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检索条件"任意字段=International Conference on Sensor Technologies and Applications, SensorComm"

共 9443 条记录，以下是1041-1050 订阅

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A Bayesian Optimization Framework for Adaptive Node Deployment in Wireless sensor Networks

A Bayesian Optimization Framework for Adaptive Node Deployme...

引用

international conference on Communication Systems and Network technologies (CSNT)

作者： Rahul Priyadarshi Jayant Kumar Rout Anish Kumar Vishwakarma Nikhil Dhengre Rakesh Ranjan Amit Verma Faculty of Engineering and Technology ITER SOA Bhubaneswar India School of Computer Application KIIT Bhubaneswar India School of Computer Science UPES Dehradun Uttarakhand India Department of ECE IIIT Nagpur Maharashtra India

ISBN: (数字)9798331531935

ISBN: (纸本)9798331531942

Wireless sensor Networks (WSNs) require efficient node deployment strategies to optimize network longevity, energy consumption, and coverage. This paper introduces a novel approach for strategic node deployment in WSNs using Bayesian Optimization (BO). A BO-based framework that iteratively modifies node positions to maximize network performance metrics, such as energy efficiency and coverage ratio, while minimizing execution time is proposed. Through extensive simulations across diverse deployment scenarios, the proposed method is evaluated and demonstrates superior performance compared to both traditional and machine learning (ML)-based techniques. The results indicate significant improvements in coverage and energy efficiency, alongside competitive execution times. These findings highlight the potential of BO to enhance WSN deployment strategies, offering a scalable and adaptive solution for real-world applications. Future research will focus on integrating BO with other optimization techniques and extending the approach to dynamic environments and varied network configurations.

关键词： Learning systems Wireless sensor networks Energy consumption Adaptive systems Machine learning Energy efficiency Real-time systems Bayes methods Reliability Optimization

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A Bayesian Optimization Framework for Adaptive Node Deployment in Wireless sensor Networks 14

A Bayesian Optimization Framework for Adaptive Node Deployme...

引用

14th IEEE international conference on Communication Systems and Network technologies, CSNT 2025

作者： Priyadarshi, Rahul Rout, Jayant Kumar Vishwakarma, Anish Kumar Dhengre, Nikhil Ranjan, Rakesh Verma, Amit Faculty of Engineering and Technology ITER SOA Bhubaneswar India School of Computer Application KIIT Bhubaneswar India School of Computer Science UPES Uttarakhand Dehradun India Department of ECE IIIT Maharashtra Nagpur India

ISBN: (纸本)9798331531935

关键词： Bayesian Optimization Coverage Ratio Energy Efficiency Node Deployment Wireless sensor Networks

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PhD Forum Abstract: Ubiquitous Sensing System for Activity and Gesture Recognition via Optical and Energy-Harvesting technologies

PhD Forum Abstract: Ubiquitous Sensing System for Activity a...

引用

international Symposium on Information Processing in sensor Networks (IPSN)

作者： Jiarong Li Shenzhen International Graduate School Peng Cheng Laboratory Tsinghua University Shenzhen China

ISBN: (数字)9798350362015

ISBN: (纸本)9798350362022

This research focuses on ubiquitous sensing systems for activity and gesture recognition through novel optical sensing and energy harvesting technologies such as triboelectric nanogenerators (TENG), solar cells, and visible light communication (VLC). The primary goal is to address the limitations of existing sensing systems by creating a low-cost, energy-efficient, comprehensive solution that enhances sensor integration and communication. Thus, this study utilizes TENG for contact sensing, solar cells for non-contact sensing, and VLC for spatial sensing. The applied methodologies achieve activity and gesture recognition, with accuracies up to 99.4% and 97.3%, respectively. This work has potential applications in smart home automation, health monitoring, and intelligent control by providing a more sustainable and user-friendly approach to ubiquitous sensing.

关键词： Photovoltaic cells Nanogenerators Gesture recognition Smart homes Optical fiber networks Optical sensors Triboelectricity

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New Attacks on Cloud Container-Based IoT Systems in 5G-Advanced and Beyond 9

New Attacks on Cloud Container-Based IoT Systems in 5G-Advan...

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9th IEEE international conference on Electronics, Computing and Communication technologies, CONECCT 2023

作者： Pimpalkar, Yogita Ravindran, Sharvari Bapat, Jyotsna Das, Debabrata Networking and Communication Research Lab International Institute of Information Technology Electronics City Bangalore560 100 India

ISBN: (纸本)9798350334395

The Internet of Things (IoT) devices generate a large amount of data that get processed in the cloud. Typically, different IoT devices will be allocated to the same Fifth Generation (5G) mobile network slice, on which the IoT services will be using different containers. While cloud containers can offer many benefits, they also introduce new security risks from co-resident containers that can be particularly problematic for IoT devices. The need for long-lasting batteries is essential for the success of wireless-connected IoT devices, particularly in applications where regular battery replacement is impractical or impossible. Energy Depletion Attacks (EDA) can drastically reduce the lifespan of IoT sensor device batteries, whereas Synergistic Power Attacks (SPA) can cause power outages in data centers and disrupt critical services. Although EDA and SPA have been studied in the literature, the IoT cloud information leakages with the advent of network slicing concepts in 5G and 6G leading to these attacks have not been addressed yet. This paper presents comprehensive studies of 5G-Advanced IoT cloud framework and related attacks. It reveals novel systematic methods through which powerful stealth Cloud Container-Based EDA (CC-EDA) and Cloud Container-Based SPA (CC-SPA) can be launched. These attacks are difficult to detect as the attacker impersonates a valid IoT management system and manipulates the system's behavior. With a quantitative assessment of the performance of a battery under attack, this paper additionally shows that an aggressive CC-EDA will be deeply damaging and can bring down the entire IoT network within a day. Possible mitigation strategies to address the security concerns associated with IoT cloud-based attacks are proposed. © 2023 IEEE.

关键词： Internet of things

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Mosquito Electronic Counting Device

Mosquito Electronic Counting Device

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Advanced Algorithms and Control Engineering (ICAACE), international conference on

作者： Apostolos Tsagaris Spiros Mourelatos Department of Industrial Engineering and Management International Hellenic University - IHU Thessaloniki Greece Ecodevolepment SA Thessaloniki Greece

ISBN: (数字)9798331535087

ISBN: (纸本)9798331535094

The study presents an innovative device for real-time counting and identification of adult mosquitoes, integrating IoT technologies, infrared sensors, and machine learning algorithms. The device enhances the functionality of the existing ECODEV trap by offering high accuracy, low cost, energy autonomy, and the capability for both quantitative and qualitative analysis of mosquito populations. The system's architecture is based on sensors that capture mosquito movements and transmit the data via GSM to a central server for analysis. Users can monitor the measurements in real-time through maps and applications. The device was successfully tested, achieving a counting accuracy of 93.29%, surpassing traditional systems. In the future, this technology could be expanded to other applications, such as agriculture and livestock management.

关键词： GSM Accuracy Costs Infrared sensors Real-time systems sensor systems Livestock Agriculture Optical sensors Monitoring

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A LoRa-Based Monitoring System for Agriculture

A LoRa-Based Monitoring System for Agriculture

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Australasian Telecommunication Networks and applications conference, ATNAC

作者： Steven Cumming Philip Branch School of Science Computing and Engineering Technologies Swinburne University of Technology Melbourne Australia

In this paper, we present a LoRa-based monitoring system implementing LoRa with simple MAC (medium access control) architecture as a lightweight alternative to more complex LoRaWAN systems for agricultural applications. Our developed system consists of several low-cost and low-power remote sensor nodes with LoRa transceivers in a star topology with a custom-built. NET data-logging and control application acting as the central node. Despite using LoRa without LoRaWAN, we were able to demonstrate the reliable collection of remote sensor data and control of remote nodes through field trials of the novel system conducted on a working cattle farm.

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Comparative analysis of low-power PV cells of different technologies under different types of indoor artificial lighting

Comparative analysis of low-power PV cells of different tech...

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IEEE Instrumentation and Measurement Technology conference

作者： Eduard Ferre Manel Gasulla Ferran Reverter Dept. Electronic Engineering Universitat Politecnica de Catalunya - BarcelonaTech Castelldefels Barcelona Spain

ISBN: (数字)9798350380903

ISBN: (纸本)9798350380910

In the field of energy harvesting for autonomous sensors located indoors, this work proposes a comparative analysis of different technologies of photovoltaic (PV) cells under different types of indoor artificial lighting. The optical energy available indoors is much lower than outdoors and, in addition, the area of the PV cell for a tiny sensor node is expected to be small (i.e., around 10 cm2). At such conditions, an appropriate selection of the cell technology for a given type of indoor artificial lighting is crucial, otherwise the energetic survival of the sensor node could not be guaranteed. Accordingly, in this study, seven different types of PV cell and four different types of artificial lighting are evaluated. Overall, 28 different combinations (or cell-light pairs) are tested and compared with the aim of determining optimal pairs for indoor applications.

关键词： Photovoltaic systems Systematics Costs Artificial light sensor systems Perovskites Optical sensors

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Dual sensor Dynamics: A Comparative Analysis of Plant Health Assessment

Dual Sensor Dynamics: A Comparative Analysis of Plant Health...

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Power Electronics & IoT applications in Renewable Energy and its Control (PARC), 2020 international conference on

作者： Srushti R Joshi Ujjwal Rakesh Spoorthi Sripad Department of Electronics and Communication Engineering B.M.S. College of Engineering Bangalore INDIA

The rapid evolution of remote sensing technologies has transformed the monitoring of plant health, providing crucial insights for precision agriculture and environmental management. This paper conducts a comprehensive comparative analysis between the widely utilized Normalized Difference Vegetation Index (NDVI) and advanced Hyperspectral sensors in the context of plant health assessment. The objective is to elucidate the considerations related to spectral resolution. Utilizing a diverse set of vegetative environments, the research employs simulated datasets to assess the efficacy of NDVI and hyperspectral sensors in identifying subtle variations indicative of plant stress, disease, and overall vitality. Through meticulous data analysis and statistical validation, the study underscores the superior performance of hyperspectral sensors across the employed parameters.

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sensor Data Transforming into Real-Time Healthcare Evaluation: A Review of Internet of Things Healthcare Monitoring applications

Sensor Data Transforming into Real-Time Healthcare Evaluatio...

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Intelligent and Innovative technologies in Computing, Electrical and Electronics (IITCEE), international conference

作者： Amit Sundas Sumit Badotra Gurpreet Singh Department of Computer Science and Engineering Lovely Professional University Phagwara Punjab India

As the world population ages and the frequency of chronic diseases grows, it will become more crucial to discover effective healthcare solutions to guarantee that people may live healthy, productive lives. The possibility of deploying Internet of Things (IoT)-based remote health surveillance devices has gained considerable attention. This concept has the potential to improve homecare for those with chronic diseases and the elderly, while cutting healthcare costs and lessening the pressure on hospital systems. This study analyses the potential of Internet of Things (IoT) applications in healthcare settings and provides an IoT Tiered Architecture (IoTTA) for transforming sensor output data into direct clinical input. This strategy takes into consideration several activities, including sensing, transmitting, processing, storing, mining, and learning. In IoT healthcare application development, this strategy may be used to give efficient and useful solutions. Data mining, self-care, and machine learning are the fastest-growing subfields of IoT applications in healthcare, according to the report.

关键词： Costs Hospitals Surveillance Computer architecture Machine learning Internet of Things Data mining

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A 3μm Pixel Device for Peak Power Mitigation of Global-Shutter Indirect Time of Flight Image sensor

A 3μm Pixel Device for Peak Power Mitigation of Global-Shut...

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IEEE international conference on Integrated Circuits, technologies and applications (ICTA)

作者： Ruotong Yin Yinlei Liang Weizhe Zhang Peng Feng Zhe Wang Runjiang Dou Jian Liu Nanjian Wu Liyuan Liu School of Microelectronics University of Science and Technology of China Hefei China Institute of Semiconductors Chinese Academy of Sciences Beijing China Center of Materials Science and Optoelectronics Engineering University of Chinese Academy of Sciences Beijing China School of Integrated Circuits University of Chinese Academy of Sciences Beijing China

ISBN: (数字)9798331530723

ISBN: (纸本)9798331530730

This paper presents a $3 \mu \mathrm{~m}$ pinned photodiode(PPD) pixel device for global-shutter indirect time of flight(iToF) sensor. A trapezoidal-shaped PD-layer and a non-uniform doped charge transfer gate channel are proposed to improve the charge transfer speed and efficiency, which adapt with higher threshold voltage of charge transfer transistor(TX) to reduce the leakage. As a result, the amplitude of TX gate voltage can be reduced, avoiding negative voltage. The proposed pixel device has been designed in a $0.15 \mu \mathrm{~m}$ CMOS image sensor(CIS) process. The simulation results show that full-well capacity (FWC) achieves 12233 e -, with the charge transfer time of 3.33 ns. The high/low level gate voltage of TX can be reduced to $2.9 / 0 \mathrm{~V}$, which is helpful to mitigate the peak power of global-shutter iToF sensor.

关键词： Integrated circuit technology Image sensors Simulation Prevention and mitigation Logic gates Threshold voltage Charge transfer

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