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Background initialization with a new robust statistical approach

Background initialization with a new robust statistical appr...

引用

2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, VS-PETS

作者： Wang, Hanzi Suter, David Institute for Vision System Engineering Department of Electrical. and Computer Systems Engineering Monash University Clayton Vic. 3800 Australia

ISBN: (纸本)0780394240

Initializing a background model requires robust statistical methods as the task should be robust against random occurrences of foreground objects, as well as against general image noise. The Median has been employed for the problem of background initialization. However, the Median has only a breakdown point of 50%. In this paper, we propose a new robust method which can tolerate more than 50% of noise and foreground pixels in the background initialization process. We compare our new method with five others and give quantitative evaluations on background initialization. Experiments show that the proposed method achieves very promising results in background initialization. ©2005 IEEE.

关键词： Space surveillance

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Distributed service performance management based on linear regression and genetic programming

Distributed service performance management based on linear r...

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International Conference on Machine Learning and Cybernetics, ICMLC 2005

作者： Chen, Jing Li, Zeng-Zhi Liao, Zhi-Gang Wang, Yun-Lan Telecommunication Engineering Institute Air Force Engineering University Xi'an 710077 China Institute of Computer System Architecture and Network Xi'an Jiaotong University Xi'an 710049 China Center for High Performance Computing Northwestern Polytechnical University Xi'an 710072 China

ISBN: (纸本)078039092X

An architecture for online discovery quantitative models system of service performance management was proposed. The system was capable of constructing the quantitative models without prior knowledge of the managed elements. The model can be updated continuously in response to the changes made in provider configurations and the evolution of business demands. Due to the existence of strong correlation between the distributed service metrics and response times, a linear and a hyper- linear quantitative models are constructed, which respectively use the stepwise multiple linear regression and genetic programming algorithms. The simulation results show that the effectiveness of quantitative model constructing system and model constructing algorithms. © 2005 IEEE.

关键词： Online systems

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Background initialization with a new robust statistical approach

Background initialization with a new robust statistical appr...

引用

Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance

作者： Hanzi Wang D. Suter Institute for Vision System Engineering Department of . Electrical. and Computer Systems Engineering Monash University Clayton VIC Australia

Initializing a background model requires robust statistical methods as the task should be robust against random occurrences of foreground objects, as well as against general image noise. The median has been employed for the problem of background initialization. However, the median has only a breakdown point of 50%. In this paper, we propose a new robust method which can tolerate more than 50% of noise and foreground pixels in the background initialization process. We compare our new method with five others and give quantitative evaluations on background initialization. Experiments show that the proposed method achieves very promising results in background initialization.

关键词： Noise robustness Layout Background noise systems engineering and theory Training data Machine vision Australia Statistical analysis Electric breakdown Tracking

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Non-parametric ML channel estimator and detector for OFDM

Non-parametric ML channel estimator and detector for OFDM

引用

13th European Signal Processing Conference, EUSIPCO 2005

作者： Bhatia, Vimal Mulgrew, Bernard Falconer, David D. Institute for Digital Communications School of Engineering and Electronics University of Edinburgh Edinburgh EH9 3JL United Kingdom Broadband Communications and Wireless System Department of Systems and Computer Engineering Carleton University Ottawa ON K1S 5B6 Canada

ISBN: (纸本)1604238216

A maximum-likelihood channel estimator for the orthogonal frequency division multiplexing (OFDM) communication environments, in presence of interference is discussed here. We study a training based scenario, where the channel is estimated based on pilots that precede the transmission of the information. To reduce the number of estimation parameters, we estimate the channel iteratively in timedomain. Since interference from other users provides no useful information we do not estimate parameters of the interference and neither we neglect the affect of the interference instead interference along with Gaussian noise is perceived as non-Gaussian noise. The algorithm assumes no apriori knowledge about the interfering channel and signal at the receiver, further no-assumption on the statistical properties of the interferer is assumed which makes this algorithm robust. The estimated channel information along with the estimated distribution are then utilized to equalize the subsequent data blocks.

关键词： Orthogonal frequency division multiplexing

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Towards a Framework and a Design Methodology for Autonomic SoC

Towards a Framework and a Design Methodology for Autonomic S...

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International Conference on Autonomic Computing (ICAC)

作者： G. Lipsa A. Herkersdorf W. Rosenstiel O. Bringmann W. Stechele Microelectronic System Design FZI Karlsruhe Germany Institute for Integrated Systems Technical University Munich Germany Department of Computer Engineering University of Tubingen Germany

This paper proposes autonomic or organic computing principles to be applied to hardware design methods for future SoC solutions. Incorporating self-calibration, fault tolerance or even self-healing concepts into integrated circuit systems represents a major conceptual shift, which requires new design processes and tools. In the future, guarantee of functional correctness at the chip level includes self configuration of adaptable components and flexible interfaces supporting a flexible component composition within complex SoC systems

关键词： Design methodology Hardware Fault tolerant systems Temperature Frequency Switches Libraries Microelectronics Design engineering Process design

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Distributed Service Performance Management Based on Linear Regression and Genetic Programming

Distributed Service Performance Management Based on Linear R...

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International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Jing Chen Zeng-Zhi Li Zhi-Gang Liao Yun-Lan Wang Telecommunication Engineering Institute Air Force Engineering University Xi'an China Institute of Computer System Architecture & Network Xi'an Jiaotong University Xi'an China Center for High Performance Computing Northwestern Polytechnical University Xi'an China

An architecture for online discovery quantitative models system of service performance management was proposed. The system was capable of constructing the quantitative models without prior knowledge of the managed elements. The model can be updated continuously in response to the changes made in provider configurations and the evolution of business demands. Due to the existence of strong correlation between the distributed service metrics and response times, a linear and a hyper-linear quantitative models are constructed, which respectively use the stepwise multiple linear regression and genetic programming algorithms. The simulation results show that the effectiveness of quantitative model constructing system and model constructing algorithms.

关键词： Linear regression Genetic programming Delay Prototypes computer network management Telecommunication network management engineering management Genetic engineering High performance computing computer architecture

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Development of the balloon-cable driven robot for information collection from sky and proposal of the search strategy at a major disaster

Development of the balloon-cable driven robot for informatio...

引用

IEEE/ASME (AIM) International Conference on Advanced Intelligent Mechatronics

作者： F. Takemura M. Enomoto T. Tanaka K. Denou Y. Kobayashi S. Tadokoro International Rescue System Institute Kobe Japan Department of Computer and Systems Engineering Kobe University Kobe Japan Graduate School of Information Sciences University of Tohoku Sendai Japan

At large-scale urban earthquake disaster, the human search and the information collection are the most important process of rescue activities. This research develops the balloon-cable driven robot for information acquisition from sky at crushed structures at landslide caused by huge earthquake. The balloon, which hangs up several sensors (sensor unit, SU), uses "a natural shape balloon". Three cables are connected to the SU, and the balloon with sensors is driven by expansion and contraction of the cables length. Moreover, we propose the human search system by electromagnetic waves. Recently, a lot of people have cellphones or mobile devices. Our proposing search system is the position of a human body using this robot with the electromagnetic waves coming from the direction finder (ESPAR antenna). This paper describes the usefulness of the human body searching strategy by several experimental results

关键词： Proposals Humans Earthquakes Robot sensing systems Cables Electromagnetic scattering Large-scale systems Terrain factors Shape Cellular phones

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Distributed Web-based Measurement system

Distributed Web-based Measurement System

引用

IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing systems: Technology and Applications

作者： Volodymyr Hrusha Olexandr Osolinskiy Pasquale Daponte Domenico Grimaldi Roman Kochan Anatoly Sachenko Iryna Turchenko Research Institute of Intelligent Computer Systems Ternopil State Economic University Temopil Ukraine Department of Engineering University of Sannio Benevento Italy Dept. of Electronics Computer and System Sciences Univ. of Calabria Rende Italy

architecture of the Web-based measurement system is proposed in this paper. The prototype of this system is developed using LabView and Perl. There is implemented the http-protocol for interaction between the nodes of... 详细信息

关键词： Control systems Internet Medical control systems Educational technology Laboratories Licenses Network servers Data acquisition Distributed computing Application software

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The ISI and the CTW

引用

Cognition, Technology & Work 2005年第1期7卷 1-2页

作者： Hollnagel, Erik Cacciabue, Pietro C. Department of Computer and Information Science Cognitive Systems Engineering Laboratory (CSELAB) University of Linköping Linköping Sweden EC Joint Research Centre Institute for System Informatics and Safety Human Factors Sector Ispra (VA) Italy

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Electricity market design: An integrated approach to reliability assurance

Electricity market design: An integrated approach to reliabi...

引用

作者： Chow, Joe H. De Mello, Robert W. Cheung, Kwok W. IEEE United States Rensselaer Polytechnic Institute Troy NY 12180 United States New York Independent System Operator Schenectady NY 12303 United States AREVA TandD Bellevue WA 98004 United States Rensselaer Polytechnic Institute United States Department of Electrical Computer and Systems Engineering United States NYISO United States Tau Beta Pi United States Eta Kappa Nu United States AREVA TandD Inc. Bellevue WA United States AREVA's Market Management Systems

system reliability is an integral part of a properly designed deregulated electricity market, even though wholesale energy prices are its most visible piece. This paper discusses the resources, collectively known as the ancillary services, in a power system for maintaining reliability. It then discusses an integrated approach in systematically determining and securing the needed ancillary services and system configuration across multiple time spans, culminating in the cooptimization of energy and ancillary services for security-constrained generator unit commitment in the day-ahead market and security-constrained economic dispatch of the generators in real-time operation. The paper also provides a summary of the ancillary services market in several U.S. power markets and proposes several technical issues for further discussion and research. © 2005 IEEE.

关键词： Electricity

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