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Actuator based hazard analysis for safety critical systems

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23rd International Conference on computer Safety, Reliability and Security, SAFECOMP 2004

作者： Johannessen, Per Törner, Fredrik Torin, Jan Volvo Car Corporation Department of Electrical Architecture ELIN-94221 GothenburgSE-405 31 Sweden Chalmers University of Technology Department of Computer Engineering GothenburgSE-412 96 Sweden

ISBN: (纸本)3540231765

In the early stages of a design process, a detailed hazard analysis should be performed, particularly for safety critical systems. In this paper an actuator based hazard analysis method is presented. Since it is the actuators that affect the systems environment, this actuator based approach is the logical approach for an early hazard analysis when only limited information of the system implementation is available. This approach is also unique since all identified failures are distributed on four different severities. A criticality ranking is assigned to each failure as a combination of the severities and their distribution. This ranking is also used to give an indication of the preferred fail states. For the hazards resulting in a high criticality that needs to be handled, the method supports a solvability analysis between different design solutions. This solvability analysis rewards design concepts that handles hazards with high criticality numbers. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Actuators

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Improvement of self-organizing maps with growing capability for goodness evaluation of multispectral training patterns

Improvement of self-organizing maps with growing capability ...

引用

IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)

作者： S. Delgado C. Gonzalo E. Martinez A. Arquero Department of Applied Computer Science Technical University Madrid Madrid Spain Department of Architecture and Technology of Computer Systems Technical University Madrid Madrid Spain

In this paper, self-organizing maps (SOM) with growing capability are proposed to evaluate the goodness of multispectral training areas selection that would be used in supervised classification processes. The SOM model used in this study is the Growing Cell Structures (GCS) neural network. Some modifications of the original GCS training algorithm are proposed in order to make easy the physical interpretation of their parameters. In addition, several visualization methods have been implemented with the aim of displaying the trained GCS networks. The performances of the modified GCS model have been investigated through a large number of experiments. They have been carried out using multispectral data registered by ETM+ sensor (Landsat 7), to discriminate land cover categories. The results confirm the excellent behavior of the GCS modified training algorithm to evaluate the quality of the selected training patterns, their viability for feeding supervised classification models and their refining.

关键词： Self organizing feature maps Neural networks Remote sensing Neurons Multispectral imaging Network topology computer science computer architecture Data visualization Satellites

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Tree-dependent and topographic independent component analysis for fMRI analysis

引用

5th International Conference on Independent Component Analysis and Blind Signal Separation, ICA 2004

作者： Meyer-Bäse, Anke Theis, Fabian J. Lange, Oliver Puntonet, Carlos G. Department of Electrical and Computer Engineering Florida State University TallahasseeFL32310-6046 United States Institute of Biophysics University of Regensburg RegensburgD-93040 Germany Department of Clinical Radiology Ludwig–Maximilians University Munich80336 Germany Department of Architecture and Computer Technology University of Granada E-18071 Spain

ISBN: (纸本)3540230564

Recently, a new paradigm in ICA emerged, that of finding "clusters" of dependent components. This striking philosophy found its implementation in two new ICA algorithms: tree–dependent and topographic ICA. Applied to fMRI, this leads to the unifying paradigm of combining two powerful exploratory data analysis methods, ICA and unsupervised clustering techniques. For the fMRI data, a comparative quantitative evaluation between the two methods, tree–dependent and topographic ICA was performed. The comparative results were evaluated based on (1) correlation and associated time–courses and (2) ROC study. It can be seen that topographic ICA outperforms all other ICA methods including tree–dependent ICA for 8 and 9 ICs. However, for 16 ICs topographic ICA is outperformed by both FastICA and tree–dependent ICA (KGV) using as an approximation of the mutual information the kernel generalized variance. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Independent component analysis

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Parallel programmable finite field GF (2/sup m/) multipliers

Parallel programmable finite field GF (2/sup m/) multipliers

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IEEE computer Society Annual Symposium on VLSI

作者： N. Iliev J.E. Stine N. Jachimiec VLSI Computer Architecture Arithmetic and CAD Research Laboratory Department of Electrical and Computer Engineering Illinois Institute of Technology Chicago IL USA

Block (cyclic) channel coding standards for third generation cellular networks require the implementation of high-performance burst-error detection and correction algorithms. Galois field (GF) arithmetic is commonly used in this architecture for encoding and decoding error codes, however, many architectures still do not support dedicated functional units. This paper presents the design of a generic parallel finite-field GF (2/sup m/) multiplier targeted at DSP and embedded processors. As opposed to previous research, this design has the ability to utilize different primitive polynomials as an input, thereby, being able to be programmable. Moreover, a design is presented that is a combined binary and finite-field GF (2/sup m/) multiplier. Area, delay, and power dissipation results are presented from several ASIC libraries.

关键词： Galois fields Channel coding Land mobile radio cellular systems Arithmetic Decoding Digital signal processing Polynomials Delay Power dissipation Application specific integrated circuits

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Work in progress-remote lecture demonstrations and experiments for communication engineering

Work in progress-remote lecture demonstrations and experimen...

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Frontiers in Education (FIE) Conference

作者： L. Nagurney Department of Electrical and Computer Engineering College of Engineering Technology and Architecture University of Hartford West Hartford CT USA

This work in progress describes the development of remote lecture demonstrations and experiments for communication engineering. The remote panel feature of LabVIEW is used to allow access to virtual instruments (VI's) through a web browser. The experiments, themselves are located in the laboratory, saving the time and effort off moving all the equipment to the classroom. Full experiments, rather than simulations of the phenomena are used. In the classroom the remote panels are accessed through a wireless Internet link. This work-in-progress will conclude with a discussion of several extensions of these ideas.

关键词： Instruments computer displays Laboratories Web server Licenses Educational institutions computer architecture Computational modeling Internet computer interfaces

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Remote monitoring and control system of intelligent building based on LonWorks and Web

Remote monitoring and control system of intelligent building...

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World Congress on Intelligent Control and Automation (WCICA)

作者： Jie Chen Meisheng Xue Demin Sun Xiaohong He Department of Computer and Information Engineering Anhui Institute of Architecture and Industry Hefei China Department of Automation University of Science and Technology Hefei China

ISBN: (纸本)0780382730

The development of intelligent building and the network technology involved were introduced. The scheme of remote monitoring and control system of intelligent building based on LonWorks and Web was presented. The framework and working principle were analyzed. The key technology involved was studied. A prototype system was established according to the above scheme. The results of experiment show that the system works well.

关键词： Remote monitoring Control systems Intelligent systems Intelligent control Intelligent structures Intelligent networks Sun Helium computer networks computer industry

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Towards Easy-to-Use Checkpointing of MPI Applications within CLUSTERIX

Towards Easy-to-Use Checkpointing of MPI Applications within...

引用

International Conference on Parallel Computing in Electrical Engineering (PARLEC)

作者： P. Czarnul A. Urbaniak M. Fraczak M. Dyczkowski B. Balcerek Department of Computer Architecture Faculty of Electronics Telecommunications and Informatics Gdansk University of Technology Gdansk Poland Wroclaw Centre for Networking and Supercomputing Wroclaw University of Technology Poland

While there exist many kernel and user level libraries/systems which support checkpointing working processes and resuming their operations, it is still very difficult to provide an easy-to-use tool to assist checkpointing parallel applications. In this work, we aim at the development of an easy-to-use user-guided library to support checkpointing parallel MPI applications to be executed within the CLUSTERIX environment i.e. a collection of distributed HPC clusters. We propose a programmer-assisted approach with process state packing and unpacking at the code level for SPMD HPC applications. Although the library is in its early stage of development we present checkpoint/restart times and application execution (interrupted by checkpointing) times for the proposed approach compared to the same application linked with the ckpt user level library.

关键词： Checkpointing Application software Kernel Software libraries Sockets Signal processing computer architecture Informatics Resumes Fault tolerance

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An adaptive CBR model of call center systems

An adaptive CBR model of call center systems

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International Conference on Control, Automation, Robotics and Vision (ICARCV)

作者： Liu Hongwei Li Li Xuan Yiliang Jiang Yongbo Qiang Yang Guangdong University of Technology China Qingdao Institute of Architecture and Engineering China Computer Science Department Hong Kong University of Science and Technology Hong Kong China

ISBN: (纸本)0780386531

Adaptation is one of the necessary capabilities of any expert system. In a traditional expert system, the evolving environment is often treated in a static view. And the system accepts the change negatively. Our focus in this paper is to construct an adaptive CBR model which can learn continually through detecting feedbacks from the outside to partially release this. Knowledge base here is improved gradually so to enhance the system's adaptation of solving problems in dynamic environment.

关键词： Expert systems Indexing computer architecture computer science Feedback Face recognition Humans Face detection Telecommunications Relational databases

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Parallel integration of hydrodynamical approximations of the Boltzmann equation for rarefied gases on a cluster of computers

Parallel integration of hydrodynamical approximations of the...

引用

作者： Mantas Ruiz, Jose Miguel Pareschi, Lorenzo Carrillo, Jose Antonio Lopera, Julio Ortega Software Engineering Department University of Granada E-Granada18071 Spain Department of Mathematics University of Ferrara Via Machiavelli 35 I-44100 Italy ICREA Depto. Matematiques University Autonoma Barcelona BellaterraE-08193 Spain Computer Architecture and Technology Department University of Granada Daniel de Saucedo s/n E-Granada18071 Spain

The relaxed Burnett system, recently introduced in as a hydrodynamical approximation of the Boltzmann equation, is numerically solved. Due to the stiffness of this system and the severe CFL condition for large Mach numbers, a fully implicit Runge-Kutta method has been used. In order to reduce computing time, we apply a parallel stiff ODE solver based on 4-stage Radau IIA IRK. The ODE solver is combined with suitable first order upwind and second order MUSCL relaxation schemes for the spatial derivatives. Speedup results and comparisons to DSMC and Navier-Stokes approximations are reported for a 1D shock profile. © 2004 IOS Press and the authors.

关键词： Boltzmann equation

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The geometric constraint solving based on memory particle swarm algorithm

The geometric constraint solving based on memory particle sw...

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Chun-Hong Cao Wen-Hui Li Yong-Jian Zhang Rong-Qing Yi College of computer science and technology Jilin University Changchun China Department of Information and Electronical Engineering Shandong Institute of Architecture and Engineering Jinan China

ISBN: (纸本)0780384032

Geometric constraint problem is equivalent to the problem of solving a set of nonlinear equations substantially. The constraint problem can be transformed to an optimization problem. PSO is an evolution computing method. It searches the solution space by creating a better next swarm. The new swarm is produced based on the new individuals. Memory particle swarm algorithm is a PSO algorithm that adds a memory influence. We introduce MPSO into geometric constraint solving. The purpose of the added memory feature is to maintain spread and therefore diversity by providing individual specific alternate target points to be used at times instead of the current local best position. The experiment indicates that the algorithm is effective.

关键词： Particle swarm optimization Nonlinear equations Constraint optimization Educational institutions computer science computer architecture Stability Matrix decomposition Machine learning

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