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Programming Smart Object Federations for Simulating and Implementing Ambient Intelligence Scenarios 模拟和实现环境智能场景的智能对象联盟编程
Y. Georgalis, Yuzuru Tanaka, N. Spyratos, C. Stephanidis
This paper leverages previous work on the concept of smart object federations and proposes a new dynamic programming language for implementing and simulating smart objects and their interactions. Following their description in the proposed programming language, smart objects can be fully simulated and used for describing ambient intelligence scenarios. In this context, the contributions of the paper are two-fold: (a) the introduction of a new programming language whose runtime semantics allows for a simple and effective description of smart objects, and (b) the description of meaningful interaction strategies, that are implemented in the proposed language, through which executable smart object federations can be used for simulating and implementing ambient intelligence scenarios.
本文利用先前关于智能对象联合概念的工作,提出了一种新的动态编程语言,用于实现和模拟智能对象及其交互。根据所提出的编程语言的描述,智能对象可以完全模拟并用于描述环境智能场景。在这种情况下,本文的贡献是双重的:(a)引入了一种新的编程语言,其运行时语义允许对智能对象进行简单而有效的描述,以及(b)描述了用所提议的语言实现的有意义的交互策略,通过这种策略,可执行的智能对象联盟可以用于模拟和实现环境智能场景。
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引用次数: 2
Internal Consistency of Physiological Responses during Exposure to Emotional Stimuli using Biosensors 利用生物传感器研究暴露于情绪刺激时生理反应的内部一致性
E. Jang, A. Kim, Sang-Hyebo Kim, H. Yu, J. Sohn
In biomedical engineering application, mental/physical health monitoring using biosensors has been lately noticed because bio-signal acquisition by non-invasive sensors is relatively simple as well as bio-signal is less sensitive to social/cultural difference. In particular, although it is known that they are significantly correlated with human emotional state, whether the signals by various emotions are stable remains unknown. In this study, we examined the consistency of physiological responses induced by six basic emotions, happiness, sadness, anger, fear, disgust and surprise using an experiment that was repeated 10 times. Twelve college subjects participated in this experiment. For emotion induction, sixty different emotional stimuli were selected in a pilot experiment. Heart Rate (HR), Skin Conductance Level (SCL), mean of Skin Temperature (meanSKT), and mean of Photoplethysmograph (meanPPG) were measured before the presentation of stimuli as a baseline and during the presentation of the stimuli as emotional state. The results showed that physiological responses during emotional states for the 10 times the experiment was repeated were stable and consistent compared to the baseline. In particular, we could identify that physiological features such as SCL, HR, and PPG are very reliable. Our results suggest that bio-signals by six emotions are consistent over time regardless of various stimuli. This means that physiological responses are reliable and biosensors are useful tool for emotion recognition.
在生物医学工程应用中,利用生物传感器进行心理/身体健康监测是近年来备受关注的问题,因为生物信号的非侵入性采集相对简单,而且生物信号对社会/文化差异的敏感性较低。特别是,虽然已知它们与人类情绪状态有显著的相关性,但各种情绪的信号是否稳定仍然是未知的。在这项研究中,我们通过重复10次的实验,检验了快乐、悲伤、愤怒、恐惧、厌恶和惊讶这六种基本情绪引起的生理反应的一致性。12名大学生被试参加了这个实验。在情绪诱导方面,选取60种不同的情绪刺激进行先导实验。心率(HR)、皮肤电导水平(SCL)、平均皮肤温度(meanSKT)和平均光体积脉搏波(meanPPG)在刺激呈现前作为基线和在刺激呈现期间作为情绪状态进行测量。结果表明,与基线相比,在10次重复实验中,情绪状态下的生理反应是稳定和一致的。特别是,我们可以确定生理特征,如SCL, HR和PPG是非常可靠的。我们的研究结果表明,无论各种刺激如何,六种情绪的生物信号都是一致的。这意味着生理反应是可靠的,生物传感器是情感识别的有用工具。
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引用次数: 1
Analytical Models for Evaluating Effectiveness of Compressed File Transfers in Mobile Computing 移动计算中压缩文件传输有效性评估的分析模型
Armen Dzhagaryan, A. Milenković
The importance of optimizing data transfers between mobile computing devices and the cloud is increasing with an exponential growth of mobile data traffic. Lossless data compression can be essential in increasing communication throughput, reducing communication latency, achieving energy-efficient communication, and making effective use of available storage. In this paper we introduce analytical models for estimating effective throughput and energy efficiency of uncompressed data transfers and compressed data transfers that utilize common compression utilities. The proposed analytical models are experimentally verified using state-of-the-art mobile devices. These models are instrumental in developing a framework for seamless optimization of data file transfers.
随着移动数据流量的指数级增长,优化移动计算设备和云之间的数据传输的重要性正在增加。无损数据压缩在提高通信吞吐量、减少通信延迟、实现节能通信和有效利用可用存储方面是必不可少的。在本文中,我们介绍了分析模型来估计有效吞吐量和能源效率的非压缩数据传输和压缩数据传输,利用常见的压缩工具。所提出的分析模型使用最先进的移动设备进行了实验验证。这些模型有助于开发无缝优化数据文件传输的框架。
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引用次数: 1
An Environment for Automated Measuring of Energy Consumed by Android Mobile Devices Android移动设备能耗自动测量环境研究
Armen Dzhagaryan, A. Milenković, Mladen Milošević, E. Jovanov
Mobile devices such as smartphones, tablets, and e-readers have become the dominant type of computing platforms. Energy-efficiency has become a key design and operating requirement for applications running on mobile devices. It is further underscored by a growing reliance of consumers on services delivered through mobile devices and their growing complexity and sophistication. A detailed measurement-based characterization of energy needs of mobile applications is important for both device manufacturers and application developers, as it may identify energy-demanding activities and guide optimizations. In this paper, we describe an environment for automated energy measurements of applications running on Android mobile devices. We discuss hardware and software aspects of the environment and several approaches to runtime capturing and timestamping of activities of interest. Finally, we demonstrate the use of the environment in several case studies conducted on Google’s Nexus 4 smartphone.
智能手机、平板电脑和电子阅读器等移动设备已经成为主要的计算平台类型。对于在移动设备上运行的应用程序,能效已经成为一个关键的设计和运行要求。消费者越来越依赖通过移动设备提供的服务,以及移动设备日益复杂和精密,这进一步突显了这一点。对于设备制造商和应用程序开发人员来说,基于测量的移动应用程序能量需求的详细特征是很重要的,因为它可以确定能量需求活动并指导优化。在本文中,我们描述了一个运行在Android移动设备上的应用程序的自动能量测量环境。我们将讨论环境的硬件和软件方面,以及对感兴趣的活动进行运行时捕获和时间戳的几种方法。最后,我们在google 的Nexus 4智能手机上进行的几个案例研究中演示了环境的使用。
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引用次数: 7
Automatic Testbench Generation for Simulation-based Verification of Safety-critical Systems in UML 基于UML的安全关键系统仿真验证的自动测试台生成
Ralph Weissnegger, M. Pistauer, Christian Kreiner, Markus Schuss, K. Römer, C. Steger
The increasing amount of new assistance features in today’s vehicles to ensure safe and reliable operations, imply increasingly complex systems. Since millions of test kilometers have to be driven to ensure a reliable system, simulation-based verification is becoming more important to reduce costs and time-to-market. Furthermore requirements, design and verification have to follow the stringent specifications from standards such as ISO26262 for functional safety. To overcome the complexity issues of safety-critical systems, a modelbased approach helps to unites all stakeholder, and helps non safety specialists to understand problems in the design. In this paper, we present a novel methodology to automatically generate testbenches for simulation based verification from a first safety analysis. Through early simulation with constraint random stimuli and parameters we are able to derive further requirements for real-time applications. Furthermore, these testbenches can be used through the whole safety-lifecycle. Our approach allows a tight and seamless integration of requirements, design and verification into the safety-lifecycle of ISO26262.
为了确保安全可靠的运行,如今的汽车中越来越多的新辅助功能意味着越来越复杂的系统。由于必须进行数百万公里的测试以确保系统的可靠性,因此基于仿真的验证对于降低成本和缩短上市时间变得越来越重要。此外,设计和验证必须遵循ISO26262等功能安全标准的严格规范。为了克服安全关键系统的复杂性问题,基于模型的方法有助于联合所有利益相关者,并帮助非安全专家了解设计中的问题。在本文中,我们提出了一种新的方法来自动生成试验台,用于基于仿真的验证,从第一次安全分析。通过约束随机刺激和参数的早期仿真,我们能够推导出实时应用的进一步要求。此外,这些测试平台可以在整个安全生命周期中使用。我们的方法可以将需求、设计和验证紧密无缝地集成到ISO26262的安全生命周期中。
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引用次数: 4
Feature Engineering for Activity Recognition from Wrist-worn Motion Sensors 基于腕带运动传感器的运动识别特征工程
Sumeyye Konak, Fulya Turan, M. Shoaib, Özlem Durmaz Incel
With their integrated sensors, wrist-worn devices, such as smart watches, provide an ideal platform for human activity recognition. Particularly, the inertial sensors, such as accelerometer and gyroscope can efficiently capture the wrist and arm movements of the users. In this paper, we investigate the use of accelerometer sensor for recognizing thirteen different activities. Particularly, we analyse how different sets of features extracted from acceleration readings perform in activity recognition. We categorize the set of features into three classes: motion related features, orientation-related features and rotation-related features and we analyse the recognition performance using motion, orientation and rotation information both alone and in combination. We utilize a dataset collected from 10 participants and use different classification algorithms in the analysis. The results show that using orientation features achieve the highest accuracies when used alone and in combination with other sensors. Moreover, using only raw acceleration performs slightly better than using linear acceleration and similar compared with gyroscope.
智能手表等腕带设备集成了传感器,为人类活动识别提供了理想的平台。特别是惯性传感器,如加速度计和陀螺仪,可以有效地捕捉用户的手腕和手臂的运动。在本文中,我们研究了使用加速度计传感器来识别13种不同的活动。特别是,我们分析了从加速度读数中提取的不同特征集在活动识别中的表现。我们将特征集分为三类:运动相关特征、方向相关特征和旋转相关特征,并分析了单独和组合使用运动、方向和旋转信息的识别性能。我们利用从10个参与者中收集的数据集,并在分析中使用不同的分类算法。结果表明,在单独使用和与其他传感器结合使用时,使用方向特征可以获得最高的精度。此外,仅使用原始加速度比使用线性加速度性能稍好,与陀螺仪相比类似。
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引用次数: 8
BiPS - A Real-time-capable Protocol Framework for Wireless Sensor Networks 无线传感器网络的实时协议框架
D. Christmann, T. Braun, Markus Engel, R. Gotzhein
Distributed real-time systems present a particular challenge, because two key problems have to be solved during their development: First, deployed protocols must provide deterministic behavior to enable a predictable outcome. Second, the implementations of the protocols have to be in compliance with the stringent timing constraints stated by the protocols to ensure that their runtime behavior remains deterministic. This, particularly, requires an adequate isolation of time-critical protocols from less preferential applications installed on the same node. In this paper, we present the protocol framework BiPS, which tackles these challenges for wireless sensor networks and Imote 2 hardware platforms. Besides summarizing the various MAC protocols – both best effort and real-time-capable protocols – and operating system functionalities provided by BiPS, this paper presents comparative evaluations with TinyOS, a state-of-the-practice operating system for wireless sensor networks, and the real-time operating system RIOT. The results show that protocols realized with BiPS outperforms these solutions w.r.t. predictability of execution times, thereby providing evidence of the advantages of BiPS for real-time systems.
分布式实时系统提出了一个特殊的挑战,因为在开发过程中必须解决两个关键问题:首先,部署的协议必须提供确定性行为以实现可预测的结果。其次,协议的实现必须遵守协议规定的严格的时间约束,以确保其运行时行为保持确定性。这尤其需要将时间关键型协议与安装在同一节点上的不那么优先的应用程序充分隔离开来。在本文中,我们提出了协议框架BiPS,它解决了无线传感器网络和Imote 2硬件平台的这些挑战。除了总结各种MAC协议(包括最佳努力协议和实时协议)和BiPS提供的操作系统功能外,本文还与TinyOS(一种最先进的无线传感器网络操作系统)和实时操作系统RIOT进行了比较评估。结果表明,使用BiPS实现的协议在执行时间可预测性方面优于这些解决方案,从而证明了BiPS在实时系统中的优势。
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引用次数: 5
Wearable Monitoring for the Detection of Nocturnal Agitation in Dementia 用于检测痴呆患者夜间躁动的穿戴式监测
A. C. Marcén, J. Carro, V. Monasterio
Nocturnal agitation is one of the symptoms exhibited by dementia patients. Diagnosing and monitoring the evolution of agitation is difficult because patient monitoring requires a doctor, nurse or caregiver observing patients for extended periods of time. In this work, we propose to use an automatic monitoring system based on wearable technology that complements the caregiver’s work. The proposed system uses a wrist wearable device to record agitation data, which are subsequently classified through machine learning techniques as quantifiable indexes of nocturnal agitation. Preliminary tests performed with volunteers showed that the classification of recorded movements between nocturnal agitation or quiet periods was successful in 78.86% of the cases. This proof of concept demonstrates the feasibility of using wearable technology to monitor nocturnal agitation.
夜间躁动是痴呆患者表现出的症状之一。诊断和监测躁动的演变是困难的,因为患者监测需要医生、护士或护理人员长时间观察患者。在这项工作中,我们建议使用基于可穿戴技术的自动监测系统来补充护理人员的工作。该系统使用手腕可穿戴设备记录躁动数据,随后通过机器学习技术将其分类为夜间躁动的可量化指标。对志愿者进行的初步测试表明,78.86%的病例成功地对夜间躁动期和安静期之间记录的运动进行了分类。这一概念证明了使用可穿戴技术监测夜间躁动的可行性。
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引用次数: 3
Traffic Estimation for Dynamic Capacity Adaptation in Load Adaptive Network Operation Regimes 负载自适应网络运行状态下动态容量适应的流量估计
A. Ahrens, C. Lange, C. Benavente-Peces
The energy demand of telecommunication equipment and networks has been identified to be significant. In the information society such networks are vital for societal and economic welfare as well as for the people’s private lives. Therefore an improved energy efficiency of telecommunication networks is essential in the context of sustainability and climate change. Load-adaptive regimes are a promising option for energy-efficient and sustainable network operation. As the capacity is adapted to temporally fluctuating traffic demands, they require a robust traffic demand estimation. As a potential solution to mitigate this problem, a method for reliable traffic demand forecasting on relevant time scales using Wiener filtering is presented. The results show that the capacity dimensioning based on the proposed Wiener filtering traffic estimation method leads to reliable outcomes enabling sustainable and efficient network operation.
电信设备和网络的能源需求已被确定为显著。在信息社会中,这种网络对社会和经济福利以及人们的私人生活至关重要。因此,在可持续性和气候变化的背景下,提高电信网络的能源效率至关重要。负载自适应机制是一种很有希望的节能和可持续网络运行的选择。由于容量适应于时间波动的交通需求,因此需要稳健的交通需求估计。为了解决这一问题,本文提出了一种基于维纳滤波的相关时间尺度交通需求预测方法。结果表明,基于维纳滤波流量估计方法的容量维度计算结果可靠,能够实现网络的持续高效运行。
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引用次数: 3
A Distributed and Cooperative Verification Mechanism to Defend against DODAG Version Number Attack in RPL RPL中防范DODAG版本号攻击的分布式协作验证机制
Firoz Ahmed, Young-Bae Ko
To design a routing protocol for Low-power and Lossy Networks (LLNs), the IETF developed RPL (Routing Protocol for Low-power and lossy network) which is novel, standard and light weight routing protocol standardized for constrained environment and does not have the functionality like of traditional routing protocols. Providing security in RPL is still challenging as the devices are connected to the vulnerable Internet, limited resources, and the communication links are lossy. Therefore, an attacker can easily exploit the functionalities of RPL protocol. RPL exposed to a variety of attacks. One of the most inconsistency topological attacks is DODAG version number attack. In this paper, we proposed a distributed and cooperative verification mechanism to securely defend against the DODAG version number attack with low control overhead and high reliability. Simulation results show that the proposed approach defends DODAG version number attack reliably and reduces control overhead significantly.
为了设计一种适合低功耗和有损网络的路由协议,IETF开发了RPL (routing protocol for Low-power and Lossy network,低功耗和有损网络路由协议),它是一种新颖、标准、轻量级的路由协议,是为约束环境标准化的,不具有传统路由协议的功能。在RPL中提供安全性仍然具有挑战性,因为设备连接到脆弱的Internet,资源有限,并且通信链路是有损的。因此,攻击者可以很容易地利用RPL协议的功能。RPL暴露于各种攻击之下。最不一致的拓扑攻击之一是DODAG版本号攻击。本文提出了一种低控制开销、高可靠性的分布式协作验证机制,以安全防御DODAG版本号攻击。仿真结果表明,该方法可靠地防御了DODAG版本号攻击,显著降低了控制开销。
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引用次数: 16
期刊
International Conference on Pervasive and Embedded Computing and Communication Systems
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