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Signal identification based on an eigenvector approach 基于特征向量方法的信号识别
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295635
M. N. Nyan, F. Tay, K. Seah
In this paper, we propose a novel eigenvector-based signal identification algorithm for multi-dimensional signal identification. Signal patterns of 3-D accelerometer output concerning human activities are of low frequency, non-stationary and transient, and can also be termed dynamic or time-varying patterns of arbitrary length. Therefore, a matrix was formed by including features from each dimension of extracted signal pattern, and transformed eigenvectors associated with maximum eigenvalues were used as feature vectors in the identification process. Eigenvectors can preserve the identification efficiency of the feature matrix and can have the smallest number of features for robust, reliable classification in the application of multidimensional analysis.
本文提出一种新的基于特征向量的信号识别算法,用于多维信号的识别。三维加速度计输出的与人类活动有关的信号模式具有低频、非平稳和瞬态的特点,也可以称为任意长度的动态或时变模式。因此,将提取的信号模式的各个维度的特征组成一个矩阵,并在识别过程中使用与最大特征值相关的变换特征向量作为特征向量。在多维分析的应用中,特征向量既能保持特征矩阵的识别效率,又能以最少的特征个数进行鲁棒、可靠的分类。
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引用次数: 1
Measuring enterprise reuse in large corporate environment 在大型企业环境中度量企业重用
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295722
R. Stephens
Reuse continues to be an important topic in most IT organizations. In a previous article, the author (2003) identifies the top obstacles in enterprise reuse as: lack of awareness of software available for reuse (repository), level of effort required to design software for reuse (education and lessons learned) and programmer lack of intent to actually reuse other organizational assets (education and executive support). This paper reviews a methodology utilized in a large telecommunications organization to measure reuse at the enterprise level. The paper reviews the different type of assets available for reuse, repository methodology, and specific metrics of reuse.
重用在大多数IT组织中仍然是一个重要的主题。在之前的一篇文章中,作者(2003)指出了企业重用的主要障碍:缺乏对可重用软件的认识(存储库),设计可重用软件所需的努力程度(教育和经验教训),以及程序员缺乏实际重用其他组织资产的意图(教育和执行支持)。本文回顾了一种在大型电信组织中用于度量企业级重用的方法。本文回顾了可用于重用的不同类型的资产、存储库方法和特定的重用度量。
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引用次数: 3
Performance analysis of UNIX user datagram protocol implementations UNIX用户数据报协议实现性能分析
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295654
S. Balasubramanian, N. Thanthry, R. Bhagavathula, R. Pendse
As wired and wireless networks grow, underlying protocols need to be evaluated so that heterogeneous networks can be linked in an efficient manner. Among the transport layer protocols, user datagram protocol UDP is the only protocol that offers a fast and efficient mechanism to handle voice and video data traffic because it is a message based, connectionless service operating on the IP layer. In addition to the network conditions, it is observed that the performance also depends upon the implementation of the protocol. UNIX is one of the most widely used operating system in the networking world and different UNIX flavors have different UDP stack implementation. In this research work the performance of different UDP implementations were compared under different network conditions. It is observed that no UDP implementation dominates in all the tested network conditions. It is also observed that the selection of an appropriate datagram size had large impact on the overall performance.
随着有线和无线网络的发展,需要对底层协议进行评估,以便以有效的方式连接异构网络。在传输层协议中,用户数据报协议UDP是唯一提供快速有效的机制来处理语音和视频数据流量的协议,因为它是在IP层上运行的基于消息的无连接服务。除了网络条件外,可以观察到性能还取决于协议的实现。UNIX是网络世界中使用最广泛的操作系统之一,不同的UNIX风格有不同的UDP栈实现。在本研究中,比较了不同的UDP实现在不同网络条件下的性能。可以观察到,在所有测试的网络条件下,没有UDP实现占主导地位。还可以观察到,选择合适的数据报大小对整体性能有很大的影响。
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引用次数: 1
Steady security assessment using linear programming methodology 使用线性规划方法的稳定安全评估
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295636
M. Shukla, A. Sekar
This paper proposes a new approach to examine the voltage security of the system. An approximate linear model that comprehensively includes the line flows and bus voltages in its formulation is the basis for analysis. Linear programming (LP) approach is used to calculate the load scenarios, which ensures the system security. Forecast of load scenarios that lead to system security is also possible. The linear programming is implemented using Excel spreadsheet [Microsoft EXCEL 2002]. The new methodology is implemented on a 5 bus system and the voltage profile is assessed. The results are verified by a power flow algorithm [ETAP Power Station 3.0]. The methodology is also implemented on the 14-bus IEEE system.
本文提出了一种检测系统电压安全性的新方法。综合考虑线路流和母线电压的近似线性模型是分析的基础。采用线性规划方法计算负载场景,保证了系统的安全性。还可以预测导致系统安全的负载场景。线性规划使用Excel电子表格[Microsoft Excel 2002]实现。在一个5总线系统上实施了新方法,并对电压分布进行了评估。通过潮流算法[ETAP电站3.0]对结果进行了验证。该方法也在14总线IEEE系统上实现。
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引用次数: 1
The elimination of peak-to-average power ratio concerns in OFDM via carrier interferometry spreading codes: a multiple constellation analysis 利用载波干涉扩频码消除OFDM中的峰均功率比问题:多星座分析
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295673
D. Wiegandt, C. Nassar, Z. Wu
Orthogonal frequency division multiplexing (OFDM) demonstrates symbol-by-symbol fluctuations in peak-to-average power ratio (PAPR), a direct consequence of independently modulated carriers. This, in turn, leads to inefficient operation of the transmit power amplifier, and/or in-band and out-of-band distortion due to power amplifier saturation. This paper extends our previous work, which explains how carrier interferometry (CI) spreading codes may be applied to OFDM (creating CI/OFDM) to eliminate PAPR fluctuations. Specifically, we analyze the PAPR benefits of CI codes in higher-order constellation OFDM systems (QPSK, 16-QAM, and 64-QAM OFDM). This work confirms that the proposed technique (of spreading the data symbols onto all carriers) ensures the elimination of high peaks in the signal envelope (thereby eliminating the PAPR problem): It is further shown that the choice of constellation size does little to change the PAPR benefits of the CI spreading technique.
正交频分复用(OFDM)显示了峰值-平均功率比(PAPR)的逐符号波动,这是独立调制载波的直接结果。这反过来又导致发射功率放大器工作效率低下,和/或由于功率放大器饱和造成的带内和带外失真。本文扩展了我们之前的工作,解释了如何将载波干涉(CI)扩展码应用于OFDM(创建CI/OFDM)以消除PAPR波动。具体来说,我们分析了CI码在高阶星座OFDM系统(QPSK、16-QAM和64-QAM OFDM)中的PAPR优势。这项工作证实,所提出的技术(将数据符号扩散到所有载波上)确保消除信号包络中的峰值(从而消除PAPR问题):进一步表明,星座大小的选择对CI扩散技术的PAPR优势几乎没有改变。
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引用次数: 23
H/sub /spl infin// control of a flexible transmission system H/sub /spl / infin//控制的一种柔性传动系统
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295716
Ramin Amirifar, EE NasserSadati
An application of a continuous-time H/sub /spl infin// control to a flexible transmission system is presented. This approach has been proposed in order to assure high control performance in the presence of large load variation on the system. In this approach, the loading variations are considered as the multiplicative perturbation of the nominal plant. The desired specifications are enforced in the H/sub /spl infin// problem as the constraints on weighting functions. To obtain the desired performances, after an initial design procedure, the parameters of weighting functions are tuned and the final weighting functions are derived. The simulation results for three different loadings are given and compared.
介绍了一种连续时间H/sub /spl输入//控制在柔性传动系统中的应用。提出这种方法是为了在系统负载变化较大的情况下保证较高的控制性能。在这种方法中,负荷变化被认为是标称装置的乘法扰动。期望的规范在H/sub /spl infin//问题中作为加权函数的约束被强制执行。为了获得期望的性能,在初始设计过程之后,对权重函数的参数进行调整,并推导出最终的权重函数。给出了三种不同载荷下的仿真结果并进行了比较。
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引用次数: 2
How a scientific theory of modeling can benefit industry 科学的建模理论如何使工业受益
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295682
C. Bishop
Over the past two decades, industry has come to depend heavily on models throughout the life cycle of a product. Government and industry organizations base major decisions about safety, product reliability, economic return, and environmental impact on model-based information. This paper focuses on the role of modeling throughout the life cycle of a product and addresses the unique characteristics required of models at each stage of the product life cycle, including: determination of user need, definition of product requirements, product development and testing, production and distribution, use, maintenance, and disposal.
在过去的二十年里,工业在产品的整个生命周期中都严重依赖于模型。政府和行业组织基于基于模型的信息,对安全性、产品可靠性、经济回报和环境影响做出重大决策。本文着重于建模在整个产品生命周期中的作用,并讨论了在产品生命周期的每个阶段所需的模型的独特特征,包括:用户需求的确定、产品需求的定义、产品开发和测试、生产和分销、使用、维护和处置。
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引用次数: 0
Nonlinear balancing and Mayer-Lie interpolation 非线性平衡与Mayer-Lie插值
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295644
Erik I. Verriest
The notion of balancing for linear systems is extended to the nonlinear realm. The proposed method of balancing is based upon three principles: 1) balancing should be defined with respect to a nominal flow; 2) only Gramians defined over small time intervals should be used to preserve the accuracy of the linear perturbation model and; 3) linearization should commute with balancing, in the sense that the linearization of a globally balanced model should correspond to the balanced linearized model in the original coordinates. Whereas it is generically possible to define a balanced framework locally, it is not possible to do so globally. Obstruction to the integrability of the Jacobian is generic in dimensions, n > 2. Here we show how to obtain the global balanced realization if the Mayer-Lie conditions are satisfied, and an interpolation method by integrable functions is proposed when this is not the case. The latter thus defines pseudo-balanced realizations.
将线性系统平衡的概念推广到非线性领域。所提出的平衡方法基于三个原则:1)平衡应根据标称流量来定义;2)为了保持线性摄动模型的准确性,应该只使用在小时间间隔上定义的格拉姆函数;3)线性化应与平衡交换,即全局平衡模型的线性化应对应于原始坐标下的平衡线性化模型。虽然通常可以在局部定义平衡框架,但不可能在全局定义平衡框架。对雅可比矩阵可积性的阻碍在维数上是一般的,n > 2。本文给出了在满足Mayer-Lie条件的情况下如何实现全局平衡,并在不满足meyer - lie条件的情况下,提出了一种利用可积函数插值的方法。后者因此定义了伪平衡的实现。
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引用次数: 5
Markov jump-linear performance models for recoverable flight control computers 可恢复飞行控制计算机的马尔可夫跳变线性性能模型
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295689
Hong Zhang, W. Gray, O. González
Single event upsets in digital flight control hardware induced by atmospheric neutrons can reduce system performance and possibly introduce a safety hazard. One method currently under investigation to help mitigate the effects of these upsets is NASA Langley's recoverable computer system. In this paper, a Markov jump-linear model is developed for a recoverable flight control system, which will be validated using data from future experiments with simulated and real neutron environments. The method of tracking error analysis and the plan for the experiments are also described.
大气中子引起的数字飞行控制硬件的单事件扰动会降低系统性能,并可能带来安全隐患。目前正在研究的一种方法是NASA兰利的可恢复计算机系统,以帮助减轻这些干扰的影响。本文建立了一个可恢复飞行控制系统的马尔可夫跳变线性模型,该模型将在模拟和真实中子环境下进行验证。文中还介绍了跟踪误差分析的方法和实验计划。
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引用次数: 5
Gain scheduled sensorless control of a synchronous reluctance motor 同步磁阻电机的增益预定无传感器控制
Pub Date : 2004-09-27 DOI: 10.1109/SSST.2004.1295679
M. Hortman, D.G. Taylor
Presented in this paper is an extension to previous work on observer-based sensorless control of synchronous reluctance motors. The extensions include a systematic observer gain calculation that facilitates the use of gain scheduling to improve the transient response of the observer over a wide speed range and improve the low speed performance of the closed-loop sensorless controller. Laboratory experiments are used to demonstrate these improvements.
本文是对以往基于观测器的同步磁阻电机无传感器控制工作的扩展。扩展包括系统观测器增益计算,该计算便于使用增益调度来改善观测器在宽速度范围内的瞬态响应,并改善闭环无传感器控制器的低速性能。实验室实验证明了这些改进。
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引用次数: 1
期刊
Thirty-Sixth Southeastern Symposium on System Theory, 2004. Proceedings of the
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