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检索条件"主题词=Software Algorithms"

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Continuous time-invariant optimal fuzzy tracker design based on local concept approach

Continuous time-invariant optimal fuzzy tracker design based...

引用

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

作者： Shinq-Jen Wu Chin-Teng Lin Department of Electrical and Control Engineering National Chiao Tung University Hsinchu Taiwan

ISBN: (纸本)0780358775

We propose a global optimal fuzzy tracking controller for continuous time-invariant fuzzy tracking system to trace moving or model-following targets under an infinite-horizon (time) quadratic performance index. We also demonstrate that the stability of the closed-loop fuzzy tracking systems can be ensured by the designed optimal fuzzy tracking controllers. One example is given to illustrate the proposed optimal fuzzy tracker design scheme and to show the proved stability property.

关键词： Fuzzy control Fuzzy systems Target tracking Optimal control Control systems Stability Fuzzy logic software algorithms Linear systems Design methodology

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Parallel Processing on FPGAs: The Effect of Profiling on Performance

Parallel Processing on FPGAs: The Effect of Profiling on Per...

引用

IEEE International Workshop on System-on-Chip for Real-Time Applications

作者： Xiaoguang Li Shawki Areibi Robert Dony School of Engineering University of Guelph Guelph ONT Canada

ISBN: (纸本)1424408989

The processing elements, logic resources, and on-chip block RAMs of modern FPGAs can not only be used for prototyping custom hardware modules, but also for parallel processing purposes by implementing multiple processors for a single task. This paper compares the performance of a single-processor implementation with two types of dual-processor implementations for a widely used radix-2 n-point FFT algorithm (Kooley and Tuckey, 1965) in terms of processing speed and FPGA resource utilization. In the first dual-processor implementation, the partitioning is performed based on the computation complexity - O(nlog(n)) of the radix-2 FFT algorithm. In the second implementation, the partitioning is based on a detailed profiling procedure applied to each line of the code in the single-processor implementation. Results obtained show that the speedup of the first dual-processor implementation is on average 1.3times faster than the single-processor implementation, whereas the second dual-processor implementation is about 1.9times faster which is very close to the expected speedup. This result shows that detailed profiling is crucial in identifying the bottlenecks of an algorithm (i.e., all the factors are taken into consideration) and consequently the algorithm can be efficiently mapped on a multiprocessor system based on the correct decision

关键词： Parallel processing Field programmable gate arrays Partitioning algorithms Hardware software algorithms Logic Multiprocessing systems Acceleration software performance Algorithm design and analysis

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Studies on an effective algorithm to reduce the decision matrix — A technique on a rule extraction by rough sets theory

Studies on an effective algorithm to reduce the decision mat...

引用

IEEE International Conference on Systems, Man and Cybernetics

作者： Tetsuro Saeki Takurou Nishiura Yuichi Kato Faculty of Engineering Yamaguchi University Ube Yamaguchi Japan Interdisciplinary Faculty of Science and Engineering Shimane University Matsue Shimane Japan

Rough sets theory is often used for extracting if-then rules from categorical data sets with an objective function. In the conventional rough sets theory, the decision matrix method is known as one of the method extracting the rules. However, devising an efficient algorithm for the decision matrix method has seldom been reported to date. Consequently, this paper studies the process of reducing the decision matrix, finds several properties useful for the rule extraction, and proposes an effective algorithm for the extraction. The algorithm is implemented in a piece of software and a simulation experiment is conducted to compare the reduced time of the software base on the proposed algorithm with that of LEM2 software which is open to the public on the Internet, and is widely used throughout the world. As the results, the newly developed software is confirmed to perform exceptionally well under taxing conditions.

关键词： software software algorithms Rough sets Data mining Absorption Data models Approximation methods

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Fault-tolerant parallel algorithms

Fault-tolerant parallel algorithms

引用

IEEE Southeastcon

作者： E.B. Fernandez M.H. Fernandez Department of Computer Engineering Florida Atlantic University Boca Raton FL USA

Fault-tolerant software approaches require the users to writer N versions of the algorithm which should be as different as possible to avoid correlated errors (where all or most versions fail with the same input value). The degree of difference is known as the diversity level of the versions. A new way to improve diversity is proposed. It consists of taking advantage of the higher degree of freedom provided by parallel implementations of an algorithm. Many paradigms for parallel algorithms have been developed, including divide-and-conquer, pipelined/systolic, graph function, and compute-aggregate-broadcast. By writing an algorithm using different parallel paradigms its diversity level can be increased. software metrics can be used to quantify this level of difference.< >

关键词： Fault tolerance Parallel algorithms Petri nets software algorithms Writing Testing Broadcasting Object oriented modeling Fires Computer errors

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Dichotomous-differential method of compression digital images with application of blur operation

Dichotomous-differential method of compression digital image...

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Siberian Conference on Control and Communications (SIBCON)

作者： D.Y. Suhanov Tomsk State University Russia

In the paper, the third stages dichotomous-differential method of digital images compression is carried out. The advantages on compression level are described.

关键词： Image coding Digital images Histograms Application software software algorithms Video compression Computer networks Spatial coherence Compression algorithms Convolution

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Accurate algorithm for analysis of surface errors in reflector antennas and calculation of gain loss

Accurate algorithm for analysis of surface errors in reflect...

引用

International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications (MAPE)

作者： C.S. Wang B.Y. Duan Y.Y. Qiu School of Electromechanical Engineering Xidian University Xi'an China

The distortion of antenna reflector can degrade the antenna performances obviously with the higher work frequency band. A new algorithm used for accurately analyzing the distorted reflectors and computing the axial, normal and radial deviations of distorted surface is developed. The analysis method with simulation values only one third of analysis results of ANSYS software is verified by calculating surface errors and gain losses of a 7.3-m parabolic antenna under different working conditions and comparing the results of accurate algorithm and ANSYS software method. Its application in both large space and ground antennas will greatly improve the design efficiency, reduce cost, and also provide the detailed precise distortion information for electrical designers.

关键词： Error analysis Algorithm design and analysis Reflector antennas Degradation Frequency Computational modeling Analytical models Computer errors Employee welfare software algorithms

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Domain-specific languages

Domain-specific languages

引用

Annual Hawaii International Conference on System Sciences (HICSS)

作者： J. Heering M. Mernik A.M. Sloane Department of Software Engineering CWI Amsterdam Netherlands Faculty of Electrical Engineering and Computer Science University of Maribor Maribor Slovenia Department of Computing Macquarie University Sydney NSW Australia

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Real-time visualisation within the Multimod Application Framework

Real-time visualisation within the Multimod Application Fram...

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International Conference on Information Visualisation (IV)

作者： M. Krokos A. Savenko G.J. Clapworthy H. Lin R. Mayoral M. Viceconti S. Van Sint Jan Department of Computing & Information Systems University of Luton Luton UK Laboratorio di Tecnologia Medica Istituti Ortopedici Rizzoli Bologna Italy Department of Anatomy (CP 619) University of Brussels Belgium

This work gives an overview of real-time visualisation algorithms developed under the EC-funded project Multimod to support a novel paradigm for the virtual representation of musculo-skeletal structures. These algorithms are fully integrated into the Multimod Application Framework (MAF), an open-source freely-available software framework for the rapid development of medical visualisation applications. MAF is based on the visualisation toolkit (VTK) and other specialised toolkits, e.g. for image registration and segmentation, collision detection or numerical computation. MAF provides a range of high-level components that can be easily combined for rapid construction of visualisation applications that support synchronised views. The majority of algorithms available within the standard underlying MAF toolkits were frequently either too slow or too general for our purposes. We have thus implemented computationally efficient versions of existing algorithms, e.g. for surface and volume rendering, and more importantly, developed new techniques, e.g. for X-ray rendering and designing volume rendering transfer functions. To achieve interactive rendering we have employed a scheme for space partitioning. The emphasis is on exploiting the characteristics of medical datasets (e.g. density value homogeneity) but further utilising the hardware-accelerated capabilities of modern graphics cards. In this context, calculations are moved into hardware as appropriate while avoiding dependency on specialised features of particular manufacturers so as to ensure real code portability.

关键词： Visualization Application software Open source software Biomedical imaging Rendering (computer graphics) software algorithms Image registration Image segmentation Partitioning algorithms Algorithm design and analysis

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Approach to Post Quantum Cryptography Validation

Approach to Post Quantum Cryptography Validation

引用

International Conference on Public Key Infrastructure and its Applications (PKIA)

作者： Smitha G Havanur Abey Jacob Centre for Development of Advanced Computing Bangalore

ISBN: (数字)9798350351972

ISBN: (纸本)9798350351989

This paper outlines the procedure for validating cryptographic modules that implement Post Quantum Cryptography (PQC) algorithms. It highlights public key encryption schemes, particularly PKE as well as the Module Lattice based Key Encapsulation Mechanism (KEM) for CRYSTALS Kyber, both of which are included in the proposed standard NIST FIPS 203. The validation process entails submitting test vectors to the Implementation Under Test (IUT), aligning with NIST's validation methods, akin to those used for various FIPS approved algorithms like AES and SHA3. These PQC algorithms can be implemented by the vendors across various platforms, including hardware, software, and firmware. The test vectors generated act as basis for the Cryptographic Module Validation Testing (CMVT) to authenticate encryption components that incorporate these PQC algorithms.

关键词： Encapsulation software algorithms Transforms NIST Vectors software Encryption Quantum cryptography Standards Testing

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An Efficient Hardware Architecture for Finding Frequent Items in Data Streams

An Efficient Hardware Architecture for Finding Frequent Item...

引用

IEEE International Conference on Computer Design: VLSI in Computers and Processors, (ICCD)

作者： Ali Ebrahim Jalal Khlaifat University of Bahrain Sakheer Kingdom of Bahrain

ISBN: (数字)9781728197104

ISBN: (纸本)9781728197111

This paper presents a novel method for finding frequent items in data streams using a homogeneous counter-based hardware array. The presented array is a close hardware adaptation of the well-known Space-Saving algorithm. The array can identify frequent items with frequencies larger than a specified threshold with a single pass through the input dataset. When implemented on an Intel Arria 10 FPGA, 40% of the FPGA resources are sufficient for 1000+ hardware counters. This is enough to guarantee the identification of all frequent items with frequency thresholds as low as 0.1% of the size of any dataset, regardless of the input distribution. Compared to other hardware implementations, the presented architecture is the fastest on average, and the first to retain the guarantee property of the Space-Saving algorithm on the reported frequent items. In addition, test results on synthetic and real datasets showed that the presented method can achieve more than 11x throughput speedup compared to software implementations of the algorithm and up to 50% better precision compared to other hardware implementations.

关键词： software algorithms Computer architecture Throughput Hardware software Arrays Field programmable gate arrays

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