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2017 Eleventh International Conference on Sensing Technology (ICST)最新文献

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Sensing technologies for advanced smart agricultural systems 先进智能农业系统的传感技术
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304451
Hideaki Uchiyama, Shunsuke Sakurai, Yoshiki Hashimoto, Atsutoshi Hanasaki, Daisaku Arita, T. Okayasu, Atsushi Shimada, R. Taniguchi
We introduce our sensing technologies to acquire agricultural information, such as image-based plant phenotyping, harvest quantity data, and localization information using a camera in a greenhouse. Commercial systems exist that support agriculture, but many unresolved issues remain regarding optimization of farming sustainability and productivity. Therefore, we intend to apply state-of-the-art information and communication technology (ICT) to tackle these agricultural issues and to investigate their limitations for developing advanced smart agricultural systems.
我们介绍了我们的传感技术来获取农业信息,如基于图像的植物表型,收获数量数据,以及使用温室摄像机的定位信息。存在支持农业的商业系统,但在农业可持续性和生产力优化方面仍存在许多未解决的问题。因此,我们打算应用最先进的信息和通信技术(ICT)来解决这些农业问题,并研究它们在开发先进智能农业系统方面的局限性。
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引用次数: 3
Development and application of an orthodontic near infrared photometer and thermometer 正畸近红外光度计及体温计的研制与应用
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304438
G. Brooker, John Sambevski, M. Darendeliler, T. Tang
The paper describes the development, calibration and testing of a custom made photometric-thermometric sensor used to measure the penetration of NIR radiation from an intraoral therapeutic LED source, and the resultant temperature increase in tooth sockets. The difficulty of producing this novel device resides in its small dimensions. However a judicious choice of probes enabled successful development, calibration and in vivo testing. Apart from photometric and thermometric data the heart rate of the patients was also apparent, due to swelling of the capillaries in the gum tissue during systole — the contraction phase — of the cardiac cycle.
本文介绍了一种定制的光度-温度传感器的开发、校准和测试,该传感器用于测量口腔内治疗性LED源的近红外辐射的穿透性,以及由此产生的牙槽内温度升高。生产这种新装置的困难在于它体积小。然而,明智的选择探针使成功的开发,校准和体内测试。除了光度和体温数据外,患者的心率也很明显,因为在心脏周期的收缩期(收缩期),牙龈组织中的毛细血管肿胀。
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引用次数: 1
Applications of wireless sensor networks in Shiitake Mushroom cultivation 无线传感器网络在香菇栽培中的应用
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304516
Mohamed Rawidean Mohd Kassim, A. N. Harun, I. Yusoff, I. Mat, C. P. Kuen, N. Rahmad
Wireless Sensor Network (WSN) and related technologies are widely used to build decision support systems to solve many real-world problems especially in agricultural environment. Using the basic principles of WSN and Mobile Computing technology, a Smart System for Shiitake Mushroom (SSSM) cultivation in a greenhouse environment was developed near Mount Kinabalu in Sabah, Malaysia. The wireless temperature, humidity and CO2 sensors are used to collect data in this application. The system monitors sensor data in a feedback cycle where the control devices are activated based on pre-defined threshold values. Implementation of SSSM will optimize the usage of human resources and also maximized the yield of the mushroom.
无线传感器网络(WSN)及其相关技术被广泛应用于构建决策支持系统,以解决许多现实问题,特别是农业环境中的问题。利用无线传感器网络和移动计算技术的基本原理,在马来西亚沙巴州Kinabalu山附近的温室环境中开发了香菇(SSSM)智能栽培系统。无线温度、湿度和二氧化碳传感器用于收集本应用中的数据。系统在一个反馈循环中监控传感器数据,其中控制设备基于预定义的阈值被激活。SSSM的实施将优化人力资源的使用,也将最大化蘑菇的产量。
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引用次数: 13
Support system for elderly care with ambient sensors in indoor environment 基于室内环境传感器的老年人护理支持系统
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304436
Naoki Mitabe, N. Shinomiya
The aging society is becoming one of the global issues recently, and especially in Japan, more than 25% of its population is over 65 years old. However, there is not enough number of caregivers to deal with the rapid expansion of demands. To support caregivers, the introduction of ICT is progressing. However, some problems such as the invasion of privacy are pointed out. In this paper, an ambient sensor system is proposed to monitor elderly people without surveillance cameras. The system uses unique RFID tags which have a pressure sensing unit. Those tags are put at multi-point around elderly people and detect a change in the pressure environment. In addition, a cleaning robot is used to confirm the safety of an elderly person when detecting a fall. The system also monitors a position of the robot by putting a tag group. With those pressure sensing method and indoor positioning method of the robot, the system monitors elderly people's behavior without invading the privacy.
老龄化社会最近正在成为全球问题之一,尤其是在日本,超过25%的人口年龄在65岁以上。然而,没有足够的护理人员来应对快速增长的需求。为了支持护理人员,信息通信技术的引入正在取得进展。但同时也指出了侵犯隐私权等问题。本文提出了一种环境传感器系统,可以在没有监控摄像头的情况下对老年人进行监控。该系统使用具有压力传感单元的独特RFID标签。这些标签被放置在老年人周围的多个点上,可以检测压力环境的变化。此外,在检测到跌倒时,使用清洁机器人来确认老年人的安全。该系统还通过放置标签组来监控机器人的位置。通过机器人的压力传感方法和室内定位方法,系统在不侵犯隐私的情况下监控老年人的行为。
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引用次数: 5
Spontaneous facial expression analysis using optical flow 基于光流的自发面部表情分析
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304482
L. Sidavong, S. Lal, T. Sztynda
Investigation of emotions manifested through facial expressions has valuable applications in predictive behavioural studies. This has piqued interest towards developing intelligent visual surveillance using facial expression analysis coupled with Closed Circuit Television (CCTV). However, a facial recognition program tailored to evaluating facial behaviour for forensic and security purposes can be met if patterns of emotions in general can be detected. The present study assesses whether emotional expression derived from frontal or profile views of the face can be used to determine differences between three emotions: Amusement, Sadness and Fear using the optical flow technique. Analysis was in the form of emotion maps constructed from feature vectors obtained from using the Lucas-Kanade implementation of optical flow. These feature vectors were selected as inputs for classification. It was anticipated that the findings would assist in improving the optical flow algorithm for feature extraction. However, further data analyses are necessary to confirm if different types of emotion can be identified clearly using optical flow or other such techniques.
通过面部表情来表现情绪的研究在预测行为研究中具有重要的应用价值。这激发了人们对利用面部表情分析与闭路电视(CCTV)相结合开发智能视觉监控的兴趣。然而,如果可以检测到一般的情绪模式,则可以满足为法医和安全目的量身定制的面部识别程序,以评估面部行为。本研究利用光流技术评估了来自正面或侧面面部的情绪表达是否可以用来确定三种情绪之间的差异:娱乐、悲伤和恐惧。分析以情感图的形式进行,这些情感图是从使用Lucas-Kanade实现光流获得的特征向量中构建的。选取这些特征向量作为分类输入。研究结果将有助于改进用于特征提取的光流算法。然而,需要进一步的数据分析来确认是否可以使用光流或其他类似技术清楚地识别不同类型的情绪。
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引用次数: 1
Intelligent integrated wearable sensing mechanism for vertical jump height prediction in female netball players 女篮运动员垂直起跳高度预测的智能集成穿戴传感机构
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304483
Umar Yahya, S. M. N. Arosha Senanayake, A. G. Naim
Vertical jump (VJ) height is a fundamental performance analysis parameter in several sports involving frequent jump-landing maneuvers such as netball. Recent studies have largely examined performance parameters associated with vertical jump height (VJH) in isolation from each other. This study presents an investigation into the relationship between integrated performance parameters (IPP) and VJH during single-leg (VJSL) and double-leg (VJDL) vertical jump tests. IPP considered include; electromyography (EMG) activity of eight lower extremity (LE) muscles, 3D Kinematics of the knee and ankle joints, body height (BH), reach height (RH), and Jump duration (JT). Thirteen healthy national female netball players participated in this study. Each subject performed VJSL and VJDL in three trials while simultaneously and synchronously recording their LE-EMG activity, 3D kinematics, and VJH in each jump trial. LE-EMG activity acquisition was through wirelessly transmitting BioRadio units (CleveMed Inc. USA), while 3D kinematics were obtained through a six-3D marker-based motion capture camera system (Qualisys Inc. Sweden). VJH reading was obtained from a vertec device (Power Systems Inc. USA). A total of 22 IPP were extracted from raw data of both VJSL tests (i.e VJSL Right-Leg (VJSLR), and VJSL Left-Leg (VJSLL)), while 44 IPP were extracted from raw data of VJDL. The relationship between the reduced datasets' parameters and response variable (VJH) was then modeled using Multilayer Perceptron Feed Forward Neural Networks (FFNNs). Significant features were further selected through stepwise regression analysis. Results showed that FFNNs trained with Scaled conjugate gradient back-propagation (SCG) algorithm achieved the best VJH prediction with accuracy of 97.39% for VJSLL, 94.52% for VJSLR, and of 96.74% for VJDL. These results demonstrate that the integration of 3D Kinematics and EMG using wearable sensors interfaced with motion capture system for IPP, has led to more accurate prediction of VJH. Thus, this serves as quantifiable feedback to coaches and players for performance enhancement as well as injury prevention in jump landing tasks investigated.
垂直起跳(VJ)高度是一些涉及频繁起落动作的运动项目(如篮球)的基本性能分析参数。最近的研究在很大程度上考察了与垂直跳跃高度(VJH)相关的性能参数。本文研究了单腿(VJSL)和双腿(VJDL)垂直起跳试验中综合性能参数(IPP)与VJH的关系。考虑的IPP包括;8个下肢肌肉的肌电图(EMG)活动,膝关节和踝关节的三维运动学,身体高度(BH),到达高度(RH)和跳跃持续时间(JT)。13名健康的全国女子无挡板篮球运动员参加了本研究。每个被试分别进行三次VJSL和VJDL,同时同步记录每次跳跃试验中他们的LE-EMG活动、3D运动学和VJH。LE-EMG活动采集是通过无线传输BioRadio装置(CleveMed Inc.)完成的。美国),而三维运动学则通过基于六三维标记的运动捕捉相机系统(Qualisys Inc.)获得。瑞典)。VJH读数从一个顶点装置(Power Systems Inc.)获得。美国)。VJSL试验(即VJSL右腿试验(VJSLR)和VJSL左腿试验(VJSLL))的原始数据共提取了22个IPP, VJDL试验的原始数据共提取了44个IPP。然后使用多层感知器前馈神经网络(FFNNs)对约简数据集参数与响应变量(VJH)之间的关系进行建模。通过逐步回归分析进一步选择显著特征。结果表明,采用缩放共轭梯度反向传播(SCG)算法训练的ffnn对vjll、VJSLR和VJDL的VJH预测准确率分别为97.39%、94.52%和96.74%,达到最佳预测效果。这些结果表明,将3D运动学和肌电图结合使用可穿戴传感器与IPP运动捕捉系统,可以更准确地预测VJH。因此,这可以作为教练和球员的量化反馈,以提高成绩,并在调查的跳跃着陆任务中预防伤害。
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引用次数: 4
Non-invasive EEG measurement during electrical stunning of sheep 绵羊电休克时的无创脑电图测量
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304475
A. Mason, E. Tolo, H. A. Haga
Monitoring of animal consciousness during slaughter in the meat industry is an essential requirement of legislation and animal welfare good practice. It is not a trivial task however, with traditional physical observations of reflex and behaviour not always proving conclusive. In this paper, physical observation is combined with 3-channel non-invasive electroencephalogram (EEG) monitoring during the use of a modified head-to-body electrical stunning method that attempts to interrupt the heart and brain function simultaneously. Comparison of the two methods demonstrated agreement in 90% of cases, when tested using 10 adult sheep. However, comparison with other works leads to the conclusion that the measurements undertaken in this paper are indicative of significant muscular movement, which masks the intended measurement of brain activity. Suggestions for improvement to the methodology are therefore discussed.
在肉类行业的屠宰过程中监测动物意识是立法和动物福利良好实践的基本要求。然而,这不是一项微不足道的任务,传统的反射和行为的物理观察并不总是证明是决定性的。在本文中,物理观察与3通道无创脑电图(EEG)监测相结合,使用改进的头对身体电休克方法,试图同时中断心脏和大脑功能。当对10只成年绵羊进行测试时,两种方法的比较表明90%的情况一致。然而,与其他作品的比较得出的结论是,本文中进行的测量表明了重要的肌肉运动,这掩盖了对大脑活动的预期测量。因此讨论了改进方法的建议。
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引用次数: 1
Energy free railway monitoring with vibrating magnetostrictive sensor for wireless network sensor 无能量铁路监测用振动磁致伸缩传感器为无线网络传感器
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304448
K. Chomsuwan, N. Srisuthep, C. Pichitronnachai, U. Toshiyuki
Galfenol magnetostictive device was discovered and designed to used as energy harvesting from vibration. Based on stress variation effects to high magnetic flux fluctuation in the Galfenol, voltage can be generated with sense coil wound around the Galfenol. This paper presents railway monitoring based on Galfenol based vibrating magnetostrictive sensor. Energy generated from Galfenol magnetostrictive sensor can be supplied to the wireless module in order to transmit occupied track information and train location to railway operation control center. In experiment, sensor characteristics and railway detection experiment is presented.
发现并设计了用于振动能量收集的Galfenol磁伸缩装置。基于应力变化对Galfenol中高磁通波动的影响,可以在Galfenol周围缠绕感测线圈产生电压。本文提出了一种基于Galfenol振动磁致伸缩传感器的铁路监测方法。Galfenol磁致伸缩传感器产生的能量可以提供给无线模块,将占用的轨道信息和列车位置传输到铁路运行控制中心。在实验中,介绍了传感器的特性和铁路检测实验。
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引用次数: 4
Design and simulations of low cost and low magnetic field MRI system 低成本低磁场核磁共振成像系统的设计与仿真
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304456
S. Ghosh, Vikram Thakur, S. R. Chowdhury
The paper proposes the design of a low cost and low magnetic field MRI system. The idea behind the low cost and low magnetic field is that the system can be taken to and operated at remote locations suitably. The proposed design operates at a maximum field intensity of 0.2 T. The main magnetic field is proposed to be generated Helmholtz coils based on copper wires as a winding. The strength of gradient magnetic field has been at 75μT. The gradient has been generated using Maxwell coils and Saddle coils. Simulation study has been done where the radius of the Helmholtz coil has been kept at 30cm and the gradient coil has been kept at a radius of 25cm. The RF coil is designed with a radius of 20cm a the resonant frequency of 8.513MHz for 0.2T main magnetic field. Simulation studies performed with COMSOL Multiphysics 5.2 reveals homogeneity of main magnetic field within the coil. The homogeneity of magnetic field at the center of Helmholtz coil for one slice of volume has found to be ±1.2 percent.
提出了一种低成本、低磁场的核磁共振成像系统的设计方案。低成本和低磁场背后的想法是,该系统可以被带到偏远地区并在适当的地方操作。所提出的设计工作在最大场强为0.2 t时,主磁场被提议产生基于铜线作为绕组的亥姆霍兹线圈。梯度磁场强度为75μT。梯度是用麦克斯韦线圈和鞍形线圈产生的。仿真研究中,亥姆霍兹线圈的半径保持在30cm,梯度线圈的半径保持在25cm。设计的射频线圈半径为20cm,谐振频率为8.513MHz,主磁场为0.2T。利用COMSOL Multiphysics 5.2进行的模拟研究揭示了线圈内主磁场的均匀性。亥姆霍兹线圈中心的磁场均匀性为±1.2%。
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引用次数: 2
FPAA and FPGA based universal sensor node design 基于FPAA和FPGA的通用传感器节点设计
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304452
Ayanga Kalupahana, Nisal Hemadasa, Nipun Wijerathne, A. Ranasinghe, A. Pasqual
Highly flexible FPAA and FPGA based universal sensor node design targeting researchers is discussed in this paper. The reconfigurable system is capable of supporting up to three low power analog sensors and two digital sensors in parallel. This facilitates dynamic configurability and remote monitoring by connecting the device to the internet. The design can be utilized in development of remote sensing devices to be establish at locations where frequent repairing and maintenance is difficult. Compensability for aging, adjustability to different environments, flexibility are key advantages of this system.
针对研究人员,讨论了基于FPAA和FPGA的高柔性通用传感器节点设计。可重构系统能够支持多达三个低功耗模拟传感器和两个数字传感器并行。通过将设备连接到互联网,这有助于动态配置和远程监控。该设计可用于开发在难以经常维修和保养的地点建立的遥感装置。老化补偿性、环境适应性、灵活性是该系统的主要优点。
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引用次数: 1
期刊
2017 Eleventh International Conference on Sensing Technology (ICST)
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