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Numerical analysis of eddy current loss of high-speed axial magnetic drive spindle 高速轴向磁力驱动主轴涡流损耗的数值分析
Q4 Engineering Pub Date : 2021-01-01 DOI: 10.1504/ijwmc.2021.10043683
X. Qiao, Y. Tao, He Yuchen, M. Shunqi, Meng Fanhe, Tang Xuemei
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引用次数: 1
Application of deep learning in network security fault diagnosis and prediction 深度学习在网络安全故障诊断与预测中的应用
Q4 Engineering Pub Date : 2021-01-01 DOI: 10.1504/ijwmc.2021.10040889
W. Qingqing, L. Hongyan, Wang Jing, Liu Fangfang
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引用次数: 0
Flow field simulation and structural parameter optimisation of vacuum adsorption system for textile fabrics 纺织织物真空吸附系统流场模拟及结构参数优化
Q4 Engineering Pub Date : 2021-01-01 DOI: 10.1504/ijwmc.2021.10043680
Zheng Quan, Wang Zhenghui, Gu Yichuang, X. Qiao, M. Shunqi
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引用次数: 0
Optimise financial cost for smart agriculture based on genetic algorithm 基于遗传算法的智能农业财务成本优化
Q4 Engineering Pub Date : 2020-08-20 DOI: 10.1504/ijwmc.2020.10031483
Xu Gaofeng
Smart agriculture is an emerging application which is largely based on the incoming of the Internet of Things (IoTs). Smart agricultural system contains a lot of components and the lower layer is wireless device network. The time-serials data sensed by wireless sensor nodes is delivered by hop-hop communication which can simplify the framework of the wireless sensor network for smart agriculture, as it no longer needs multiple layers or cluster in the network. And this simple type of wireless sensor network can also work well without the help of expensive mobile devices, which reduces the financial cost. The energy cost generated by the hop-hop delivery can be greatly reduced with the optimisation of the path covering all greenhouses by genetic algorithm, which can largely decrease the investment cost and will further make smart agriculture more suitable for financial investment.
智能农业是一种新兴的应用,主要基于物联网(IoT)的到来。智能农业系统包含许多组件,底层是无线设备网络。无线传感器节点感测到的时间序列数据通过跳-跳通信传递,这可以简化用于智能农业的无线传感器网络的框架,因为它不再需要网络中的多层或集群。这种简单类型的无线传感器网络也可以在没有昂贵移动设备的帮助下很好地工作,这降低了财务成本。通过遗传算法优化覆盖所有温室的路径,可以大大降低啤酒花配送产生的能源成本,这可以大大降低投资成本,并将进一步使智能农业更适合财政投资。
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引用次数: 0
A novel system model for detecting primary user emulation attack in cognitive radio networks 一种新的认知无线电网络主用户仿真攻击检测系统模型
Q4 Engineering Pub Date : 2020-07-03 DOI: 10.1504/ijwmc.2020.10030321
L. Thulasimani, A. Magdalene
The recent advances in wireless communication have addressed the problem of spectrum scarcity. The available wireless spectrum has become insufficient due to the increasing spectrum demand. The largest portion of the allocated spectrum is periodically used that guides to the underutilisation of the spectrum. The idea of Cognitive Radio (CR) technology is introduced to improve the spectrum efficiency. This concept provides a solution for the issue of spectrum demand in wireless networks. Owing the security issues, the CR network poses new challenges in wireless communications. In this article, a Primary User Emulation (PUE) attack is studied from the Neyman-Pearson criterion point of view and a novel system is proposed to overcome the PUE attack. A novel system model contains a different configuration of Primary Users (PUs) which is proposed and studied. The novel system model with maximum likelihood criterion will solve the PUE attack issues as efficiently as possible. The experimental result shows the characteristics of the false alarm and missed detection probability, during the implementation of the proposed system.
无线通信的最新进展已经解决了频谱稀缺的问题。由于频谱需求的增加,可用的无线频谱已经变得不足。所分配频谱的最大部分被周期性地使用,这导致频谱的利用不足。为了提高频谱效率,引入了认知无线电(CR)技术的思想。这一概念为无线网络中的频谱需求问题提供了解决方案。由于安全问题,CR网络在无线通信中提出了新的挑战。本文从Neyman-Pearson准则的角度研究了一种主要用户仿真(PUE)攻击,并提出了一种新的系统来克服PUE攻击。提出并研究了一种新的包含不同配置的主用户(PU)的系统模型。新的具有最大似然准则的系统模型将尽可能有效地解决PUE攻击问题。实验结果表明,该系统在实现过程中具有虚警和漏检概率的特点。
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引用次数: 0
A content independent domain abuse detection method 一种与内容无关的域滥用检测方法
Q4 Engineering Pub Date : 2020-03-03 DOI: 10.1504/ijwmc.2020.10027287
Yang Fan, Xiang Zhengrong, Tang Shou-lian
This paper proposes a series of language-independent domain name abuse detection features, including domain name string features, domain name registration features, domain name resolution features and domain name service features, and trains six pattern recognition algorithms in the corresponding feature space. To validate the effectiveness of extracted features and learning algorithms, a practical data set is constructed, and the performance of related features and learning algorithms are compared and analysed. The experimental results show that the multi-scale features extracted in this paper have good recognition ability. The Random Forest algorithm achieves the best comprehensive effect when only 8-dimensional fusion features are used, where F1-Measure and ROC Area reach 0.965 and 0.978, respectively.
本文提出了一系列与语言无关的域名滥用检测特征,包括域名串特征、域名注册特征、域名解析特征和域名服务特征,并在相应的特征空间中训练了六种模式识别算法。为了验证提取的特征和学习算法的有效性,构建了一个实用的数据集,并对相关特征和学习方法的性能进行了比较和分析。实验结果表明,本文提取的多尺度特征具有良好的识别能力。当仅使用8维融合特征时,随机森林算法获得了最佳的综合效果,其中F1 Measure和ROC Area分别达到0.965和0.978。
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引用次数: 0
Low financial cost with ant colony optimisation in intelligent agriculture 智能农业中蚁群优化的低财务成本
Q4 Engineering Pub Date : 2020-03-03 DOI: 10.1504/ijwmc.2020.10027272
Xu Gaofeng
With the development of wireless sensor networks, and other information related high technologies, a lot of practical Internet of Things (IoT) applications have greatly increased the productivity. Currently, more and more capital is invested in IoT, especially intelligent agriculture as many countries begin to pay more attention to basic and intelligent agriculture. For a large intelligent agriculture system, it will cost a lot of time and energy for the mobile sink to collect all the data of the sensing system with the help of cluster head node. In this paper, we try to solve this issue by minimising the data collection path of the mobile sink, using the ant colony optimisation algorithm. We implement the algorithm in Python and conduct two experiments which show that we can get the best path of the given example and show how the efficiency changes when the numbers of ants and loops increase.
随着无线传感器网络等信息相关高技术的发展,物联网(IoT)的许多实际应用大大提高了生产力。目前,越来越多的资金投入到物联网,特别是智能农业,许多国家开始更加重视基础农业和智能农业。对于一个大型的智能农业系统,移动sink借助簇头节点收集感知系统的全部数据,将耗费大量的时间和精力。在本文中,我们试图通过最小化移动sink的数据收集路径来解决这个问题,使用蚁群优化算法。我们在Python中实现了该算法,并进行了两个实验,结果表明我们可以得到给定示例的最佳路径,并显示了当蚂蚁和循环数量增加时效率如何变化。
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引用次数: 2
Evaluation of planar inclination error measurement uncertainty 平面倾角误差测量不确定度评定
Q4 Engineering Pub Date : 2020-01-01 DOI: 10.1504/ijwmc.2020.10031479
Guo Cheng, Siyuan Liu, Kecheng Zhang
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引用次数: 0
Design and simulation optimisation of a new pressure sensing system 一种新型压力传感系统的设计与仿真优化
Q4 Engineering Pub Date : 2019-09-30 DOI: 10.1504/ijwmc.2019.10024348
Wang Qixin, Zhang Biao, Hu Yunqiang, Wen Qi, K. Wende
The depth simulator can simulate the depth variation of seawater in real time and is an important part of the semi-physical simulation system of underwater equipment. In order to detect the high-pressure resistance and pressure detection accuracy of underwater operation equipment, the deep sea simulator is required to restore the ocean pressure environment as much as possible. This paper proposes a pressure sensing system with a stop device. By integrating the advantages of the large-range pressure sensor, the sensing system has the characteristics of large-range and high-precision. The physical samples were made and tested, and the friction of the sealing ring was found to be too large. Based on the multi-objective optimisation program, Matlab was used to simulate and optimise, and the reasonable structural parameters of the pressure sensing system were obtained.
深度模拟器可以实时模拟海水的深度变化,是水下装备半物理仿真系统的重要组成部分。为了检测水下作业设备的耐高压性能和测压精度,需要深海模拟器尽可能地还原海洋压力环境。本文提出了一种带停止装置的压力传感系统。通过集成大量程压力传感器的优点,使传感系统具有大量程、高精度的特点。制作了实物样品并进行了测试,发现密封圈的摩擦力过大。基于多目标优化程序,利用Matlab进行仿真优化,得到了压力传感系统的合理结构参数。
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引用次数: 0
Energy balanced adaptive clustering routing protocol for heterogeneous wireless sensor networks 异构无线传感器网络能量均衡自适应聚类路由协议
Q4 Engineering Pub Date : 2019-05-13 DOI: 10.1504/IJWMC.2019.10021285
Hu Zhongdong, Wu Hualin, Wang Zhendong
In Wireless Sensor Networks (WSNs), the main problem is how to design an energy-efficient routing protocol, but one of the bottlenecks is that in WSNs energy is limited. Owing the current cluster routing protocols unconsidered node location and adopted single hop routing mechanism in routing communication in heterogeneous (WSNs), so that a large number of cluster heads that are far away from the base station will consume a large amount of energy. In this paper, an energy balanced adaptive clustering routing protocol is proposed for heterogeneous WSNs, and node location and residual energy are considered to improve the cluster-heads elected mechanism, which increases the probability to become cluster heads that the nodes are close to the base station and have high residual energy. In addition, the protocol uses an adaptive routing communication mechanism combining multi-hop with single-hop to balance the network energy consumption. Theoretical and simulation results show that compared with DEEC and SEP, the protocol can prolong the lifetime of the network and increase the network throughput obviously.
在无线传感器网络中,主要问题是如何设计一种高效节能的路由协议,但其中一个瓶颈是无线传感器网络的能量有限。由于目前的集群路由协议在异构(WSN)路由通信中没有考虑节点位置,采用单跳路由机制,使得大量远离基站的簇头会消耗大量的能量。针对异构无线传感器网络,提出了一种能量平衡的自适应簇路由协议,并考虑了节点位置和剩余能量,改进了簇头选择机制,增加了节点靠近基站且剩余能量高的簇头概率。此外,该协议采用多跳与单跳相结合的自适应路由通信机制来平衡网络能耗。理论和仿真结果表明,与DEEC和SEP相比,该协议可以显著延长网络的使用寿命,提高网络吞吐量。
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引用次数: 1
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International Journal of Wireless and Mobile Computing
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