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Cardiovascular disease risk detection using modified T-S fuzzy neural networks

Cardiovascular disease risk detection using modified T-S fuz...

引用

International Conference on computer and Automation engineering, ICCAE

作者： Jun Shi Booma Devi Sekar Ming Chui Dong Wai Kei Lei Dept. of EEE University of Macau Macau S.A.R China Institute of Systems and Computer Engineering Macau S.A.R China

ISBN: (纸本)9781424455690

For the goal of cardiovascular disease risk detection, the statistic analysis is used to reduce the dimension of feature space and normalize each input feature; the modified Takagi-Sugeno model fuzzy neural networks are applied to realize the nonlinear mapping relationship between hemodynamic parameters and conclusions, which does not require predefining rules and subjective defuzzification. The preliminary testing results prove that the proposed method is promising for e-home healthcare usage.

关键词： Cardiovascular diseases Fuzzy neural networks Medical diagnostic imaging Fuzzy logic Testing Medical services Cardiac disease Input variables Space technology Statistical analysis

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An FPGA implementation of real-time retinex video image enhancement

An FPGA implementation of real-time retinex video image enha...

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作者： Tsutsui, Hiroshi Nakamura, Hideyuki Hashimoto, Ryoji Okuhata, Hiroyuki Onoye, Takao Dept. of Communications and Computer Engineering Graduate School of Informatics Kyoto University Yoshida Honmachi Sakyo Kyoto 606-8501 Japan Dept. of Information Systems Engineering Graduate School of Information Science and Technology Osaka University 1-5 Yamadaoka Suita Osaka 565-0871 Japan Synthesis Corporation Awajimachi TC Bldg. Awajimachi 2-6-9 Chuo-ku Osaka 541-0047 Japan

ISBN: (纸本)9781424496730

In this paper, we present an FPGA implementation of real-time Retinex video image enhancement. Our implementation is based on the previously proposed architecture, which can handle the variational approach of the Retinex theory. In order to efficiently reduce the enormous computational cost required for image enhancement, processing layers and repeat counts of iterations are determined in accordance with software evaluation result. As for processing architecture, our pipelining architecture can handle high resolution pictures in real-time. Our FPGA implementation supports WUXGA (1,920x1,200) 60 fps as well as 1080p60. © 2010 TSI Press.

关键词： Image enhancement

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Classification of hand postures based on 3D vision model for human-robot interaction

Classification of hand postures based on 3D vision model for...

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19th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2010

作者： Takimoto, Hironori Yoshimori, Seiki Mitsukura, Yasue Fukumi, Minoru Faculty of Computer Science and System Engineering Communication and Engineering Okayama Prefectural University 111 Kuboki Soja Okayama 719-1197 Japan Faculty of Engineering Nippon Bunri University 1727 Ichigi Oita 870-0397 Japan Graduate School of Bio-Application and Systems Engineering Tokyo University of Agriculture and Technology 2-24-16 Naka-cho Higashi-koganei Tokyo 184-8588 Japan Dept. of Information and Science Intelligent Systems University of Tokushima 2-1 Minami-josanjima Tokushima 770-8506 Japan

ISBN: (纸本)9781424479917

In this paper, a method for hand posture recognition, which is robust for hand posture changing in an actual environment, is proposed. Conventionally, a data glove device and a 3D scanner have been used for the feature extraction of hand shape. However, the performance of each approach is affeected by hand posture changing. Therefore, this paper proposes the posture fluctuation model for efficient hand posture recognition, based on 3D hand shape and color feature obtained from a stereo camera. A large set of dictionary for posture recognition is built by various leaned hand images which were auto-created from one scanned hand image, based on plural proposed models. In order to show the effectiveness of proposed method, performance and processing times for posture recognition are compared to conventional method. In addition, we perform the evaluation experiment by using the Japanese sign language. © 2010 IEEE.

关键词： Human robot interaction

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A consensus support methodology for the initial self-assessment of the EFQM Excellence Model in healthcare organisations

A consensus support methodology for the initial self-assessm...

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International Conference on Intelligent systems Design and Applications (ISDA)

作者： J. M. Moreno-Rodriguez F. J. Cabrerizo E. Herrera-Viedma Dept. of Computer Science Morales Meseguer University Hospital Murcia Spain Dept. of Software Engineering and C.S. Distance Learning University of Spain Madrid Spain Universidad de Granada Granada AndalucÃa ES

Healthcare organisations using the European Foundation for Quality Management (EFQM) Excellence Model for self-assessment have found an opportunity to work more effectively and a powerful driver for improvement. Nevertheless, when these organisations address self-assessment processes for the first time the initial effort needed presents many difficulties. The aim of this paper is to offer a consensus support methodology based on fuzzy logic under a linguistic approach that would undoubtedly contribute to conduct self-assessment processes with questionnaires. We assume qualitative evaluation, through linguistic labels, to facilitate the individual responses, and we use the concept of fuzzy majority to calculate the measures which guide the consensus reaching process.

关键词： Pragmatics Biological system modeling Medical services Current measurement Quality management Computational modeling Numerical models

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A service level agreement layer for the D-Grid infrastructure

A service level agreement layer for the D-Grid infrastructur...

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作者： Kuebert, Roland Tenschert, Axel Wäldrich, Oliver Ziegler, Wolfang Battré, Dominic HLRS - High Performance Computing Center Stuttgart Nobelstraße 19 70569 Stuttgart Germany Fraunhofer Institute SCAI Schloss Birlinghoven 53754 Sankt Augustin Germany Technische Universität Berlin Faculty IV - Eletrical Engineering and Computer Science Dept. of Telecommunication Systems Complex and Distributed IT Systems Einsteinufer 17 10587 Berlin Germany

ISBN: (纸本)9781905824212

D-Grid is a German national grid initiative founded by the German Federal Ministry of Education and Research. It provides a frame for the collaboration of researchers across Germany and offers access to distributed services and resources. The SLA4D-Grid project will enhance D-Grid by creating a service level agreement (SLA) layer which is transparently integrated into D-Grid and accessible for the D-Grid community. Copyright © 2010 The Authors.

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Design of fault tolerant system based on runtime behavior tracing

Design of fault tolerant system based on runtime behavior tr...

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International Conference on Advanced Communication Technology (ICACT)

作者： Sumin Park Kwangyong Lee Dept. of Computer Software and Engineering University of Science of Technology(UST) Korea Embedded SW Platform Research Team Electronics and Telecommunications Research Institute Daejeon South Korea

ISBN: (纸本)9781424454273

The current researches to improve the reliability of operating systems have been focusing on the evolution of kernel architecture or protecting against device driver errors. In particularly, the device driver errors are critical to the most of the complementary operating systems that have a kernel level device driver. Especially on special purpose embedded system, because of its limited resources and variety of devices, more serious problems are induced. Preventing data corruption or blocking the arrogation of operational level is not enough to cover the entire problems. For examples, when using device drivers, the violation of function's call sequence can cause a malfunction. Also a violation of behavior rules on system level involves the same problem. This type of errors is difficult to be detected by the previous methods. Accordingly, we designed a system that traces system behavior at runtime and recovers optimally when errors are detected. We experimented in Linux 2.6.24 kernel operating on GP2X-WIZ mobile game player.

关键词： Fault tolerant systems Universal Serial Bus Pervasive computing Virtual machining computer peripherals Resource management Distributed computing Operating systems File systems Environmental management

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A Hardware-Efficient Frequency Domain Correlator Architecture for Acquisition Stage in GPS

A Hardware-Efficient Frequency Domain Correlator Architectur...

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International Conference on Reconfigurable Computing and FPGAs (ReConFig)

作者： E. Romero-Aguirre R. Parra-Michel O. Longoria-Gandara M. Aguirre-Hernández Dept. of Electrical Engineering Mexico Electronics Systems and Computer Sc. Department ITESO Mexico Comms. Research Center-Mexico Intel Corporation Jalisco Mexico Electronics Systems and Computer Sc. Department ITESO Mexico

A frequency domain correlator (FDC) with low-complexity architecture is proposed. This signal processing module is part of FFT-based acquisition stage of a global position system (GPS). The FDC is based on a single reconfigurable core capable of computing both decimation in frequency radix-2 (DIF-2) fast Fourier transform (FFT) and decimation in time radix-2 (DIT-2) inverse fast Fourier transform (IFFT). The proposed FDC reuses the reconfigurable core together with appropriate decimation choice, providing an improvement in resource management while avoiding any additional reorder data hardware. Additionally, the FDC architecture shows a great flexibility due to three levels of parameterization which allows to fix the number of complex input samples, data width and word format. The architecture has been implemented in Altera Cyclone II and Xilinx Virtex II Pro for N-points correlation with different word lengths. The simulation and synthesis results shows that the FDC is suitable for performing acquisition stage in GPS, enabling its utilization in software define radios.

关键词： Correlation Random access memory computer architecture Correlators Frequency domain analysis Discrete Fourier transforms Field programmable gate arrays

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Control communications with DDS using IEC61499 Service Interface Function Blocks

Control communications with DDS using IEC61499 Service Inter...

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International Conference on Emerging Technologies and Factory Automation (ETFA)

作者： Isidro Calvo Federico Pérez Ismael Etxeberria Guadalupe Morán Dept. of Automatic Control and Systems Engineering University of the Basque Country (UPV/EHU) Spain Dept. of Computer Languages and Systems University of the Basque Country (UPV/EHU) Spain Electronics Division Faculty of Engineering Universidad Autónoma del Estado de Mexico Toluca Mexico Electronics Division Faculty of Engineering UAEM Toluca MEXICO

The IEC61499 is an open standard for distributed control and automation. The interface between control software and hardware or communications is achieved by means of the so-called Service Interface Function Blocks (SIFB). This paper presents the guidelines to build communication SIFBs based on the emerging OMG DDS (Data Distribution Service) middleware. This specification implements in a very efficient way the Publisher/Subscriber paradigm providing significant QoS configuration possibilities. These characteristics make DDS suitable for implementing the communications among time-critical devices. By using these DDS-SIFBs within IEC61499 code generation tools, the designers of the distributed applications will be allowed to use this powerful technology in the new distributed applications.

关键词： IEC standards Middleware Hardware Quality of service Distributed control software Process control

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A Unified Solution to Scan Test Volume, Time, and Power Minimization

A Unified Solution to Scan Test Volume, Time, and Power Mini...

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International Conference on VLSI Design

作者： Zhen Chen Sharad Seth Dong Xiang Bhargab B. Bhattacharya Dept. of Comp. Sci. and Techn. Tsinghua University Computer Science and Engineering University of Nebraska-Lincoln School of Software Tsinghua University Indian Statistical Institute

The double-tree scan-path architecture, originally proposed for low test power, is adapted to simultaneously reduce the test application time and test data volume under external testing. Experimental results show sign... 详细信息

ISBN: (纸本)9781424455416

关键词： Test power minimization Test time reduction Test data reduction Nonlinear scan

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Disturbance Decoupling of Switched Linear systems

Disturbance Decoupling of Switched Linear Systems

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2010 49th IEEE Conference on Decision and Control

作者： E. Yurtseven W.P.M.H. Heemels M.K. Camlibel Eindhoven University of Technology Dept. of Mechanical Engineering Hybrid and Networked Systems group The Netherlands University of Groningen Inst. of Mathematics and Computer Science Groningen The Netherlands

ISBN: (纸本)9781424477456

In this paper we consider disturbance decoupling problems for switched linear systems. We will provide necessary and sufficient conditions for three different versions of disturbance decoupling, which differ based on which signals are considered to be the disturbance. In the first version the continuous exogenous input is considered as the disturbance, in the second the switching signal and in the third both of them are considered as disturbances. The solutions of the three disturbance decoupling problems will be based on geometric control theory for switched linear systems and will entail both mode-dependent and mode-independent static state feedback.

关键词： Disturbance decoupling switched linear systems invariant subspaces geometric control theory

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