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ACKNOWLEDGMENTS 致谢
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-06-01 DOI: 10.2307/j.ctv1jk0k1d.15
K. Dunnavant
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引用次数: 0
Kelly’s Masterpiece 凯利的杰作
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-06-01 DOI: 10.2307/j.ctv1jk0k1d.12
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引用次数: 0
Anchors Away 主播了
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-06-01 DOI: 10.2307/j.ctv1jk0k1d.7
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引用次数: 0
Out of the Shadows 走出阴影
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-06-01 DOI: 10.2307/j.ctv1jk0k1d.14
M. Casey
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引用次数: 0
Two Wars 两场战争
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-06-01 DOI: 10.2307/j.ctv1jk0k1d.6
O. Ozavci
The first inter-imperial war amongst the Great Powers since the end of the Napoleonic Wars in 1815, the Crimean War (1853–1856) shook the world and devastated peoples, economies, and finances. Some historians argue that it symbolized the destruction of the Concert of Europe. This chapter offers an alternative assessment. It shows that the Concert continued to exist after 1856 even though the peace established on the heels of the Crimean War was delicate and repeatedly tested peace in Europe and the Levant. Like the aftershocks of a disastrous earthquake, its aftermath witnessed further Great Power wars, civil strifes, and rebellions. The precarious climate that emerged at the time dovetailed with the existing and newly emerging tensions in Mount Lebanon. These snowballed into further fighting in the mountain during the summer of 1860—a much more devastating conflict, with a death toll around three to five times greater than the civil wars of 1841 and 1845 combined.
克里米亚战争(1853-1856)是自1815年拿破仑战争结束以来列强之间的第一次帝国间战争,震惊了世界,摧毁了人民、经济和金融。一些历史学家认为,它象征着欧洲协调的毁灭。本章提供了另一种评估方法。这表明协奏曲在1856年之后继续存在,尽管在克里米亚战争之后建立的和平是脆弱的,并在欧洲和黎凡特反复考验和平。就像灾难性地震的余震一样,其后果见证了进一步的大国战争、内乱和叛乱。当时出现的不稳定气氛与黎巴嫩山现有的和新出现的紧张局势相吻合。1860年夏天,这些雪球在山区进一步扩大了战斗,这是一场更具破坏性的冲突,死亡人数大约是1841年和1845年内战总和的三到五倍。
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引用次数: 0
Real-time on-site inspection system for power transmission based on heterogeneous computing 基于异构计算的输变电实时现场巡检系统
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-01-01 DOI: 10.3233/JHS-210662
Xiaohong Yan, Zhigang Zhao, Yongqiang Liu
As the need of power supply is tremendously increasing in modern society, the stableness and reliability of the power delivery system are the two essential factors that ensure the power supply safety. With the quick expansion of electricity infrastructures, the failures of power transmission system are becoming more frequent, leading to economic loss and high risk of maintenance work under hazardous conditions. The existing automatic power line inspection utilizes advanced convolutional neural network (CNN) to improve the inspection efficiency, emerging as one promising solution. But the needed computational complexity is high since CNN inference demands large amount of multiplication-and-accumulation operations. In this paper, we alleviate this problem by utilizing the heterogeneous computing techniques to design a real-time on-site inspection system. Firstly, the required computational complexity of CNN inference is reduced using FFT-based convolution algorithms, speeding up the inference. Then we utilize the region of interest (ROI) extrapolation to predict the object detection bounding boxes without CNN inference, thus saving computing power. Finally, a heterogeneous computing architecture is presented to accommodate the requirements of proposed algorithms. According to the experiment results, the proposed design significantly improves the frame rate of CNN-based inspection visual system applied to power line inspection. The processing frame rate is also drastically improved. Moreover, the precision loss is negligible which means our proposed schemes are applicable for real application scenarios.
随着现代社会对电力需求的急剧增加,供电系统的稳定和可靠是保证供电安全的两个必不可少的因素。随着电力基础设施的快速扩张,输电系统的故障日益频繁,不仅造成了经济损失,而且在危险条件下维护工作的风险也很高。现有的电力线自动检测采用先进的卷积神经网络(CNN)来提高检测效率,是一种很有前途的解决方案。但由于CNN推理需要大量的乘法和累加运算,因此所需的计算复杂度很高。本文利用异构计算技术设计了一个实时现场检测系统,解决了这一问题。首先,利用基于fft的卷积算法降低CNN推理所需的计算复杂度,加快推理速度;然后,我们利用感兴趣区域(ROI)外推来预测目标检测边界框,而不需要CNN推理,从而节省了计算能力。最后,提出了一种异构计算体系结构,以适应所提出算法的要求。实验结果表明,该设计显著提高了基于cnn的检测视觉系统在电力线检测中的帧率。处理帧率也大大提高。此外,该方法的精度损失可以忽略不计,适用于实际应用场景。
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引用次数: 2
Design of filter coefficients for optimal factored truncated cascade FIR filter using optimization algorithm 用优化算法设计最优因子截断级联FIR滤波器的滤波器系数
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-01-01 DOI: 10.3233/JHS-210674
Srivatsan Kannan
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引用次数: 0
Urban rail transit signal and control based on Internet of Things 基于物联网的城市轨道交通信号与控制
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-01-01 DOI: 10.3233/JHS-210664
Cong Huang, Ying Huang
At present, China’s traffic signal control machine has a low level of intelligence and a single control strategy. It cannot make corresponding control according to the actual traffic situation, and its ability to direct traffic flow in a reasonable and orderly manner is low. In order to understand the urban rail transit signal and control system, we analyzed the requirements of the train dispatching subsystem, designed the overall architecture of the system from the perspective of function realization and architecture, and constructed the wireless sensor network of the system, which is the best for other experts. In this paper, combined with the research of related technologies of the Internet of Things (IoT), an intelligent traffic signal control machine is designed, and the traffic signal control effects under different algorithms are compared, and the relevant rail transit conditions are statistically studied. Studies have proved that sensors based on IoT technology can effectively improve the intensity and control effect of urban rail transit signals. Compared with other algorithm technologies, the overall score of the sensor algorithm is higher than other algorithms, and the ratio is about 30% higher. This article realizes the maintenance function of various data on the system simulation operation terminal, and builds the overall framework of the system; realize the main functions of the train dispatching operation terminal, including the realization of train dispatching functions such as station map, manual route arrangement, automatic route triggering, station deduction and station jump settings, and log report generation. This shows that the sensor algorithm under the IoT has a great promotion effect on the urban rail transit signal and control system.
目前,我国交通信号控制机智能化水平较低,控制策略单一。不能根据实际交通情况进行相应的控制,合理有序引导交通流量的能力较低。为了了解城市轨道交通信号与控制系统,我们分析了列车调度子系统的需求,从功能实现和体系结构的角度设计了系统的整体架构,并构建了系统的无线传感器网络,这是其他专家的最佳选择。本文结合物联网(IoT)相关技术的研究,设计了智能交通信号控制机,对比了不同算法下的交通信号控制效果,并对相关轨道交通状况进行了统计研究。研究证明,基于物联网技术的传感器可以有效提高城市轨道交通信号的强度和控制效果。与其他算法技术相比,传感器算法的整体得分高于其他算法,比例高出约30%。本文在系统仿真操作终端上实现了各种数据的维护功能,构建了系统的总体框架;实现列车调度操作终端的主要功能,包括实现车站图、手动排线、自动触发路线、车站扣除和跳站设置、日志报表生成等列车调度功能。由此可见,物联网下的传感器算法对城市轨道交通信号控制系统有很大的促进作用。
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引用次数: 3
A complete robust control network based on skewed temporal logic 基于歪斜时间逻辑的完整鲁棒控制网络
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-01-01 DOI: 10.3233/JHS-210666
Liuxing Li
The robust control network for nonlinear large-scale systems with parametric uncertainties also considers the uncertain robust stabilization problem for controlled networks. In heterogeneous populations, hybrid regression models are the most important statistical analysis tools. To aim of the study is to conduct a more in-depth analysis of the existing completive robust control networks relying on biased temporal logic. Compared with the symmetric distribution, the skewed distribution can obtain accurate and effective information. Therefore, a time-series logic model under skewed distribution is proposed. The temporal logic under skew state is applied to describe the normative language of fuzzy systems. Firstly, the mixed nonlinear regression model under skewed distribution data is introduced to test whether the temporal logic formula can be realized under the skew state. Secondly, through the method of reduction, the control flow interval logic CFITL is studied, and the time series logic sequence is used to describe the measurement output loss. The sufficient conditions for the control network system to satisfy the exponential stability and H ∞ performance index are given. The linear matrix inequality obtains the completeness control network to be designed, and the effectiveness of the proposed method is verified by stochastic simulation experiments. Finally, the method is verified to be practical and feasible based on actual data. The maximum recognition rates of nearest neighbor classification, nearest subspace classification and biased distribution temporal logic classification reached 0.9019, 0.9622 and 0.9304, respectively.
具有参数不确定的非线性大系统鲁棒控制网络还考虑了被控网络的不确定鲁棒镇定问题。在异质群体中,混合回归模型是最重要的统计分析工具。本研究的目的是对现有的依赖于有偏时间逻辑的完备鲁棒控制网络进行更深入的分析。与对称分布相比,偏态分布能获得准确有效的信息。为此,提出了一种偏态分布下的时间序列逻辑模型。利用倾斜状态下的时间逻辑来描述模糊系统的规范语言。首先,引入歪斜分布数据下的混合非线性回归模型,检验歪斜状态下时间逻辑公式能否实现;其次,通过约简的方法,研究了控制流区间逻辑CFITL,并采用时间序列逻辑序列来描述测量输出损耗。给出了控制网络系统满足指数稳定性和H∞性能指标的充分条件。利用线性矩阵不等式得到待设计的完备性控制网络,并通过随机仿真实验验证了所提方法的有效性。最后,通过实际数据验证了该方法的实用性和可行性。最近邻分类、最近邻子空间分类和有偏分布时间逻辑分类的最大识别率分别达到0.9019、0.9622和0.9304。
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引用次数: 0
Multi-hop traffic grooming routing and wavelength assignment using split light trail in WDM all optical mesh networks WDM全光网状网络中使用分割光尾的多跳业务梳理路由和波长分配
IF 0.9 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2021-01-01 DOI: 10.3233/JHS-210658
Sampa Rani Bhadra, A. Pradhan, U. Biswas
For the last few decades, fiber optic cables not only replaced copper cables but also made drastic evolution in the technology to overcome the optoelectronic bandwidth mismatch. Light trail concept is such an attempt to minimize the optoelectronic bandwidth gap between actual WDM bandwidth and end user access bandwidth. A light trail is an optical bus that connects two nodes of an all optical WDM network. In this paper, we studied the concept of split light trail and proposed an algorithm namely Static Multi-Hop Split Light Trail Assignment (SMSLTA), which aims to minimize blocking probability, the number of static split light trails assigned and also the number of network resources used, at the same time maximizing the network throughput. Our proposed algorithm works competently with the existing algorithms and generates better performance in polynomial time complexity.
在过去的几十年里,光纤电缆不仅取代了铜电缆,而且在克服光电带宽不匹配的技术上也取得了巨大的进步。光迹概念就是这样一种尝试,以尽量减少实际WDM带宽与最终用户接入带宽之间的光电带宽差距。光迹是连接全光WDM网络两个节点的光总线。本文研究了光路分割的概念,提出了一种静态多跳光路分割分配(SMSLTA)算法,该算法旨在最小化阻塞概率、分配的静态光路分割数和使用的网络资源数,同时最大限度地提高网络吞吐量。我们提出的算法与现有算法兼容,在多项式时间复杂度下具有更好的性能。
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引用次数: 1
期刊
Journal of High Speed Networks
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