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Optical satellite networks

Optical satellite networks

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Optical Fiber Communication (OFC) Conference

作者： V.W.S. Chan Department of Electrical Engineering & Computer Science Laboratory for Information and Decision Systems

With high-speed space optical crosslinks, an optical satellite network as part of a larger integrated space-terrestrial network is now feasible. This radical technology building block can have profound transforming ef... 详细信息

ISBN: (纸本)1557527849

关键词： Optical fiber networks Satellites Space technology High speed optical techniques Optical sensors Optical network units Integrated optics computer architecture Space exploration Optical fiber communication

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A comparison of PSO and backpropagation for training RBF neural networks for identification of a power system with statcom

A comparison of PSO and backpropagation for training RBF neu...

引用

2005 IEEE Swarm Intelligence Symposium, SIS 2005

作者： Mohaghegi, Salman Del Valle, Yamille Venayagamoorthy, Ganesh K. Harley, Ronald G. School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA 30332-0250 United States Real-Time Power and Intelligent Systems Laboratory Department of Electrical and Computer Engineering University of Missouri Rolla MO 65409-0249 United States University of KwaZulu Natal South Africa

ISBN: (纸本)0780389166

Backpropagation algorithm is the most commonly used algorithm for training artificial neural networks. While being a straightforward procedure, it suffers from extensive computations, relatively slow convergence speed and possible divergence for certain conditions. The efficiency of this method as the training algorithm of a Radial Basis Function Neural Network (RBFN) is compared with that of Particle Swarm Optimization, for neural network based identification of a small power system with a Static Compensator. The comparison of the two methods is based on the convergence speed and robustness of each method. © 2005 IEEE.

关键词： Radial basis function networks

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Modeling layout effects for sensitivity-based analog circuit optimization

Modeling layout effects for sensitivity-based analog circuit...

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IEEE International Symposium on Quality Electronic Design

作者： H.H.Y. Chan Z. Zilic Department of Computer and Electrical Engineering Microelectronics and Computer Systems Laboratory Montreal QUE Canada

Successful deep-submicron designs require significant computation resources for thorough signal and design integrity analysis. Rising quality expectations and shortening time-to-market requirements present additional challenges for design closure. Conventional analog circuit optimizers are efficient in circuit analysis and optimization. Due to recent promising results, designers are beginning to adopt automated physical synthesis in their condensed development cycles in order to improve their prototyping efficiency. For high-performance circuit optimization, idealized performance as well as parasitic data should also be considered. This paper presents an effective framework to incorporate parasitic effects into a sensitivity-based circuit optimization tool. To relieve the physical synthesis bottleneck, estimations of parasitic values based on past extraction results are made during incremental design changes. Sensitivities of the performance impact can then be computed efficiently. As a result physical performance can be optimized using available optimizer and synthesis tools without the need of a priori expert rules, knowledge or cell libraries.

关键词： Analog circuits Circuit synthesis Signal design Circuit optimization Signal analysis Time to market Circuit analysis Signal synthesis Prototypes Data mining

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An adaptive mamdani fuzzy logic based controller for a static compensator in a multimachine power system

An adaptive mamdani fuzzy logic based controller for a stati...

引用

13th International Conference on Intelligent systems Application to Power systems, ISAP'05

作者： Mohagheghi, S. Venayagamoorthy, G.K. Harley, R.G. IEEE School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA 30332-0250 United States Real-Time Power and Intelligent Systems Laboratory Department of Electrical and Computer Engineering University of Missouri-Rolla MO 65409-0249 United States University of KwaZulu-Natal South Africa

ISBN: (纸本)1599750287

An adaptive Mamdani based fuzzy logic controller has been designed for controlling a Static Compensator (STATCOM) in a multimachine power system. Such a controller does not need any prior knowledge of the plant to be controlled and can efficiently control a STATCOM during different disturbances in the network. A model free approach using the controller output error is applied for training purposes that adaptively changes the controller output parameters based on a gradient descent method. Moreover, shrinking span membership functions are used for a more stable and accurate control performance. Simulation results show that the proposed controller outperforms the conventional PI controller during dynamic and transient disturbances. © 2005 ISAP.

关键词： Programmable logic controllers

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Owl: Next generation system monitoring

Owl: Next generation system monitoring

引用

2005 Computing Frontiers Conference

作者： Schulz, Martin Lee, Hsien-Hsin S. White, Brian S. McKee, Sally A. Jeitner, Jürgen Center for Applied Scientific Computing Lawrence Livermore National Laboratory School of Electrical and Computer Engineering Georgia Institute of Technology Computer Systems Lab. Cornell University Department of Informatics Technische Universität München

ISBN: (纸本)1595930183

As microarchitectural and system complexity grows, comprehending system behavior becomes increasingly difficult, and often requires obtaining and sifting through voluminous event traces or coordinating results from multiple, non-localized sources. Owl is a proposed framework that overcomes limitations faced by traditional performance counters and monitoring facilities in dealing with such complexity by pervasively deploying programmable monitoring elements throughout a system. The design exploits reconfigurable or programmable logic to realize hardware monitors located at event sources, such as memory buses. These monitors run and writeback results autonomously with respect to the CPU, mitigating the system impact of interrupt-driven monitoring or the need to communicate irrelevant events to higher levels of the system. The monitors are designed to snoop any kind of system transaction, e.g., within the core, on a bus, across the wire, or within I/O devices. Copyright 2005 ACM.

关键词： Monitoring

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Real-time dual heuristic program-ming-based neurocontroller for a turbogenerator in a multimachine power system

Real-time dual heuristic program-ming-based neurocontroller ...

引用

作者： Venayagamoorthy, Ganesh K. Harle, Ronald G. Wunsch, Donald C. Real-Time Power and Intelligent Systems Laboratory University of Missouri Rolla MO 65409 United States Department of Electrical and Computer Engineering University of Missouri Rolla MO 65409 United States School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA 30332-0250 United States

Based on Dual Heuristic Programming (DHP), a real-time implementation of a neurocontroller for excitation and turbine control of a turbogenerator in a multimachine power system is presented. The feedback variables are completely based on local measurements. Simulation and real-time hardware implementation on a three-machine system demonstrate that the DHP neurocontroller is much more effective than conventional PID controllers, the automatic voltage regulator, power system stabilizer and the governor, for improving dynamic performance and stability under small and large disturbances. © 2005 CRL Publishing Ltd.

关键词： Heuristic programming

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High speed systems engineering: A new trent in electrical and computer engineering

High speed systems engineering: A new trent in electrical an...

引用

2005 ASEE Annual Conference and Exposition: The Changing Landscape of engineering and Technology Education in a Global World

作者： Mina, Mani Weber, Robert Somani, Arun K. VanderHorn, Nathan Bahuguna, Rashmi High Speed Systems Engineering Laboratory Department of Electrical and Computer Engineering Iowa State University United States Iowa State University United States Analog and Mixed-Signal VLSI Design Center United States

The main ideas and objectives of High Speed systems engineering (HSSE) are presented. HSSE is being used as integrating pedogogical and research platforms to train modern engineers and future researchers. The newly developed classes and the changes made in the curriculum is enhancing interaction between faculty, graduate and undergraduate students. A study shows that HSSE has been successful in encouraging students from all undergraduate levels to participate in learning and experimenting, also are encouraged to be involved in research and graduate studies.

关键词： systems engineering

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A dynamic recurrent neural network for wide area identification of a multimachine power system with a FACTS device

A dynamic recurrent neural network for wide area identificat...

引用

13th International Conference on Intelligent systems Application to Power systems, ISAP'05

作者： Mohagheghi, S. Venayagamoorthy, G.K. Harley, R.G. IEEE School of Electrical and Computer Engineering Georgia Institute of Technology Atlanta GA 30332-0250 United States Real-Time Power and Intelligent Systems Laboratory Department of Electrical and Computer Engineering University of Missouri Rolla MO 65409-0249 United States University of KwaZulu-Natal South Africa

ISBN: (纸本)1599750287

Multilayer perceptron and radial basis function neural networks have been traditionally used for plant identification in power systems applications of neural networks. While being efficient in tracking the plant dynamics in a relatively small system, their performance degrades as the dimensions of the plant to be identified are increased, for example in supervisory level identification of a multimachine power system for Wide Area Control purposes. Recurrent neural networks can deal with such a problem by modeling the system as a set of differential equations and with less order of complexity. Such a recurrent neural network identifier is designed and implemented for supervisory level identification of a multimachine power system with a FACTS device. Simulation results are provided to show that the neuroidentifier can track the system dynamics with sufficient accuracy. © 2005 ISAP.

关键词： Electric power systems

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Distributed mining of partial periodic patterns in sequences

Distributed mining of partial periodic patterns in sequences

引用

作者： Hsiao, Han-Wen Tsai, Meng-Shu Tsai, Jeffrey J. P. Department of Computer Science and Information Engineering Asia University Taiwan Taiwan Institute of Information Technology Asia University Taiwan Taiwan Department of Computer Science University of Illinois Chicago United States Taichung Healthcare and Management University Department of Computer Science and Information Engineering Department of Biotechnology and Bioinformatics Department of Electrical Engineering and Computer Science University of Illinois Chicago Distributed Real-Time Intelligent Systems Laboratory

It has been an important task of discovering frequent fragments as particular patterns from large sequence databases generated from a variety of applications. In general, the patterns to be discovered may partially and asynchronously exist in sequences, and even contain gaps. In addition, it is necessary to collect the information regarding the locations and frequencies of the patterns. How to enumerate candidate patterns for evaluation without exponentially increasing the computation is another problem. In this paper, the modified periodicity transform is proposed to meet the requirements mentioned above. Also, a distributed computing framework is implemented to perform the mining task more efficiently. Both synthetic and biological sequences are utilized to examine the approach. The experimental results demonstrate the efficiency and effectiveness the system.

关键词： Data mining

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Special low-order IIR filter bank design

Special low-order IIR filter bank design

引用

13th European Signal Processing Conference, EUSIPCO 2005

作者： Duan, Zhisheng Zhang, Jingxin Zhang, Cishen Mosca, Edoardo State Key Laboratory for Turbulence and Complex Systems Department of Mechanics and Engineering Science Peking University Beijing 100871 China Department of Electrical and Computer Systems Engineering Monash University Claydon VIC 3800 Australia School of Electrical and Electronic Engineering Nanyang Technological University Singapore Singapore Dipartimento di Sistemi e Informatica Universitá di Firenze Italy

ISBN: (纸本)1604238216

The model matching problem minR(z)W(z)-R(z)E(z) involved in multirate filter banks design is addressed. A method is presented to design the synthesis filter bank R(z) with the order of W(z) which is the polyphase representation of the time delay of the reconstructed signal. The existence conditions of such low-order R(z) are given in linear matrix inequalities (LMIs). The corresponding H2 model matching problem is solved in the same fashion. The results are illustrated through examples. Examples demonstrate the possibility of improving signal reconstruction error and reducing the order of synthesis filters simultaneously by increasing moderately time delay.

关键词： Time delay

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