Quan Taifan Department of Electronics and Communication Engineering Harbin Institute of Technology, Harbin, 150001, China

This paper presents an adaptive neuralnetworks-fuzzy reasoning information fusion systemwhich is employed to decrease the influence of theuncertainty of sensor state on fusion performanceunder complex environment. The model consists ofconfidence estimator, fusing weight knowledge baseand weighted fusion. When utilizing the new model,we can obtain the confidence of each sensor and thereliable fusion data with an adaptive syntheticalcomputation of sensor state, sensor detection precisionand track filtering error based on the techniques ofneural networks, fuzzy reasoning and knowledge *** simulation results show that the new fusion modelis obviously advantageous compared with theconventional Kalman weighted fusion.

关键词： ANFIS Fusion Fuzzy Adaptive Neural Networks-Fuzzy Reasoning Information Fusion System

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Numerical Simulation and Analysis of Voltage Controlling N+-N-P+ Model For BJMOSFET's DC Cbaracteristics

Numerical Simulation and Analysis of Voltage Controlling N+-...

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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： Xiangliang Jin Jie Chen Yun Zeng Microelectronics R&D Center of the Chinese Academy of Sciences, Beijing, China, 100029 Department of Applied physics, Hunan University, ChanSha, China, 410082

A new power device, the Bipolar JunctionMatal-Oxide-Semiconductor Field Effect Transistors（BJMOSFET）, has been proposed. Based on thenumericai and analytical method, the voltage controllingN-N-P model for BJMOSFET's DC characteristics hasbeen obtained. Appling the software package ofMathematic, we have simulated both the voltage transferand the voltage output characteristically graphs ofBJMOSFET. Simulation results indicate that theBJMOSFET has a larger current density about 30-40%than the power MOSFET under the same operatingconditions and structure parameters, only that thethreshold voltage increases a little.

关键词： Power Device Bipolar Voltage controlling Numerical analysis

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A TDD-CDMA MAC protocol for Multimedia Traffic

A TDD-CDMA MAC protocol for Multimedia Traffic

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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： Kah-Seng Chung School of Electrical and Computer Engineering Curtin University of Technology Perth Australia

The proposed protocol, Code Grouping Multiple Access(CGMA),partitions mobile users into virtual code groups toenhance channel utilization for multimedia traffic in a TDD-CDMA environment. CGMA performance has previouslybeen evaluated for both error free and error prone uplinkchannels [1]. It has been shown that CGMA allocates channelresources more fairly to mobiles while guaranteeing QoS forvoice service in comparison to reservation protocol such asfirst come first serve algorithm. In this paper, the delayperformance of CGMA and its fairness in resourcedistribution are evaluated assuming both uplink and downlinkerrors. Simulation results confirm that CGMA provides fairresource allocation under both error free as well as withuplink/downlink channel errors.

关键词： TDD-CDMA MAC protocol Fairness QoS guarantee in error prone channel

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BER Bounds of a Trellis Coded GMSK Signal

BER Bounds of a Trellis Coded GMSK Signal

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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： Manora Caldera Kah-SengChung The author was previously with the School of Electrical and Computer Engineering Curtin University of Technology Australia. Australian Telecommunications Cooperative Research Centre and Curtin University of Technology GPO Box U 1987 Perth. WA 6845 Anstralia

In this paper, the error bounds for trellis codedmodulation, formed by combining rate-1/2 convolution coding andGMSK （B T = 0.3）, are presented for an additive white Gaussiannoise （AWGN） channel as well as a channel suffering fromamplitude fading. In the derivations, a Viterbi decoder is used toselect the most likely transmitted sequence. The bounds obtainedfor the AWGN channel are tight to within 2.5 dB for the cods [3,1].Computer simulations have also been carried out to verify theanalytical bounds over AWGN, and frequency-flat fading *** results over AWGN fall within ldB of the theoreticallower bound.

关键词： BER Bounds of a Trellis Coded GMSK Signal

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