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

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Advanced paleontological extraction system using data fusion informed overburden removal 基于数据融合的先进古生物提取系统
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304472
V. Naples, M. Haji-Sheikh
This paper outlines a concept in which advanced data and sensor techniques can be applied to removing rock overburden from jacketed paleontological samples. These samples often are brought back to museums only to sit on shelves. We will combine CT scanning, x-ray fluorescent spectroscopy, and laser surface mapping to determine the location of the specimen within the sample along with various automated removal methods to separate the bone from matrix.
本文概述了一个概念,其中先进的数据和传感器技术可以应用于去除岩石覆盖层从夹套古生物样品。这些样品经常被带回博物馆,只是坐在架子上。我们将结合CT扫描,x射线荧光光谱和激光表面测绘来确定样品中的标本位置,以及各种自动去除方法来分离骨骼和基质。
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引用次数: 0
A comparison of time series deformation models based on Small Baseline Subset Interferometric Synthetic Aperture Radar for soft clay subgrade settlement 基于小基线亚子集干涉合成孔径雷达的软土路基沉降时间序列变形模型比较
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304497
Xuemin Xing, Hsing-Chung Chang, Lifu Chen, Zhihui Yuan
Roads and highways built on soft clay subgrade are more prone to subsidence and induced instability. Therefore, monitoring long term surface deformation near the highways over soft clay subgrade is crucial for understanding the dynamics of the settlement process and prevent potential hazards. The precision of deformation estimation using time series radar interferometry (InSAR) techniques is restrained by the temporal deformation model. In this study, a comparison of four widely used time series deformation models in InSAR, namely Linear Velocity Model (LVM), Permanent Velocity Model (PVM), Seasonal Model (SM) and Cubic Polynomial Model (CPM), was conducted in order to understand and assess long term deformation process after constructing road embankment. To assess and validate these four selected models, both simulation and real deformation data over Lungui highway (a typical highway built on soft clay subgrade in Guangdong province, China) have been investigated using Small Baseline Subset Interferometric Synthetic Aperture Radar (SBAS-InSAR) technique with TerraSAR-X satellite imagery. The scenario using the simulated data showed all four models achieved satisfactory results when using Singular Value Decomposition (SVD) algorithm to estimate different deformation coefficients. However, LVM showed the least accuracy among the four models. This suggested LVM has higher estimation error due to its higher number of unknowns in the model. While in real data experiment, three precision indices were used to measure the residual phase, mean temporal coherence, and the root-mean-square-error (RMSE) of high-pass deformation, respectively. The results showed LVM and SM had better performance. In conclusion, SM is more suitable for the surface subsidence modeling and monitoring for highways built on soft clay subgrade in this case study.
软土路基上的道路和高速公路更容易发生沉陷和诱发失稳。因此,监测公路软土路基附近的长期地表变形对于了解沉降过程动力学和预防潜在危害至关重要。时间序列雷达干涉测量(InSAR)技术的变形估计精度受到时间变形模型的限制。本文通过对InSAR中常用的线性速度模型(LVM)、永久速度模型(PVM)、季节模型(SM)和三次多项式模型(CPM)四种时间序列变形模型进行比较,了解和评价路堤施工后的长期变形过程。为了评估和验证这四种选择的模型,使用小基线亚子集干涉合成孔径雷达(SBAS-InSAR)技术和TerraSAR-X卫星图像对伦贵高速公路(中国广东省软粘土路基上的典型高速公路)的模拟和真实变形数据进行了研究。使用模拟数据的场景表明,当使用奇异值分解(SVD)算法估计不同的变形系数时,四种模型都获得了满意的结果。而LVM模型在4种模型中准确率最低。这表明LVM由于其模型中的未知数数量较多,具有较高的估计误差。在实际数据实验中,采用3个精度指标分别测量高通变形的残差相位、平均时间相干性和均方根误差(RMSE)。结果表明,LVM和SM具有较好的性能。综上所述,SM更适合于软粘土路基公路的地表沉降建模与监测。
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引用次数: 0
Assessment indicators for expressing accuracy in sensing infrastructure health: Case study of leakage in water pipelines 基础设施健康感知中表达准确性的评估指标:输水管道泄漏案例研究
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304517
A. Lay-Ekuakille, G. Griffo, Joël Kidiamboko Kitoko, R. Velázquez, J. Garcia
Structural health monitoring is part of a broad topic involving diverse engineering disciplines. Thanks to advances in ICT (information communication technology), in particular, in sensors; nowadays, it is possible to monitor the structural health of diverse infrastructures, and civil constructions. However, in many cases, the efficiency of sensing systems is not pointed out because experts always focus on primary results but not on the accuracy especially for structures located in non-seismic areas. The paper presents analytical description of necessary indicators for expressing uncertainty and accuracy in detecting cracks on water pipelines that cause leakage. The technique we employ here, to process data from magnetic sensors mounted on the pipe, is based on FDM (filter diagonalization technique), capable of yielding promising results in detecting leaks during water flow by processing electrical signals from the aforementioned sensors.
结构健康监测是一个涉及多种工程学科的广泛主题的一部分。由于ICT(信息通信技术)的进步,特别是在传感器方面;如今,可以对各种基础设施和民用建筑的结构健康状况进行监测。然而,在许多情况下,由于专家们总是关注初步结果,而不是精度,特别是对于位于非地震区的结构,传感系统的效率没有得到指出。本文对供水管道裂缝泄漏检测中表示不确定性和准确性的必要指标进行了分析描述。我们在这里采用的技术是处理安装在管道上的磁传感器的数据,该技术基于FDM(滤波器对角化技术),能够通过处理上述传感器的电信号来检测水流中的泄漏,从而产生有希望的结果。
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引用次数: 1
Cluster analysis-based classification of healthy female netball players using wearable sensors 基于聚类分析的可穿戴传感器健康女篮运动员分类
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304484
Umar Yahya, S. M. N. Arosha Senanayake, A. G. Naim
Use of wearable wireless sensors (WWS) for classification of healthy female netball players is presented in this study. WWS comprised of wireless surface electromyography (EMG) sensors and 3Dimensional (3D) marker-based motion capture system for acquisition of lower extremity (LE) EMG data and 3DKinematics data respectively. Using WWS data obtained during ball interception (BI) task, subjects are classified based on their similarity-dissimilarity measure through hierarchical cluster analysis (HCA). By investigating existence of homogeneous subgroups (clusters) in LE features extracted, this work aimed to establish for the first time whether netball players exhibit identifiable and distinguishable EMG-3D Kinematic patterns during multiple trials of BI. BI is a key goal-oriented, often spontaneous, and multi-directional jump-landing task frequently performed by every player in a netball game. Thirteen professional subjects were recruited for this study with each asked to perform BI task in six trials in a semi-controlled game-play environment. EMG activity of eight LE muscles and 3D kinematics of the knee and ankle joints were recorded from each subject bilaterally during each BI trial. A total of sixty features (48 EMG and 12 3D-Kinematics) were extracted from the recorded raw data for analysis. Principal component analysis (PCA) was applied for dimensionality reduction of the total feature dataset, retaining only principal components that collectively explained more than 90% data variability. HCA was then used in clustering of the reduced datasets. Through inspection of the resulting dendrograms along with cophenetic correlation coefficients, 3 different clusters were confirmed. Based on HCA cluster-solutions, subjects were classified into three different classes (Class-1, Class-2, and Class-3) corresponding with respective clusters. Classification showed that majority (8 of the 13) subjects exhibited and maintained an identifiable LE biomechanical pattern 100% of the time (i.e for all six BI trials), while the remaining 5 subjects exhibited the same more than 66% of the time. Kruskal Walli's test showed that subgroups differed significantly (p<0.05) in their ranges of motion of the knee and ankle joints in sagittal and transverse planes, bilaterally. The integration of wearable wireless EMG sensors with motion capture system utilized in this research demonstrates that quantification of athletes' BI profiles based on their LE neuromuscular and 3D kinematics loadings is plausible. This allows trainers to make informed judgment on performance enhancement and injury prevention measures for BI task, both for individual athletes as well as for similar-groups as identified through HCA.
本研究采用可穿戴式无线感测器(WWS)对健康女篮运动员进行分类。WWS由无线表面肌电(EMG)传感器和基于三维(3D)标记的运动捕捉系统组成,分别用于获取下肢(LE)肌电数据和三维运动学数据。利用截球(BI)任务中获得的WWS数据,通过层次聚类分析(HCA)对被试进行相似性-不相似性的分类。通过研究提取的LE特征中同质亚群(聚类)的存在性,这项工作旨在首次确定无篮篮球运动员在多次BI试验中是否表现出可识别和可区分的肌电- 3d运动模式。BI是一个关键的目标导向,通常是自发的,多方向的跳跃着陆任务,通常由每个球员在无板篮球比赛中执行。这项研究招募了13名专业受试者,每个人都被要求在半控制的游戏环境中进行6次BI任务。在每次BI试验期间,记录每位受试者双侧8块LE肌肉的肌电图活动以及膝关节和踝关节的3D运动学。从记录的原始数据中提取共60个特征(48个肌电图和12个3d -运动学)进行分析。主成分分析(PCA)应用于总特征数据集的降维,仅保留主成分,这些主成分共同解释了90%以上的数据变异性。然后使用HCA对约简后的数据集进行聚类。通过检查所得的树状图和相关系数,确定了3种不同的簇。基于HCA聚类解,将受试者分为三类(1类、2类和3类),与各自的聚类相对应。分类显示,大多数(13名受试者中的8名)在100%的时间(即所有6项BI试验)表现并保持可识别的LE生物力学模式,而其余5名受试者在超过66%的时间内表现出相同的模式。Kruskal Walli’s检验显示,各亚组双侧膝关节和踝关节矢状面和横切面的活动范围差异显著(p<0.05)。本研究中使用的可穿戴无线肌电传感器与运动捕捉系统的集成表明,基于运动员的LE神经肌肉和3D运动学负荷来量化运动员的BI特征是可行的。这使训练师能够对BI任务的性能提高和伤害预防措施做出明智的判断,无论是针对个人运动员还是通过HCA确定的类似群体。
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引用次数: 2
The roadmap for development of piezoresistive micro mechanical sensors for harsh environment applications 用于恶劣环境应用的压阻式微机械传感器的发展路线图
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304457
H. Ngo, P. Mackowiak, Niels Grabbert, T. Weiland, Xiaodong Hu, M. Schneider-Ramelow, O. Ehrmann, K. Lang
Piezoresistive mechanical sensors play a very important role in modern industries. MEMS pressure sensor market is one of the biggest markets among all MEMS components [1]. Global pressure sensor market is growing from $6.4 billion in 2012 to $8.8 billion in 2018. The main applications are automotive, medical, consumer electronics, industry and aerospace/defense. Today, there is a growing demand for cost effective high-temperature and harsh-environment semiconductor devices, capable of operating at temperatures in the 500°C range. Developments in aircraft and space applications, automotive electronics, the oil and gas industry, the plastic and chemical industry, and the military sector are among the main drivers for research on high-temperature sensors and electronics. Existing semiconductor devices based on silicon are limited to operating temperatures below 150°C, as thermal generation of charge carriers severely degrades device operation at higher temperatures. The development of SOI (silicon on insulator) technology helped to extend device operating temperatures to approximately 400°C. However, at temperatures over 400°C, the material silicon reaches its physical limits as plastic deformation starts to occur when mechanical stress is applied. Silicon carbide is considered to be the most promising semiconductor for future high-temperature and harsh-environment applications as it features a unique combination of favorable physical, electrical, mechanical, and chemical properties. It is an extremely hard and robust material with a high thermal stability, and is chemically inert up to temperatures of several hundred degrees. Moreover, it has a higher thermal conductivity than copper, and its wide energy bandgap allows operation at high temperatures and in high radiation environments without suffering from intrinsic conduction effects. Performance and reliability of metal-semiconductor contacts, conducting paths and the capability of etching 3D mechanical structures in SiC (such membrane or bridge) remain limiting factors for high-temperature operation of SiC electronic mechanical sensors today.
压阻式机械传感器在现代工业中起着非常重要的作用。MEMS压力传感器市场是所有MEMS元件中最大的市场之一。全球压力传感器市场从2012年的64亿美元增长到2018年的88亿美元。主要应用于汽车、医疗、消费电子、工业和航空航天/国防。如今,对具有成本效益的高温和恶劣环境半导体器件的需求不断增长,这些器件能够在500°C的温度范围内工作。飞机和空间应用、汽车电子、石油和天然气工业、塑料和化学工业以及军事部门的发展是高温传感器和电子技术研究的主要推动力。基于硅的现有半导体器件的工作温度限制在150°C以下,因为电荷载流子的热生成严重降低了器件在更高温度下的工作性能。SOI(绝缘体上硅)技术的发展有助于将器件工作温度扩展到约400°C。然而,在超过400°C的温度下,当施加机械应力时,材料硅达到其物理极限,因为塑性变形开始发生。碳化硅被认为是未来高温和恶劣环境应用中最有前途的半导体,因为它具有良好的物理、电气、机械和化学性能的独特组合。它是一种非常坚硬和坚固的材料,具有很高的热稳定性,并且在几百度的温度下是化学惰性的。此外,它具有比铜更高的导热性,其宽能带隙允许在高温和高辐射环境下工作,而不会受到固有传导效应的影响。金属-半导体触点的性能和可靠性,导电路径以及在SiC(如膜或桥)中蚀刻3D机械结构的能力仍然是当今SiC电子机械传感器高温运行的限制因素。
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引用次数: 4
Comparative study of different power distribution methods for array antenna beamforming for soil moisture radiometer 土壤湿度辐射计阵列天线波束形成不同功率分配方法的比较研究
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304480
Muhsiul Hassan, N. Karmakar
Different power distribution methods of array antenna beamforming are analyzed. In this study, uniform half-wavelength inter-element spacing is considered to avoid grating lobe. Excitations to individual elements include Gaussian, Taylor's, Chebyshev's and Staircase Power Distribution (SPD). Design requirements include beam efficiency (BE), maximum sidelobe level (MSLL) and 3 dB beamwidth. A comparative study of these methods is carried out to full-fill the design goal.
分析了阵列天线波束形成的不同功率分配方法。在本研究中,考虑均匀半波长元件间间距以避免光栅瓣。单个元素的激励包括高斯、泰勒、切比雪夫和阶梯功率分布(SPD)。设计要求包括波束效率(BE)、最大旁瓣电平(MSLL)和3db波束宽度。为了充分实现设计目标,对这些方法进行了比较研究。
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引用次数: 2
Colitis screening using IR spectroscopy of serum samples 用红外光谱法筛查血清样品中的结肠炎
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304464
A. Perera, Hemendra Ghimire, K. Perera, É. Viennois, D. Merlin
Rapid and reliable detection of inflammatory bowel diseases is essential to avoid life-threatening intestinal complications. The conventional pathological methods (colonoscopy/ileoscopy and small bowel follow-through) are invasive and time-consuming. A non-invasive and cost-effective diagnostic regime using attenuated total reflectance Fourier transform infrared spectroscopy of serum samples would allow the possibility of early diagnosis of disease and for treatment planning. This study presents the spectroscopic analysis of serum sample using mouse models of both (i) Chronic (IL10-/-, genetically induced by Interleukin 10 knockouts) and (ii) Acute (DSS, Dextran Sodium Sulfate chemically induced) colitis. The Arthritis (Collagen Antibody Induced Arthritis) and metabolic syndrome (Toll-like receptor 5 knockouts) models are employed as controls. The identified markers of colitis such as increased presence of mannose accompanied by an alteration in protein secondary structures uniquely screen disease level and distinguish the colitis from the non-colitis samples and the controls. Promoted by these findings of the colitis mouse model we sought to investigate the capability of the technique for the early screening of the human ulcerative colitis and Crohn's disease.
快速可靠地检测炎症性肠病对于避免危及生命的肠道并发症至关重要。传统的病理方法(结肠镜/回肠镜检查和小肠随访)是侵入性的和耗时的。使用血清样本的衰减全反射傅立叶变换红外光谱的非侵入性和成本效益诊断方案将允许疾病的早期诊断和治疗计划的可能性。本研究采用(i)慢性(il - 10-/-,由白细胞介素10敲除基因诱导)和(ii)急性(DSS,右旋糖酐硫酸钠化学诱导)结肠炎小鼠模型对血清样本进行光谱分析。采用关节炎(胶原抗体诱导关节炎)和代谢综合征(toll样受体5敲除)模型作为对照。已确定的结肠炎标志物,如甘露糖含量增加并伴有蛋白质二级结构的改变,可独特地筛选疾病水平,并将结肠炎与非结肠炎样本和对照组区分开来。在结肠炎小鼠模型的这些发现的推动下,我们试图研究该技术早期筛查人类溃疡性结肠炎和克罗恩病的能力。
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引用次数: 3
Mathematical modelling of microbolometers at oblique incidence 斜入射微辐射热计的数学模型
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304427
A. Mitra, J. Bredow, A. Nag
The literature segment of this paper delves into the enhanced mathematical model that is used to calculate the total electric and magnetic field for light ray's incident at oblique angles varying from 1–89 degrees for s and p polarizations in sensor structure followed by the calculation of fractional reflected and absorbed power. A brief description of the sensor structure followed by validation of the mathematical model and a tabular summarization of the maximum power reflected and absorbed at respective angles of incidences for the wavelength range of 5–14 μm is done. The novelty of this research will help in fabrication of microbolometers at oblique angles to optimize the absorbed power.
本文的文献部分研究了增强的数学模型,该模型用于计算传感器结构中s和p极化在1-89度的斜角入射光线的总电场和磁场,然后计算分数反射和吸收功率。简要介绍了传感器的结构,验证了数学模型,并给出了5-14 μm波长范围内不同入射角下的最大功率反射和吸收的表格总结。本研究的新颖之处将有助于制作斜角度微辐射热计以优化吸收功率。
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引用次数: 0
An inertia based sensor with dynamic PUF 一种基于惯性的动态PUF传感器
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304433
N. Schwesinger, C. Karuthedath
Sensors described in this paper are able to transform parameters like acceleration or tilt, but even so magnetic field strength into electrical signals. They offer a unique PUF (Physical Unclonable Function) characteristic and allow definitely no duplication. The heart of each of these sensors is a variable capacitance. The whole sensor, built on a Printed Circuit Board (PCB), has an InterDigitated Electrode (IDE) structure and a flexible polydimethylsiloxane (PDMS)-membrane filled with conductive steel balls. The distance between the membrane and the board is about 500 μm. External mechanical or magnetically forces can excite the membrane to move. Due to that, the capacitance changes, delivering certain Voltage signals. Since steel balls are randomly distributed, each sensor shows a unique behavior. Possible offset problems solves a differential capacitance arrangement. Therefore, a second IDE-structure is located above the membrane with a distance of about 500 μm. Output-Voltages of this double side capacity arrangement show only the position of the membrane in relation to both IDE's. Sensors having this structure and different steel ball distributions are simulated using the finite element analysis software “COMSOL“-Multiphysics. Each sensor shows a different output signal at equal excitations. Moreover, experimental investigations show different measured values for different sensors for similar external excitation forces. This unique reaction on changes of excitation is a dynamic behavior, which stands out clearly against known and most static PUF-solutions. It makes the sensors attractive as hardware elements for security solutions. Identity cards, pay-cards or credit cards equipped with one of these sensors will become an unclonable uniqueness. Compared with other security systems, this PUF-sensor shows a great simplicity in design and data collection, a dynamic data acquisition, which completely prevents unauthorized use and it does not require no electrical energy sources.
本文中描述的传感器能够将加速度或倾斜等参数转换为电信号,但即使如此,磁场强度也可以转换为电信号。它们提供了独特的PUF(物理不可克隆功能)特性,绝对不允许复制。这些传感器的核心是可变电容。整个传感器建立在印刷电路板(PCB)上,具有交叉数字化电极(IDE)结构和柔性聚二甲基硅氧烷(PDMS)膜,其中填充了导电钢球。膜与单板之间的距离约为500 μm。外部机械或磁力可以激发膜运动。因此,电容变化,传递一定的电压信号。由于钢球是随机分布的,每个传感器都显示出独特的行为。可能的偏置问题解决了差分电容安排。因此,第二个ide结构位于膜的上方,距离约500 μm。这种双侧容量安排的输出电压只显示膜相对于两个IDE的位置。采用有限元分析软件“COMSOL”-Multiphysics对具有这种结构和不同钢球分布的传感器进行了模拟。每个传感器在相同激励下显示不同的输出信号。此外,实验研究表明,对于相似的外部激励力,不同传感器的测量值不同。这种对激励变化的独特反应是一种动态行为,与已知的和大多数静态puf解决方案相比,它明显地脱颖而出。这使得传感器作为安全解决方案的硬件元素具有吸引力。配备了这些传感器之一的身份证、工资卡或信用卡将成为不可复制的独特性。与其他安防系统相比,该puf传感器的设计和数据采集非常简单,是一种动态的数据采集,完全防止了未经授权的使用,并且不需要任何电能。
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引用次数: 0
An energy efficient long hop (LH) first scheduling algorithm for scalable Internet of Things (IoT) networks 针对可扩展物联网(IoT)网络的高能效长跳优先调度算法
Pub Date : 2017-12-01 DOI: 10.1109/ICSENST.2017.8304511
Laith Farhan, Ali Alissa, Sinan T. Shukur, Mohammad Hammoudeh, R. Kharel
Internet of Things (IoT) is becoming more and more pervasive in everyday life and connecting an array of diverse physical objects. It is fast growing and receiving a tremendous amount of research focus. Billions of objects communicate each other with or without human intervention to achieve smart applications. Most of the connected devices are constrained nodes to its ecosystem which have limited memories, CPU capabilities and power sources. Therefore, for implementing autonomous smart systems, efficient energy consumption is imperative. This paper introduces a novel scheduling algorithm called Long Hop (LH) first to optimize energy usage on a Wireless Sensor Network (WSN) that enables IoT system. LH algorithm schedules high priority for packets coming with more hops and longer distances to be served first at the cluster head (CH) nodes of the WSN. Since these packets require more links and nodes (thus increased energy and bandwidth usage) to reach the ultimate destination if not prioritized, the proposed algorithm reduces the overall energy usage and minimizes the total number of packets re-transmission and the effective data transmission distances. This improves the overall system performance and elongates the network lifetime.
物联网(IoT)在日常生活中变得越来越普遍,连接着一系列不同的物理对象。它正在快速发展,并获得了大量的研究焦点。数十亿个对象在有或没有人为干预的情况下相互通信,以实现智能应用程序。大多数连接的设备都是其生态系统的约束节点,这些节点具有有限的内存,CPU能力和电源。因此,为了实现自主智能系统,高效的能源消耗是必不可少的。本文首先介绍了一种名为“长跳”(LH)的新型调度算法,以优化无线传感器网络(WSN)的能源使用,使物联网系统成为可能。LH算法在WSN的簇头(CH)节点上优先为跳数多、距离远的数据包安排高优先级。由于这些数据包如果不进行优先级排序,则需要更多的链路和节点(从而增加了能量和带宽的使用)才能到达最终目的地,因此该算法降低了总体能量消耗,最小化了数据包重传的总数和有效数据传输距离。这提高了整体系统性能,延长了网络生命周期。
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引用次数: 19
期刊
2017 Eleventh International Conference on Sensing Technology (ICST)
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