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2022 IEEE International Symposium on Measurements & Networking (M&N)最新文献

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EEG-over-BLE: A Novel Low-Power Architecture for Multi-Channel EEG Monitoring Systems EEG-over- ble:一种多通道EEG监测系统的新型低功耗架构
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887765
Filippo Battaglia, G. Gugliandolo, G. Campobello, N. Donato
The availability of energy-efficient wireless proto-cols and architectures is a mandatory requirement for the development of wearable measurement instruments suitable for continuous monitoring of medical parameters. In this context, we propose EEG-over-BLE, a novel architecture for multi-channel electroencephalogram (EEG) monitoring systems. Basically, the proposed architecture combines Bluetooth technology with a near-lossless EEG compression algorithm and a simple channel encoding scheme in order to largely reduce power consumption. Here we present the results of a detailed simulation campaign aimed at assessing the performance of the proposed architecture in terms of energy consumption, packet loss rate and end-to-end latency. According to simulation results, when EEG-over- BLE sensor nodes are powered with commercial small form factor batteries, their lifetime is over 66 days. At the same time, a packet loss rate lower than 0.1 % and a latency below 40 ms are achieved.
节能无线协议和架构的可用性是开发适合连续监测医疗参数的可穿戴测量仪器的强制性要求。在此背景下,我们提出了EEG-over- ble,一种用于多通道脑电图(EEG)监测系统的新架构。基本上,该架构将蓝牙技术与近乎无损的脑电图压缩算法和简单的信道编码方案相结合,从而大大降低了功耗。在这里,我们给出了一个详细的模拟活动的结果,旨在评估所提议的体系结构在能耗、丢包率和端到端延迟方面的性能。根据仿真结果,当EEG-over- BLE传感器节点使用商用小尺寸电池供电时,其寿命超过66天。同时,丢包率小于0.1%,时延小于40ms。
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引用次数: 2
A rule-based approach for detecting heartbleed cyber attacks 基于规则的心脏出血网络攻击检测方法
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887776
Andrea Amodei, D. Capriglione, L. Ferrigno, G. Miele, G. Tomasso, G. Cerro
Today, cyber security is a very critical issue to be addressed at several levels for minimizing the effects and consequences of cyber attacks. In the last decade many coun-termeasures and intrusion detection systems (IDSs) have been developed for facing this important issue, and to keep always high the level of security, all systems (both hardware and software features) should be continuously updated.
今天,网络安全是一个非常关键的问题,需要在几个层面上解决,以尽量减少网络攻击的影响和后果。在过去的十年中,针对这一重要问题已经开发了许多对策和入侵检测系统(ids),为了保持高水平的安全,所有系统(包括硬件和软件功能)都应该不断更新。
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引用次数: 4
The EMF Exposure Monitoring in Cellular Networks by Serbian EMF RATEL System 塞尔维亚EMF RATEL系统监测蜂窝网络中的EMF暴露
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887716
N. Djuric, D. Kljajić, Teodora Gavrilov, Vidak Otasevic, S. Djuric
The technologies of cellular networks have considerably evolved over the last few decades, becoming almost ubiquitous in population life. One of the main characteristics of those technologies is their foundation on electromagnetic field (EMF). Consequently, there is an expectation of even greater increase of human exposure due to multiple EMFs, generated by such technologies and their perspective evolutions, for instance, the fifth generation of mobile telephony-5G. Thus, the EMF monitoring process and the suitable assessment of human exposure to EMFs is an important topic for relevant research community, as well as for a number of public debates on dangerous health effects of EMF exposure. In this paper, an overview of the Serbian EMF RATEL network and its approach of continuous EMF monitoring will be presented, focusing on two case studies where base station (BS) acts as a dominant EMF source in the environment.
在过去的几十年里,蜂窝网络技术已经有了相当大的发展,在人们的生活中几乎无处不在。这些技术的主要特点之一是它们以电磁场为基础。因此,由于这些技术及其前景演变(例如第五代移动电话- 5g)产生的多重电磁场,预计人类接触的电磁场会增加得更多。因此,EMF监测过程和对人体暴露于EMF的适当评估是相关研究界以及关于EMF暴露对健康的危险影响的一些公开辩论的一个重要主题。在本文中,将概述塞尔维亚EMF RATEL网络及其持续EMF监测方法,重点介绍基站(BS)作为环境中主要EMF源的两个案例研究。
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引用次数: 4
On the Utilization of Equivalent Sampling in Undersampled Asynchronous Camera Communication Protocols 欠采样异步摄像机通信协议中等效采样的应用
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887654
G. Simon, G. Vakulya, Márk Rátosi
With the increasing amount of LED lighting infrastructure present in our homes, offices, and vehicles, camera Communication (CamCom) protocols gained special interest in networking. Here the transmitters are the blinking LEDs, with blinking frequency high enough to not be visible for human eyes, and the receivers are commercial cameras with much lower sampling rate, thus undersampling necessarily happens. In applications, where the transmitted information is short and repeated periodically (e.g. beaconing in indoor localization systems), a natural way of message transmission is based on the equivalent sampling phenomenon. This paper investigates the effect of design parameters on the possible bitrate of the transmission in the practically important case when the transmitter and the receiver are unsynchronized and their clocks may drift. A design method will also be presented, which allows the optimal choice of parameters.
随着越来越多的LED照明基础设施出现在我们的家庭、办公室和车辆中,摄像头通信(CamCom)协议在网络中获得了特别的兴趣。这里的发射器是闪烁的led,闪烁频率高到人眼看不到,接收器是商用相机,采样率低得多,因此必然会出现欠采样。在传输信息短且周期性重复的应用中(例如室内定位系统中的信标),基于等效采样现象的信息传输方式是一种自然的方式。本文研究了在收发端不同步且时钟可能漂移的实际重要情况下,设计参数对传输可能比特率的影响。本文还将提出一种设计方法,以实现参数的最优选择。
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引用次数: 0
Brillouin scattering in optical tapers drawn from Ge-doped and F-doped silica fibers 掺锗和掺f石英光纤光纤锥的布里渊散射
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887669
E. Catalano, R. Vallifuoco, N. Cennamo, L. Zeni, A. Minardo
In this paper, we analyze the Brillouin scattering properties of optical fiber tapers drawn from Ge-doped and F-doped silica fibers. Finite-element-method (FEM) simulations have been carried out to determine the optical and acoustic waveguiding properties of the tapered fibers, and the corresponding acousto-optic overlap integrals. The numerical results are compared to experimental measurements of the Brillouin gain spectrum (BGS), carried out using a Brillouin optical frequency-domain analysis (BOFDA) configuration operating at 1550 nm wavelength and featuring a spatial resolution as low as 5 mm. The fabricated sensors are promising platforms for quasi-distributed refractive index measurements.
本文分析了掺ge和掺f石英光纤锥的布里渊散射特性。采用有限元模拟方法确定了锥形光纤的光导和声导特性,以及相应的声光重叠积分。数值结果与布里渊增益谱(BGS)的实验测量结果进行了比较,布里渊增益谱(BGS)使用布里渊光频域分析(BOFDA)配置,工作在1550 nm波长,空间分辨率低至5 mm。该传感器是测量准分布折射率的理想平台。
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引用次数: 0
A Machine Learning Model for Microcontrollers Enabling Low Power Indoor Positioning Systems via Visible Light Communication 利用可见光通信实现低功耗室内定位系统的微控制器机器学习模型
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887638
I. Cappelli, Federico Carli, Matteo Intravaia, Federico Micheletti, G. Peruzzi
This paper presents a low-power Visible Light Localisation (VLL) Artificial Intelligence (AI)-enabled system for Indoor Positioning (IP) purposes. Compared to other IP techniques, VLL offers a similar positioning accuracy, but with the extremely desirable feature of low energy consumption, an aspect of primary relevance in the framework of Wireless Sensor Networks (WSN), self-sufficient sensing systems, Industry 4.0 and Internet of Things (IoT). The proposed system is composed of three modulated optical sources (i.e. LEDs) and a photodiode receiver mounted on the target to be localised. The localisation task is performed by processing the received light intensities through Machine Learning (ML) regression models trained with a set of data gathered during a calibration phase. The regressors are designed to be executed on a low-power microcontroller present in the target, hence establishing an embedded ML paradigm also preserving reduced power consumption features. The proposed models are trained exploiting datasets with different sizes, searching for a trade-off between the training set size, i.e. the duration and complexity of the calibration phase, and the maximum tolerable root mean square error (RMSE). In both cases, some localisation tests show that a satisfactory accuracy can be reached even with a limited complexity of the calibration procedure and that the obtained results fulfil the error constraint used for model design.
本文介绍了一种用于室内定位(IP)目的的低功耗可见光定位(VLL)人工智能(AI)启用系统。与其他IP技术相比,VLL提供了类似的定位精度,但具有非常理想的低能耗特性,这是无线传感器网络(WSN)、自给自足传感系统、工业4.0和物联网(IoT)框架中主要相关的一个方面。所提出的系统由三个调制光源(即led)和安装在待定位目标上的光电二极管接收器组成。定位任务是通过机器学习(ML)回归模型处理接收到的光强度,该模型使用在校准阶段收集的一组数据进行训练。回归器被设计为在目标中存在的低功耗微控制器上执行,因此建立了嵌入式ML范例,同时保留了降低功耗的特征。所提出的模型利用不同大小的数据集进行训练,在训练集大小(即校准阶段的持续时间和复杂性)与最大可容忍的均方根误差(RMSE)之间寻找折衷。在这两种情况下,一些定位试验表明,即使校准程序的复杂性有限,也可以达到令人满意的精度,并且所获得的结果满足用于模型设计的误差约束。
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引用次数: 2
Mesh Overlay for wM-Bus Network wm总线网络的网格覆盖
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887687
D. Buonocore, G. Ciavolino, S. D. Iacono, G. D. Leo, A. Pietrosanto
In the context of smart cities, connecting devices in the urban environmet present not few difficulties in terms of obstacles to propagation. On top of already defined and certified protocols, such as wM-Bus, which still holds its position and usability, new services are developed for the energy-saving purpose of giving the citizen new comforts and new interactions with the urban environment. In this article, an overlay protocol to a wM-Bus wireless network for smart lighting is presented. The proposed method uses the existing wM-Bus network layer to reach high distances and mesh operation to overcome the topological difficulties introduced by the city obstacles. The protocol description, simulation and experimentation phases are presented.
在智慧城市的背景下,城市环境中的连接设备在传播障碍方面存在不少困难。在已经定义和认证的协议之上,如wM-Bus,它仍然保持其地位和可用性,新的服务是为了节能的目的而开发的,为市民提供新的舒适和与城市环境的新的互动。提出了一种用于智能照明的wM-Bus无线网络的覆盖协议。该方法利用现有的wM-Bus网络层实现远距离传输,并利用网格运算克服城市障碍物带来的拓扑困难。给出了协议描述、仿真和实验阶段。
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引用次数: 3
Using a Soft Growing Robot as a Sensor Delivery System in Remote Environments: A Practical Case Study 在远程环境中使用软生长机器人作为传感器递送系统:一个实际案例研究
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887783
S. Grazioso, A. Tedesco, R. Sabella, Salvatore Fusco, M. Selvaggio, Luigi Duraccio, E. D. Benedetto, A. Lanzotti, L. Angrisani
Soft continuum robots are a new class of robotic devices, which are very promising for enabling measurement applications especially in remote, difficult-to-reach environments. In this work, we propose the use of a particular soft robot, which is able to evert and steer from the tip, as a sensor delivery system. The measurement system consists of two major sections: i) the robotic platform for movement purposes; and ii) the sensing part (i.e., a sensor attached to its tip to enable the measurement). As a case study of the use of the soft-growing robot as a sensor-delivery system, the transportation of a wired thermocouple towards a remote hot source was considered. The preliminary results anticipate the suitability of soft continuum robotic platforms for remote applications in confined and constrained environments.
软连续体机器人是一种新型的机器人设备,它非常有希望实现测量应用,特别是在远程,难以到达的环境中。在这项工作中,我们建议使用一种特殊的软体机器人,它能够从尖端移动和转向,作为传感器传递系统。测量系统包括两个主要部分:i)用于运动目的的机器人平台;以及ii)传感部分(即,连接到其尖端以实现测量的传感器)。作为使用软生长机器人作为传感器递送系统的一个案例研究,考虑了有线热电偶向远程热源的运输。初步结果预测了软连续体机器人平台在受限环境中的远程应用的适用性。
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引用次数: 0
Low-cost SDR-based Tool for Evaluating LoRa Satellite Communications 基于低成本sdr的LoRa卫星通信评估工具
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887761
R. Colombo, Aamir Mahmood, E. Sisinni, P. Ferrari, M. Gidlund
LoRa (Long Range) technology, with great success in providing coverage for massive Internet-of-things (IoT) deployments, is recently being considered to complement the terrestrial networks with Low Earth Orbit (LEO) satellite connectivity. The objective is to extend coverage to remote areas for various verticals, such as logistics, asset tracking, transportation, utilities, agriculture, and maritime. However, only limited studies have realistically evaluated the effects of ground-to-satellite links due to the high cost of traditional tools and methods to emulate the radio channel. In this paper, compared to an expensive channel emulator, we propose and develop an alternative method for the experimental study of LoRa satellite links using lower-cost software defined radio (SDR). Since the working details of LoRa modulation are limited to the reverse-engineered imitations, we employ such a version on SDR platform and add easily controllable adverse channel effects to evaluate LoRa for satellite connectivity. In our work, the emulation of the Doppler effect is considered as a key aspect for testing the reliability of LoRa satellite links. Therefore, after demonstrating the correctness of the (ideal) $L$ oRa transceiver implementation, achieving a low packet error ratio (PER) with a commercial $L$ oRa receiver, the baseband signal is distorted to emulate the Doppler effect, mimicking a real LoRa satellite communication. The Doppler effect is related to time-on-air (ToA), bounded to communication parameters and orbit height. Higher ToAs and lower orbits decrease the link duration, mainly because of dynamic Doppler effect.
LoRa(远程)技术在为大规模物联网(IoT)部署提供覆盖方面取得了巨大成功,最近正在考虑用低地球轨道(LEO)卫星连接来补充地面网络。目标是将覆盖范围扩展到偏远地区的各种垂直领域,如物流、资产跟踪、运输、公用事业、农业和海事。然而,由于模拟无线电信道的传统工具和方法成本高昂,只有有限的研究实际地评估了地对星链路的影响。在本文中,与昂贵的信道模拟器相比,我们提出并开发了一种使用低成本软件定义无线电(SDR)进行LoRa卫星链路实验研究的替代方法。由于LoRa调制的工作细节仅限于反向工程模拟,因此我们在SDR平台上采用了这种版本,并添加了易于控制的不利信道效应来评估LoRa用于卫星连接。在我们的工作中,多普勒效应的仿真被认为是测试LoRa卫星链路可靠性的一个关键方面。因此,在演示了(理想的)$L$ oRa收发器实现的正确性之后,使用商用$L$ oRa接收器实现低分组误码率(PER),基带信号失真以模拟多普勒效应,模拟真实的LoRa卫星通信。多普勒效应与广播时间(ToA)有关,受通信参数和轨道高度限制。高的toa和低的轨道减少了链路持续时间,主要是由于动态多普勒效应。
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引用次数: 4
Micro-liquid volume measurements realized by changing the plasmonic conditions via specialty optical fibers 通过特殊光纤改变等离子体条件实现微液体体积测量
Pub Date : 2022-07-18 DOI: 10.1109/MN55117.2022.9887653
F. Arcadio, D. D. Prete, A. Minardo, Chiara Marzano, L. Zeni, N. Cennamo
In this work, a novel sensing approach used to develop a micro-liquid volume measurement system is exploited. This sensing methodology exploits the effects induced by a small liquid volume in contact with a patch of a plastic light-diffusing fiber (LDF) connected at the input of a surface plasmon resonance (SPR) sensor realized in a D-shaped plastic optical fiber (POF). More in detail, with a fixed solution present on the SPR-POF sensor, when a different micro-liquid volume is in contact with the LDF patch, the mode profile of the light into the patch and, so, in the SPR-POF sensor changes, producing a shift of the SPR spectra. As a proof of concept, the described sensor system has been tested in a volume range from $0 mu mathrm{l}$ to 5 μl with a step size of 1 $mumathrm{l}$. The obtained results have highlighted a good linear response with a sensitivity and a resolution equal to about 0.337 $text{nm}/mumathrm{l}$ and 0.59 $mu mathrm{l}$, respectively.
在这项工作中,利用一种新的传感方法来开发微液体体积测量系统。该传感方法利用了在d形塑料光纤(POF)中实现的表面等离子体共振(SPR)传感器的输入端连接塑料光扩散光纤(LDF)的一小块接触液体所引起的效应。更详细地说,在SPR- pof传感器上存在固定溶液的情况下,当不同微液体体积与LDF贴片接触时,进入贴片的光的模式轮廓会发生变化,从而在SPR- pof传感器中产生SPR光谱的移位。作为概念验证,所描述的传感器系统已经在从$0 mu mathm {l}$到5 μl的体积范围内进行了测试,步长为1 $mu mathm {l}$。结果表明,该方法具有良好的线性响应,灵敏度约为0.337 $text{nm}/mumathrm{l}$,分辨率约为0.59 $mu mathrm{l}$。
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引用次数: 2
期刊
2022 IEEE International Symposium on Measurements & Networking (M&N)
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