首页 > 最新文献

... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks最新文献

英文 中文
Design of a Guideline for Range-based Localization Algorithms Evaluation using Multiple Linear Regressions 基于多元线性回归的距离定位算法评价准则设计
Dhouha El Houssaini, Zaid Abdullah, Sabrine Kheriji, K. Besbes, O. Kanoun
Localization is an essential feature in numerous Wireless Sensor Network (WSN) applications, including tracking, health monitoring, and military supervision. Analytical modeling and analysis of the localization system remain challenging and infeasible since it offers oversimplified results with limited reliability to the evaluated cases. Likewise, disseminating test-beds involves a lot of effort, making the simulation phase indispensable to study the WSN localization. The defined localization model needs to ensure solid and pragmatic network assumptions during the simulation. However, most network simulators don’t meet specific criteria related to network definition, such as scalability and heterogeneity. As part of this endeavor, a guideline for evaluating and analyzing technical methods of range-based localization is developed. Multiple linear regression is used to generate the different localization instances, which enables to support different and non-dependent parameters. The developed guideline for range-based localization is tested and validated for existing localization
定位是许多无线传感器网络(WSN)应用的基本特征,包括跟踪、健康监测和军事监督。定位系统的分析建模和分析仍然具有挑战性和不可行的,因为它提供的结果过于简化,对评估案例的可靠性有限。同样,试验台的推广也涉及大量的工作,使得仿真阶段成为研究无线传感器网络定位不可或缺的环节。所定义的定位模型需要在仿真过程中保证可靠和实用的网络假设。然而,大多数网络模拟器不满足与网络定义相关的特定标准,例如可伸缩性和异构性。在此基础上,提出了一套基于距离的定位技术方法评价与分析准则。采用多元线性回归生成不同的定位实例,支持不同且不相关的参数。开发的基于距离的定位准则在现有的定位中进行了测试和验证
{"title":"Design of a Guideline for Range-based Localization Algorithms Evaluation using Multiple Linear Regressions","authors":"Dhouha El Houssaini, Zaid Abdullah, Sabrine Kheriji, K. Besbes, O. Kanoun","doi":"10.5220/0011013100003118","DOIUrl":"https://doi.org/10.5220/0011013100003118","url":null,"abstract":"Localization is an essential feature in numerous Wireless Sensor Network (WSN) applications, including tracking, health monitoring, and military supervision. Analytical modeling and analysis of the localization system remain challenging and infeasible since it offers oversimplified results with limited reliability to the evaluated cases. Likewise, disseminating test-beds involves a lot of effort, making the simulation phase indispensable to study the WSN localization. The defined localization model needs to ensure solid and pragmatic network assumptions during the simulation. However, most network simulators don’t meet specific criteria related to network definition, such as scalability and heterogeneity. As part of this endeavor, a guideline for evaluating and analyzing technical methods of range-based localization is developed. Multiple linear regression is used to generate the different localization instances, which enables to support different and non-dependent parameters. The developed guideline for range-based localization is tested and validated for existing localization","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"87 1","pages":"256-262"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74948737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Improving Power and Energy Efficiency of Linearly Equalized Baseband Cable Transmission Links 提高线性均衡基带电缆传输链路的功率和能量效率
C. Lange, A. Ahrens
Telecommunication networks have been identified to exhibit a substantial electrical power and energy demand. Therefore it is important to utilize power and energy efficie nt systems as building blocks for such networks. In wired access networks copper cables are used for highspeed d ata transmission. Important technical indicators for power and energy efficiency of transmission systems are t r nsmit power and energy per bit. In this work it is investigated how transmit power and energy per bit in li nearly equalized multilevel baseband cable transmission systems can be minimized by exploiting degrees of fr eedom in the transmission link design for given throughput and transmission quality. First, the constella tion size is a degree of freedom: Its optimization leads to minimum values of transmit power and energy per bit depend ing on the interplay between throughput and band limitation of the cable. Second, the partitioning of th e equalization to transmitter and receiver is a degree of freedom: Here, a uniform distribution of the linear equal izing function is found to be optimum in terms of minimum transmit power or energy per bit at a given transmiss ion performance and quality. The results show that the optimization of constellation size and equalizati on partitioning leads to significant transmit power and energy-per-bit savings compared to conventional baseband c ble transmission systems.
已确定电信网络显示出大量的电力和能源需求。因此,重要的是利用电力和能源效率的系统作为这种网络的基石。在有线接入网中,铜缆用于高速数据传输。传输系统功率和能源效率的重要技术指标是传输功率和每比特能量。在这项工作中,研究了如何在给定吞吐量和传输质量的情况下,利用传输链路设计中的自由度来最小化近均衡多基带电缆传输系统的传输功率和每比特能量。首先,星座大小是一个自由度:它的优化导致传输功率和每比特能量的最小值,这取决于电缆的吞吐量和频带限制之间的相互作用。其次,对发射器和接收器的均衡分配是一个自由度:在这里,在给定的传输性能和质量下,发现线性均衡函数的均匀分布在最小发射功率或每比特能量方面是最佳的。结果表明,与传统基带电缆传输系统相比,星座大小的优化和均衡划分导致显著的传输功率和每比特能量节约。
{"title":"Improving Power and Energy Efficiency of Linearly Equalized Baseband Cable Transmission Links","authors":"C. Lange, A. Ahrens","doi":"10.5220/0010800300003118","DOIUrl":"https://doi.org/10.5220/0010800300003118","url":null,"abstract":"Telecommunication networks have been identified to exhibit a substantial electrical power and energy demand. Therefore it is important to utilize power and energy efficie nt systems as building blocks for such networks. In wired access networks copper cables are used for highspeed d ata transmission. Important technical indicators for power and energy efficiency of transmission systems are t r nsmit power and energy per bit. In this work it is investigated how transmit power and energy per bit in li nearly equalized multilevel baseband cable transmission systems can be minimized by exploiting degrees of fr eedom in the transmission link design for given throughput and transmission quality. First, the constella tion size is a degree of freedom: Its optimization leads to minimum values of transmit power and energy per bit depend ing on the interplay between throughput and band limitation of the cable. Second, the partitioning of th e equalization to transmitter and receiver is a degree of freedom: Here, a uniform distribution of the linear equal izing function is found to be optimum in terms of minimum transmit power or energy per bit at a given transmiss ion performance and quality. The results show that the optimization of constellation size and equalizati on partitioning leads to significant transmit power and energy-per-bit savings compared to conventional baseband c ble transmission systems.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"113 1","pages":"15-25"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81019337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wireless Sensor Network for Environmental Monitoring of Cultural Heritage 用于文物环境监测的无线传感器网络
Adrián Hinostroza, Jimmy Tarrillo
Cultural heritage assets represent the history and unique identity for every nation in the world, so their protection and conservation are mandatory tasks. However, although such assets are usually exhibited in special museum rooms, sometimes the environmental conditions may be modified, putting the materials at risk. These facts can be more severe in warehouses, where environmental conditions can vary even more. Most of the measurement sites are located in spaces that make it difficult or do not allow the handling of commercial devices for measuring multiple environmental parameters, either due to their size, energy consumption or because they cannot be connected to the internet, so there is no timely availability of information on the environmental condition in which they are found. This work presents the design and implementation of a wireless sensors network based on Bluetooth Low Energy and ZigBee, able to measure temperature, moisture, light intensity and irradiance, and particulate matter 2.5 and 10, in the different spaces where objects of cultural heritage are found. These measurements are sent to a web platform through the use of Wi-Fi or GPRS technology.
文化遗产代表着世界上每一个民族的历史和独特的身份,因此保护和保存是一项强制性的任务。然而,尽管这些资产通常在特殊的博物馆房间中展出,但有时环境条件可能会改变,使这些材料处于危险之中。这些事实在仓库中可能更加严重,那里的环境条件可能变化更大。大多数测量点位于难以或不允许处理用于测量多种环境参数的商用设备的空间,这要么是因为它们的尺寸,能源消耗,要么是因为它们无法连接到互联网,因此无法及时获得有关它们所处环境条件的信息。这项工作展示了基于蓝牙低功耗和ZigBee的无线传感器网络的设计和实现,能够在发现文物的不同空间中测量温度、湿度、光强度和辐照度以及颗粒物2.5和10。这些测量结果通过使用Wi-Fi或GPRS技术发送到网络平台。
{"title":"Wireless Sensor Network for Environmental Monitoring of Cultural Heritage","authors":"Adrián Hinostroza, Jimmy Tarrillo","doi":"10.5220/0010916700003118","DOIUrl":"https://doi.org/10.5220/0010916700003118","url":null,"abstract":"Cultural heritage assets represent the history and unique identity for every nation in the world, so their protection and conservation are mandatory tasks. However, although such assets are usually exhibited in special museum rooms, sometimes the environmental conditions may be modified, putting the materials at risk. These facts can be more severe in warehouses, where environmental conditions can vary even more. Most of the measurement sites are located in spaces that make it difficult or do not allow the handling of commercial devices for measuring multiple environmental parameters, either due to their size, energy consumption or because they cannot be connected to the internet, so there is no timely availability of information on the environmental condition in which they are found. This work presents the design and implementation of a wireless sensors network based on Bluetooth Low Energy and ZigBee, able to measure temperature, moisture, light intensity and irradiance, and particulate matter 2.5 and 10, in the different spaces where objects of cultural heritage are found. These measurements are sent to a web platform through the use of Wi-Fi or GPRS technology.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"41 1","pages":"171-175"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81634586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Genetic Programming based Algorithm for HW/SW Cosynthesis of Distributed Embedded Systems Specified using Conditional Task Graph 基于遗传规划的基于条件任务图的分布式嵌入式系统软硬件协同算法
Adam Górski, M. Ogorzałek
In this paper we propose a novel genetic programming based iterative improvement approach for hardware/software cosynthesis of distributed embedded systems. Unlike other genetic programming solutions for distributed embedded systems in this work the system is specified using conditional task graph. In such a graph every node represents a single task. The edge represents amount of data needed to be transferred between connected tasks, however some of the edges can be conditional. The data is transferred using those edges only if condition is satisfied. Proposed methodology is based on genetic programming. Therefore the genotype is a system construction tree. In each nodes of the tree are system building options. The next generations are obtained using standard genetic operators: mutation, crossover, cloning and selection.
本文提出了一种基于遗传规划迭代改进的分布式嵌入式系统软硬件协同集成方法。与本研究中分布式嵌入式系统的其他遗传编程解决方案不同,该系统使用条件任务图来指定。在这样的图中,每个节点代表一个任务。边表示在连接的任务之间需要传输的数据量,但是有些边可能是有条件的。只有在满足条件的情况下,才使用这些边传输数据。提出了基于遗传规划的方法。因此,基因型是一个系统构建树。在树的每个节点中都有系统构建选项。下一代是通过标准的遗传操作获得的:突变、交叉、克隆和选择。
{"title":"Genetic Programming based Algorithm for HW/SW Cosynthesis of Distributed Embedded Systems Specified using Conditional Task Graph","authors":"Adam Górski, M. Ogorzałek","doi":"10.5220/0011011700003118","DOIUrl":"https://doi.org/10.5220/0011011700003118","url":null,"abstract":"In this paper we propose a novel genetic programming based iterative improvement approach for hardware/software cosynthesis of distributed embedded systems. Unlike other genetic programming solutions for distributed embedded systems in this work the system is specified using conditional task graph. In such a graph every node represents a single task. The edge represents amount of data needed to be transferred between connected tasks, however some of the edges can be conditional. The data is transferred using those edges only if condition is satisfied. Proposed methodology is based on genetic programming. Therefore the genotype is a system construction tree. In each nodes of the tree are system building options. The next generations are obtained using standard genetic operators: mutation, crossover, cloning and selection.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"158 1","pages":"239-243"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75639270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of Two Different Radar Concepts for Pedestrian Protection on Bus Stops 公交车站行人保护的两种不同雷达概念比较
Egor Streck, R. Herschel, Patrick Wallrath, M. Sunderam, G. Elger
This paper presents the joint work from the “HORIS” project, with a focus on pedestrian detection at busstops by radar sensors mounted in the infrastructure to support future autonomous driving and protecting pedestrians in critical situations. Two sensor systems are investigated and evaluated. The first based on single radar sensor phase-sensitive raw data analysis and the second based on sensor data fusion of cluster data with two radar sensors using neural networks to predict the position of pedestrians.
本文介绍了“HORIS”项目的联合工作,重点是通过安装在基础设施中的雷达传感器在公交车站检测行人,以支持未来的自动驾驶,并在危急情况下保护行人。对两种传感器系统进行了研究和评估。第一种方法是基于单个雷达传感器相敏原始数据分析,第二种方法是基于两个雷达传感器的聚类数据融合,利用神经网络进行行人位置预测。
{"title":"Comparison of Two Different Radar Concepts for Pedestrian Protection on Bus Stops","authors":"Egor Streck, R. Herschel, Patrick Wallrath, M. Sunderam, G. Elger","doi":"10.5220/0010777100003118","DOIUrl":"https://doi.org/10.5220/0010777100003118","url":null,"abstract":"This paper presents the joint work from the “HORIS” project, with a focus on pedestrian detection at busstops by radar sensors mounted in the infrastructure to support future autonomous driving and protecting pedestrians in critical situations. Two sensor systems are investigated and evaluated. The first based on single radar sensor phase-sensitive raw data analysis and the second based on sensor data fusion of cluster data with two radar sensors using neural networks to predict the position of pedestrians.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"67 1","pages":"89-96"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88251913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of a Reconfigurable Multimodal Wearable Sensor Network (RMWSN) for Human Health and Ambience Monitoring 用于人体健康和环境监测的可重构多模态可穿戴传感器网络(RMWSN)设计
Surendar Devasundaram, Andrea Raymond, Mark Virgen, Drue Shapiro, Joon-Hyuk Park
The studies of human physiology, movement biomechanics and environmental interaction are generally conducted in laboratory settings using standard lab equipment such as Electrocardiography (ECG), respiration belt, motion capture cameras and a force-plate instrumented treadmill. With recent advancements in wearable technology, research on human behaviour, physiology and biomechanics in real-world environments has become much more viable and offers a means to collect real-world data from a broader range of activities. However, current wearable devices are typically a stand-alone system, each employing its own hardware and software interfaces that often vary between different systems, thus making it difficult to simultaneously integrate and instrument them on a user for synchronous multimodal measurements. To overcome this limitation, we propose a reconfigurable multimodal wearable sensor network (RMWSN) for real-time monitoring and data acquisition of various biomechanics, physiological and environmental parameters. The RMWSN incorporates a two-tier sensor network: the first tier utilizes wearable sensors with a microcontroller and the second tier consists of an efficient edge computing device for real-time data processing, data logging and wireless data transmission. The novel feature of the system that differentiates itself from existing wearable sensor systems is the modular and reconfigurable design in a wearable form, its scalability, easy accessibility, and integration with external computing devices. The outcomes of this research demonstrate an efficient multimodal wearable sensor network for use in many applications for human health and ambience monitoring.
人体生理学、运动生物力学和环境相互作用的研究通常在实验室环境中进行,使用标准的实验室设备,如心电图(ECG)、呼吸带、运动捕捉相机和力板仪器跑步机。随着最近可穿戴技术的进步,在现实环境中对人类行为、生理和生物力学的研究变得更加可行,并提供了一种从更广泛的活动中收集真实世界数据的方法。然而,目前的可穿戴设备通常是一个独立的系统,每个设备都使用自己的硬件和软件接口,这些接口在不同的系统之间经常变化,因此很难同时集成并在用户身上进行同步多模态测量。为了克服这一限制,我们提出了一个可重构的多模态可穿戴传感器网络(RMWSN),用于实时监测和获取各种生物力学、生理和环境参数的数据。RMWSN采用两层传感器网络:第一层使用带有微控制器的可穿戴传感器,第二层由高效的边缘计算设备组成,用于实时数据处理、数据记录和无线数据传输。该系统区别于现有可穿戴传感器系统的新颖之处在于其可穿戴形式的模块化和可重构设计、可扩展性、易访问性以及与外部计算设备的集成。这项研究的结果展示了一种高效的多模态可穿戴传感器网络,可用于人类健康和环境监测的许多应用。
{"title":"Design of a Reconfigurable Multimodal Wearable Sensor Network (RMWSN) for Human Health and Ambience Monitoring","authors":"Surendar Devasundaram, Andrea Raymond, Mark Virgen, Drue Shapiro, Joon-Hyuk Park","doi":"10.5220/0010838100003118","DOIUrl":"https://doi.org/10.5220/0010838100003118","url":null,"abstract":"The studies of human physiology, movement biomechanics and environmental interaction are generally conducted in laboratory settings using standard lab equipment such as Electrocardiography (ECG), respiration belt, motion capture cameras and a force-plate instrumented treadmill. With recent advancements in wearable technology, research on human behaviour, physiology and biomechanics in real-world environments has become much more viable and offers a means to collect real-world data from a broader range of activities. However, current wearable devices are typically a stand-alone system, each employing its own hardware and software interfaces that often vary between different systems, thus making it difficult to simultaneously integrate and instrument them on a user for synchronous multimodal measurements. To overcome this limitation, we propose a reconfigurable multimodal wearable sensor network (RMWSN) for real-time monitoring and data acquisition of various biomechanics, physiological and environmental parameters. The RMWSN incorporates a two-tier sensor network: the first tier utilizes wearable sensors with a microcontroller and the second tier consists of an efficient edge computing device for real-time data processing, data logging and wireless data transmission. The novel feature of the system that differentiates itself from existing wearable sensor systems is the modular and reconfigurable design in a wearable form, its scalability, easy accessibility, and integration with external computing devices. The outcomes of this research demonstrate an efficient multimodal wearable sensor network for use in many applications for human health and ambience monitoring.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"26 1","pages":"26-33"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75515328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Application with Jetson Nano for Plant Stress Detection and On-field Spray Decision Jetson Nano在植物胁迫检测和田间喷洒决策中的应用
M. A. D. Oliveira, Gregory Sedrez, G. Souza, G. H. Cavalheiro
Increasing field productivity is not just a financial need, but also a social issue. Several technologies converge to promote food production and, in this context, the fog computing paradigm can support the development of solutions for precision agriculture. This paper proposes an application of the Jetson Nano device, embedded in an agricultural spraying implement. This device supports the decision on irrigation activity, based on data collected by sensors distributed in the field. The sensors read information about the plant’s stress level from electrical signals and the Jetson Nano enables real-time analysis, through machine learning algorithms, to manage the product spray rate, according to the condition of the crop. Initial studies validated the proposed solution on an experimental basis, showing that the device can be an alternative for this purpose, since it can be used efficiently in machine learning tasks from data collected by the sensors. The experiment also highlighted some limitations of the proposed solution, such as the importance of observing the conditions of the system as a whole, its context and environment, in order to improve performance in spraying process.
提高田间生产力不仅是一个经济需求,也是一个社会问题。几种技术融合在一起促进粮食生产,在这种情况下,雾计算范式可以支持精准农业解决方案的开发。本文提出了Jetson纳米装置在农用喷雾器中的应用。该设备根据分布在田间的传感器收集的数据支持灌溉活动的决策。传感器从电信号中读取有关植物压力水平的信息,Jetson Nano通过机器学习算法进行实时分析,根据作物状况管理产品喷洒速度。最初的研究在实验基础上验证了提出的解决方案,表明该设备可以作为这一目的的替代方案,因为它可以有效地用于从传感器收集的数据中进行机器学习任务。实验还突出了所提出的解决方案的一些局限性,例如为了提高喷涂过程中的性能,必须观察整个系统的条件、其背景和环境。
{"title":"An Application with Jetson Nano for Plant Stress Detection and On-field Spray Decision","authors":"M. A. D. Oliveira, Gregory Sedrez, G. Souza, G. H. Cavalheiro","doi":"10.5220/0010983900003118","DOIUrl":"https://doi.org/10.5220/0010983900003118","url":null,"abstract":"Increasing field productivity is not just a financial need, but also a social issue. Several technologies converge to promote food production and, in this context, the fog computing paradigm can support the development of solutions for precision agriculture. This paper proposes an application of the Jetson Nano device, embedded in an agricultural spraying implement. This device supports the decision on irrigation activity, based on data collected by sensors distributed in the field. The sensors read information about the plant’s stress level from electrical signals and the Jetson Nano enables real-time analysis, through machine learning algorithms, to manage the product spray rate, according to the condition of the crop. Initial studies validated the proposed solution on an experimental basis, showing that the device can be an alternative for this purpose, since it can be used efficiently in machine learning tasks from data collected by the sensors. The experiment also highlighted some limitations of the proposed solution, such as the importance of observing the conditions of the system as a whole, its context and environment, in order to improve performance in spraying process.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"16 1","pages":"215-222"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76506484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Snowflake: An Adaptive Energy and Delay Efficient Scheme for Source Location Privacy in Wireless Sensor Networks 雪花:无线传感器网络中自适应能量和延迟有效的源位置隐私方案
Sain Saginbekov, Dossay Oryspayev
Wireless Sensor Networks (WSNs) consist of a number of resource-constrained sensor nodes and a designated node called a sink, which collects data from the sensor nodes. A WSN can be used in numerous applications such as subject tracking and monitoring, where it is often desirable to keep the location of the subject private. In these types of applications, an adversary can locate the monitored subject, if a location privacy protection scheme is not applied. In this paper, we propose an adaptive energy and delay efficient scheme, called Snowflake, that conceals the location of subjects from a global adversary. Snowflake can be adapted to make the delivery delay smaller, or to make the packet overhead low. The simulation results show that Snowflake performs better than an existing algorithm.
无线传感器网络(wsn)由许多资源受限的传感器节点和一个指定的节点(称为sink)组成,该节点从传感器节点收集数据。WSN可用于许多应用中,例如对象跟踪和监控,在这些应用中通常需要保持对象的位置的私密性。在这些类型的应用程序中,如果不应用位置隐私保护方案,攻击者可以定位被监视的对象。在本文中,我们提出了一种自适应的能量和延迟效率方案,称为雪花,它可以对全局对手隐藏目标的位置。Snowflake可以使传输延迟更小,或者使数据包开销更低。仿真结果表明,该算法的性能优于现有算法。
{"title":"Snowflake: An Adaptive Energy and Delay Efficient Scheme for Source Location Privacy in Wireless Sensor Networks","authors":"Sain Saginbekov, Dossay Oryspayev","doi":"10.5220/0011014400003118","DOIUrl":"https://doi.org/10.5220/0011014400003118","url":null,"abstract":"Wireless Sensor Networks (WSNs) consist of a number of resource-constrained sensor nodes and a designated node called a sink, which collects data from the sensor nodes. A WSN can be used in numerous applications such as subject tracking and monitoring, where it is often desirable to keep the location of the subject private. In these types of applications, an adversary can locate the monitored subject, if a location privacy protection scheme is not applied. In this paper, we propose an adaptive energy and delay efficient scheme, called Snowflake, that conceals the location of subjects from a global adversary. Snowflake can be adapted to make the delivery delay smaller, or to make the packet overhead low. The simulation results show that Snowflake performs better than an existing algorithm.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"26 1","pages":"81-86"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77580125","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time Approach for Decision Making in IoT-based Applications 基于物联网应用的实时决策方法
Hassan Harb, Diana Nader, Kassem Sabeh, A. Makhoul
Nowadays, the IoT applications benefit widely many sectors including healthcare, environment, military, surveillance, etc. While the potential benefits of IoT are real and significant, two major challenges remain in front of fully realizing this potential: limited sensor energy and decision making in real-time applications. To overcome these problems, data reduction techniques over data routed to the sink should be used in such a way that they do not discard useful information. In this paper, we propose a new energy efficient and real-time based algorithm to improve the decision making in IoT. At first data reduction is applied at the sensor nodes to reduce their raw data based on a predefined scoring system. Then, a second data reduction phase is applied at intermediate nodes, called grid leaders. It uses K-means as a clustering algorithm in order to eliminate data redundancy collected by the neighbor nodes. Finally, decision is taken at the sink level based on a scoring risk system and a risk-decision table. The evaluation of our technique is made based on a simulation from data collected on sensors at Intel Berkeley research lab. The obtained results show the relevance of our technique, in terms of data reduction and energy consumption.
如今,物联网应用广泛受益于许多领域,包括医疗保健,环境,军事,监视等。虽然物联网的潜在好处是真实而显著的,但在充分实现这一潜力之前仍然存在两个主要挑战:有限的传感器能量和实时应用中的决策。为了克服这些问题,应该以不丢弃有用信息的方式使用路由到接收器的数据缩减技术。在本文中,我们提出了一种新的基于节能和实时的算法来改善物联网中的决策。首先,基于预定义的评分系统,在传感器节点上应用数据约简来减少它们的原始数据。然后,在中间节点(称为网格leader)上应用第二个数据缩减阶段。它使用K-means作为聚类算法,以消除邻居节点收集的数据冗余。最后,基于评分风险系统和风险决策表,在汇聚层进行决策。基于英特尔伯克利研究实验室收集的传感器数据的仿真,对我们的技术进行了评估。所获得的结果显示了我们的技术在数据减少和能耗方面的相关性。
{"title":"Real-time Approach for Decision Making in IoT-based Applications","authors":"Hassan Harb, Diana Nader, Kassem Sabeh, A. Makhoul","doi":"10.5220/0010985800003118","DOIUrl":"https://doi.org/10.5220/0010985800003118","url":null,"abstract":"Nowadays, the IoT applications benefit widely many sectors including healthcare, environment, military, surveillance, etc. While the potential benefits of IoT are real and significant, two major challenges remain in front of fully realizing this potential: limited sensor energy and decision making in real-time applications. To overcome these problems, data reduction techniques over data routed to the sink should be used in such a way that they do not discard useful information. In this paper, we propose a new energy efficient and real-time based algorithm to improve the decision making in IoT. At first data reduction is applied at the sensor nodes to reduce their raw data based on a predefined scoring system. Then, a second data reduction phase is applied at intermediate nodes, called grid leaders. It uses K-means as a clustering algorithm in order to eliminate data redundancy collected by the neighbor nodes. Finally, decision is taken at the sink level based on a scoring risk system and a risk-decision table. The evaluation of our technique is made based on a simulation from data collected on sensors at Intel Berkeley research lab. The obtained results show the relevance of our technique, in terms of data reduction and energy consumption.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"94 1","pages":"223-230"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86712779","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Implementation of RSSI Module in Omnet++ for Investigation of WSN Simulations based on Real Environmental Conditions 基于真实环境条件的WSN仿真研究中RSSI模块在omnet++中的实现
Mohamed Khalil Baazaoui, Ilef Ketata, Ghofrane Fersi, A. Fakhfakh, F. Derbel
The simulation of different scenarios and protocols under environmental conditions is a success key for a reliable Wireless Sensor Network (WSN). For some applications, the variation of the weather conditions as the temperature and humidity could affect the Received Signal Strength Indication (RSSI). Running multisimulation scenarios is required to evaluate the proposed protocols and architectures before their deployment in a real-world network. The more the simulator mimics the real world, the closer the evaluation results to the real network. In this paper, we have integrated temperature and humidity in the Omnet simulator and have taken into account the impact of these environmental factors on the RSSI based on real experiments that were carried out using the CC1101 radio ship of Panstamp Avr2 at 868 MHz frequency.
环境条件下不同场景和协议的仿真是实现可靠无线传感器网络的关键。对于某些应用,天气条件的变化,如温度和湿度,可能会影响接收信号强度指示(RSSI)。在将提议的协议和体系结构部署到实际网络之前,需要运行多仿真场景来评估它们。仿真器对真实网络的模拟越多,评估结果越接近真实网络。在本文中,我们在Omnet模拟器中集成了温度和湿度,并基于使用Panstamp Avr2的CC1101无线电船在868 MHz频率下进行的实际实验,考虑了这些环境因素对RSSI的影响。
{"title":"Implementation of RSSI Module in Omnet++ for Investigation of WSN Simulations based on Real Environmental Conditions","authors":"Mohamed Khalil Baazaoui, Ilef Ketata, Ghofrane Fersi, A. Fakhfakh, F. Derbel","doi":"10.5220/0011012600003118","DOIUrl":"https://doi.org/10.5220/0011012600003118","url":null,"abstract":"The simulation of different scenarios and protocols under environmental conditions is a success key for a reliable Wireless Sensor Network (WSN). For some applications, the variation of the weather conditions as the temperature and humidity could affect the Received Signal Strength Indication (RSSI). Running multisimulation scenarios is required to evaluate the proposed protocols and architectures before their deployment in a real-world network. The more the simulator mimics the real world, the closer the evaluation results to the real network. In this paper, we have integrated temperature and humidity in the Omnet simulator and have taken into account the impact of these environmental factors on the RSSI based on real experiments that were carried out using the CC1101 radio ship of Panstamp Avr2 at 868 MHz frequency.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":"59 1","pages":"281-287"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85979114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
期刊
... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1