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Correlating an Ambulatory Voice Measure to Electrodermal Activity in Patients with Vocal Hyperfunction. 声音功能亢进患者动态声音测量与皮电活动的关系。
Gregory Ciccarelli, Daryush Mehta, Andrew Ortiz, Jarrad Van Stan, Laura Toles, Katherine Marks, Robert Hillman, Thomas Quatieri

We investigate the connection between the autonomic nervous system and the voice in patients with vocal hyperfunction and healthy-control groups. We present a methodology and preliminary results of two multi-modal measurement streams that capture this relationship. Subjects were instrumented for daily, ambulatory collection of their voice and wrist-based electrodermal activity. Measures of vocal function (e.g., fundamental frequency) were computed, as well as measures of autonomic function (e.g., skin conductance response). Spearman correlation coefficients were calculated to measure the relationship between vocal and autonomic function over sliding windows throughout each observation day. We found preliminary evidence that patients with a subtype of vocal hyperfunction (non-phonotraumatic vocal hyperfunction) exhibit a coupling between the autonomic nervous system and the vocal system. Understanding how the autonomic nervous system interacts with the voice may provide new insights into the etiology/pathophysiology of vocal hyperfunction and improve prevention, diagnosis and treatment of these disorders.

我们研究了自主神经系统与发声功能亢进患者和健康对照组之间的联系。我们提出了捕获这种关系的两个多模态测量流的方法和初步结果。受试者每天使用仪器,动态收集他们的声音和基于手腕的皮肤电活动。测量声音功能(例如,基频),以及测量自主神经功能(例如,皮肤电导反应)。计算Spearman相关系数来衡量每个观察日通过滑动窗的发声和自主神经功能之间的关系。我们发现初步证据表明,患有声带功能亢进亚型(非音外伤性声带功能亢进)的患者表现出自主神经系统和声带系统之间的耦合。了解自主神经系统如何与声音相互作用可能为声乐功能亢进的病因/病理生理学提供新的见解,并改善这些疾病的预防、诊断和治疗。
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引用次数: 0
Trust Dynamics: A Case-study on Railway Sensors 信任动力学:以铁路传感器为例
Marcin Lenart, A. Bielecki, Marie-Jeanne Lesot, Teodora Petrisor, Adrien Revault d'Allonnes
Sensors constitute information providers which are subject to imperfections and assessing the quality of their outputs, in particular the trust that can be put in them, is a crucial task. Indeed, timely recognising a low-trust sensor output can greatly improve the decision making process at the fusion level, help solving safety issues and avoiding expensive operations such as either unnecessary or delayed maintenance. In this framework, this paper considers the question of trust dynamics, i.e. its temporal evolution with respect to the information flow. The goal is to increase the user understanding of the trust computation model, as well as to give hints about how to refine the model and set its parameters according to specific needs. Considering a trust computation model based on three dimensions, namely reliability, likelihood and credibility, the paper proposes a protocol for the evaluation of the scoring method, in the case when no ground truth is available, using realistic simulated data to analyse the trust evolution at the local level of a single sensor. After a visual and formal analysis, the scoring method is applied to real data at a global level to observe interactions and dependencies among
传感器是信息的提供者,可能会有缺陷,评估其产出的质量,特别是对它们的信任,是一项至关重要的任务。事实上,及时识别低信任度的传感器输出可以极大地改善融合层面的决策过程,帮助解决安全问题,避免昂贵的操作,如不必要的或延迟的维护。在此框架下,本文考虑了信任动力学问题,即信任随信息流的时间演化。目的是增加用户对信任计算模型的理解,并提示如何根据具体需要改进模型并设置其参数。考虑基于信度、似然和可信性三个维度的信任计算模型,提出了一种评价评分方法的协议,在没有基础真值的情况下,利用真实仿真数据分析单个传感器局部层面的信任演变。在可视化形式化分析之后,将评分方法应用于全局层面的真实数据,观察数据之间的相互作用和依赖关系
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引用次数: 1
Distributed Range-based Localization for Swarm Robot Systems using Sensor-fusion Technique 基于传感器融合技术的群体机器人分布式距离定位
D. Inoue, Daisuke Murai, Y. Ikuta, H. Yoshida
Herein, we present a localization method for swarm robot systems that relies solely on measured distances from surrounding robots. Using the sensor fusion technique, an exteroceptive estimation method based on the measured distance is dynamically coupled with a simple proprioceptive estimation that uses a robot’s own dynamical properties. Our method strictly preserves the locality of algorithm. The results of numerical simulations for several scenarios show that our proposed method is more accurate that conventional methods.
在此,我们提出了一种群体机器人系统的定位方法,该方法仅依赖于与周围机器人的测量距离。利用传感器融合技术,将基于测量距离的外感觉估计方法与利用机器人自身动态特性的简单本体感觉估计方法动态耦合。该方法严格保持了算法的局部性。数值模拟结果表明,本文提出的方法比传统方法具有更高的精度。
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引用次数: 4
Gap Distributions for Analysing Buyer Behaviour in Agent-based Simulation 基于agent仿真的缺口分布分析买方行为
A. Ahrens, O. Purvinis, J. Zaščerinska
Simulation models allow predicting the development of real situations in various technical, business and social systems. However, many real situations in business environment are of bursty nature. Buyers often appear concentrated or, in other words, bursty. Different approaches for analysing buyers’ behaviour have been developed. One of these approaches focuses on analysis of gaps between buyers, and the buyers’ scenario is completely described by the sequence of gaps. The present research is interdisciplinary, namely telecommunications and business management. The methodology of the present contribution is built on adaptation of gap distribution functions from data transmission theory in telecommunications to bursty business process in business management. The aim of the paper is to demonstrate inter-connections between different gap distribution functions such as Weibull, Exponential and Wilhelm as well as to compare different gap distribution functions for their suitability when analysing bursty processes. Furthermore, this contribution provides the mathematical description of gap processes. The comparison results of different gap distribution functions are presented. The theoretical results are confirmed by practical implementation in agent-based simulation environment.
仿真模型允许预测各种技术、业务和社会系统中真实情况的发展。然而,商业环境中的许多实际情况都具有突发性。买家往往显得很集中,换句话说,很急躁。分析买家行为的不同方法已经被开发出来。其中一种方法侧重于分析买家之间的差距,买家的场景完全由差距序列来描述。目前的研究是跨学科的,即电信和企业管理。本文的研究方法是将电信数据传输理论中的差距分布函数应用于企业管理中的突发业务过程。本文的目的是展示不同的间隙分布函数之间的相互联系,如Weibull, Exponential和Wilhelm,以及比较不同的间隙分布函数在分析突发过程时的适用性。此外,这一贡献提供了间隙过程的数学描述。给出了不同间隙分布函数的比较结果。理论结果在基于智能体的仿真环境中得到了验证。
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引用次数: 4
Lifetime and Buffer-Size Optimization for RF Powered Wireless Sensor Networks 射频供电无线传感器网络的寿命和缓冲区大小优化
B. Koirala, K. Dahal
Radio Frequency-Energy Harvesting (RF-EH) system usually incorporates ‘harvest-store-use’ mechanism, i.e. the harvested RF energy is first stored in an energy buffer and when the stored energy level is sufficient enough to power an application it is then supplied to the device. To improve the network’s performance in terms of lifetime and buffer capacity, it is crucial to develop a model for RF powered Wireless Sensor Networks (WSNs), which considers source-load relations, buffer size and ambient conditions within the context of Energy Neutral Operation (ENO) and minimum energy wastage. In this paper, we propose a model for RF powered WSNs that makes use of available RF energy with variations in maximum and minimum energy levels for two different worst case scenarios encompassing ENO and buffer requirements. We develop an algorithm based on the proposed model to find the optimum energy consumption rate of each sensor nodes that would ensure maximum lifetime of the WSN with minimum buffer capacity. We verified our approach by comparing the results with all other possible consumption rates. We also performed a comparative analysis to find the effect of available RF energy fluctuation in the individual sensor nodes’ lifetime.
射频能量收集(RF- eh)系统通常采用“收集-储存-使用”机制,即收集的射频能量首先存储在能量缓冲器中,当存储的能量水平足以为应用程序供电时,然后将其提供给设备。为了提高网络在寿命和缓冲容量方面的性能,在能量中立操作(ENO)和最小能量浪费的背景下,建立一个考虑源负载关系、缓冲大小和环境条件的射频供电无线传感器网络(WSNs)模型至关重要。在本文中,我们提出了一个射频供电wsn的模型,该模型利用最大和最小能级变化的可用射频能量来应对两种不同的最坏情况,包括ENO和缓冲需求。我们开发了一种基于所提出模型的算法,以找到每个传感器节点的最佳能量消耗率,从而保证WSN在最小缓冲容量下的最大寿命。我们通过将结果与所有其他可能的消耗率进行比较来验证我们的方法。我们还进行了比较分析,以发现可用射频能量波动对单个传感器节点寿命的影响。
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引用次数: 2
Internet of Entities (IoE): A Blockchain-based Distributed Paradigm for Data Exchange between Wireless-based Devices 实体互联网(IoE):基于区块链的分布式模式,用于无线设备之间的数据交换
Roberto Saia, S. Carta, D. R. Recupero, G. Fenu
The exponential growth of wireless-based solutions, such as those related to the mobile smart devices (e.g., smart-phones and tablets) and Internet of Things (IoT) devices, has lead to countless advantages in every area of our society. Such a scenario has transformed the world a few decades back, dominated by latency, into a new world based on an efficient real-time interaction paradigm. Recently, cryptocurrency has contributed to this technological revolution, whose fulcrum is a decentralization model and a certification function offered by the so-called blockchain infrastructure, which makes it possible to certify the financial transactions, anonymously. This paper aims to indicate a possible approach able to exploit this challenging scenario synergistically by introducing a novel blockchain-based distributed paradigm for data exchange between wireless-based devices defined Internet of Entities (IoE). It is based on two core elements with interchangeable roles, entities and trackers, which can be implemented by using existing infrastructures and devices, such as those related to smart-phones, tablets, and IoT systems. The employment of the blockchain-based distributed paradigm allows our approach ensuring the anonymization and immutability of the involved data, which is key in many scenarios and domains (e.g. financial applications, health and legal applications dealing with personal and sensitive data), requirements more and more searched in recent innovations. The possibility to exchange data among a huge number of devices gives rise to a novel and widely exploitable data environment, whose applications are possible in different domains, such as, in Security, eHealth, and Smart Cities.
基于无线的解决方案呈指数级增长,例如与移动智能设备(例如智能手机和平板电脑)和物联网(IoT)设备相关的解决方案,在我们社会的各个领域都带来了无数的优势。这样的场景已经将几十年前由延迟主导的世界转变为一个基于高效实时交互范式的新世界。最近,加密货币为这场技术革命做出了贡献,其支点是所谓的区块链基础设施提供的去中心化模型和认证功能,这使得匿名认证金融交易成为可能。本文旨在指出一种可能的方法,通过引入一种新的基于区块链的分布式范式,在基于无线的实体互联网(IoE)定义的设备之间进行数据交换,从而协同利用这种具有挑战性的场景。它基于两个核心元素,具有可互换的角色,实体和跟踪器,可以通过使用现有的基础设施和设备来实现,例如与智能手机,平板电脑和物联网系统相关的基础设施和设备。基于区块链的分布式范式的使用使我们的方法能够确保所涉及数据的匿名化和不可变性,这在许多场景和领域(例如,处理个人和敏感数据的金融应用程序、健康和法律应用程序)中是关键,这是最近创新中越来越多的需求。在大量设备之间交换数据的可能性产生了一种新颖且可广泛利用的数据环境,其应用可以应用于不同的领域,例如安全、电子健康和智能城市。
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引用次数: 23
A Comparative Performance Evaluation of Distributed Collision-free MAC Protocols for Underwater Sensor Networks 水下传感器网络分布式无碰撞MAC协议性能比较评价
F. Alfouzan, A. Shahrabi, S. Ghoreyshi, T. Boutaleb
The design of Medium Access Control (MAC) protocols for UWSNs poses many challenges because of their long propagation delay, high mobility, limited bandwidth, and high bit error rate. Due to these unique acoustic channel characteristics, most contention-based MAC protocols are costly. Thus, collisions and retransmissions should be efficiently handled at the MAC layer in order to reduce the energy cost and to improve throughput and fairness across the network. As a consequence, they do not perform as efficiently as their achieved performance in terrestrial networks. In this paper, we evaluate the performance of three recently reported distributed collision-free MAC protocols; namely, ED-MAC, DL-MAC, and GC-MAC under various operational conditions. An extensive simulation study is carried out to compare the performance of these MAC protocols in terms of packet delivery ratio (PDR), throughput, and energy consumption with different scenarios (narrow and shallow networks) under varying traffic rates and numbers of nodes. Our study results showed that ED-MAC reaches the best energy efficiency in a narrow scenario with a light load than DL-MAC and GC-MAC protocols. While DL-MAC is a suitable choice for both scenarios among others in terms of flexibility. In terms of reliability and scalability, GC-MAC achieves the best performance in both scenarios than other protocols.
uwsn的介质访问控制(MAC)协议由于其传输延迟长、移动性高、带宽有限、误码率高等特点,给其设计带来了诸多挑战。由于这些独特的声道特性,大多数基于争用的MAC协议都是昂贵的。因此,应该在MAC层有效地处理冲突和重传,以减少能量成本,提高整个网络的吞吐量和公平性。因此,它们的性能不如它们在地面网络中达到的性能那样有效。在本文中,我们评估了最近报道的三种分布式无冲突MAC协议的性能;即不同运行条件下的ED-MAC、DL-MAC和GC-MAC。本文进行了广泛的仿真研究,比较了这些MAC协议在不同流量速率和节点数下,在不同场景(窄网络和浅网络)下,在分组传输比(PDR)、吞吐量和能耗方面的性能。研究结果表明,与DL-MAC和GC-MAC协议相比,ED-MAC协议在负载较轻的窄场景下具有最佳的能效。而DL-MAC在灵活性方面是两种场景的合适选择。在可靠性和可扩展性方面,GC-MAC在这两种场景下的性能都是其他协议中最好的。
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引用次数: 12
Geolocalization in Smart Environment 智能环境中的地理定位
Joseph Merhej, J. Demerjian, Karla Fares, J. B. Abdo, A. Makhoul
Nowadays, wireless indoor positioning systems have become very familiar, and widespread all over the world. They are successfully used in many applications including tracking objects e.g. Firemen who usually face life-threatening situations. Indoor positioning systems become critically convenient in such scenarios. This paper deals with the tracking of a group of firemen during their mission in order to have a real-time visibility of their coordinates. These firemen are armed by smart sensors and are, at the same time, active in a smart environment containing referenced nodes. This paper will propose two approaches: ‘Centralized Emission’, and ‘Broadcast Emission’ and will describe the proposed method to calculate the firemen’s coordinates.
如今,无线室内定位系统已经变得非常熟悉,并在世界范围内广泛应用。它们成功地应用于许多应用,包括跟踪物体,例如经常面临生命危险的消防员。在这种情况下,室内定位系统变得非常方便。本文研究了一组消防员在执行任务期间的跟踪,以便实时查看他们的坐标。这些消防员配备了智能传感器,同时在包含参考节点的智能环境中活动。本文将提出两种方法:“集中发射”和“广播发射”,并将描述提出的方法来计算消防员的坐标。
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引用次数: 1
A Stranded Unshielded Twisted Pair Modeling for Online Fault Location using OMTDR-based Diagnosis Sensor 基于omtdr诊断传感器在线故障定位的非屏蔽双绞线建模
W. B. Hassen, M. Kafal, E. Cabanillas
Despite the worldwide use of stranded Unshielded Twisted Pair (UTP) cables, scientific references dealing with accurate calculation of distributed parameters of such transmission lines are generally missing, especially in high frequency applications where skin and proximity effects are present. On the other hand, reflectometry is a high frequency method that relies on wave propagation in a cable under test for fault diagnosis. In this context, this paper proposes a distributed parameters model for the lossy transmission line of a stranded UTP cable including the pitch of twist and frequency dependent effects to evaluate as faithfully as possible the reflectometry response in such cables. The developed model is validated with 3D-electromagnetic simulations using Time Domain Reflectometry (TDR). For online diagnosis, Orthognal Multi-Tone Time Domain Reflectometry is performed thanks to its capacity to control bandwidth and enable sensors fusion. In complex wiring networks, the developed model is performed to evaluate the performance of OMTDR-based diagnosis sensor including a Xilinx Zynq 7010 FPGA, 10-bit Analog-to-Digital Converter (ADC) and Digital-to-Analog Converter (DAC).
尽管世界各地都在使用非屏蔽双绞线(UTP)电缆,但通常缺乏处理此类传输线分布参数精确计算的科学参考文献,特别是在存在蒙皮和接近效应的高频应用中。另一方面,反射法是一种依靠被测电缆中的波传播来进行故障诊断的高频方法。在这种情况下,本文提出了一种包含扭节和频率依赖效应的多股UTP电缆损耗传输线分布参数模型,以尽可能真实地评估这种电缆的反射响应。利用时域反射仪(TDR)对所建立的模型进行了三维电磁仿真验证。对于在线诊断,由于具有控制带宽和实现传感器融合的能力,可以使用正交多音时域反射法。在复杂的布线网络中,该模型用于评估基于omtdr的诊断传感器的性能,该传感器包括Xilinx Zynq 7010 FPGA, 10位模数转换器(ADC)和数模转换器(DAC)。
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引用次数: 1
Efficient Cluster based Routing Protocol for Collaborative Body Sensor Networks 基于集群的高效协同身体传感器网络路由协议
Nadine Boudargham, J. B. Abdo, J. Demerjian, C. Guyeux, A. Makhoul
Collaborative Body Sensor Networks (CBSNs) are collection of Body Sensor Networks that move in a given area and collaborate, interact and exchange data between each other to identify group activity, perceive events detected by group of individuals, and monitor the status of single and multiple persons. Even though some routing algorithms were proposed for Wireless Sensor Networks (WSNs) and Body Sensor Networks (BSNs), very few studies were found to cover routing in CBSNs. In this paper, we propose a robust cluster based scheme that increases the routing efficiency through the three steps of the routing process: cluster formation, cluster head election, and routing operation of data to the Base Station (BS). MATLAB simulations are performed to compare the performance of the proposed algorithm to other existing routing schemes. Results show that the proposed scheme outperforms others in terms of delay, energy consumption, and packet drop percentage, and therefore succeeds in addressing CBSN challenges.
协作式身体传感器网络(CBSNs)是身体传感器网络的集合,它们在给定区域内移动,相互协作、交互和交换数据,以识别群体活动,感知由一组个体检测到的事件,并监测单个和多个人员的状态。尽管针对无线传感器网络(WSNs)和身体传感器网络(BSNs)提出了一些路由算法,但很少有研究发现涵盖了CBSNs中的路由。本文提出了一种鲁棒的基于集群的路由方案,该方案通过路由过程的三个步骤来提高路由效率:集群形成、簇头选举和数据到基站(BS)的路由操作。通过MATLAB仿真,比较了该算法与其他现有路由方案的性能。结果表明,该方案在延迟、能耗和丢包率方面优于其他方案,因此成功地解决了CBSN的挑战。
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引用次数: 2
期刊
... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks
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