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

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Architectural framework for Multi sensor Data fusion and validation in IoT Based system 10

Architectural framework for Multi sensor Data fusion and val...

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10th IEEE international conference on Communication Systems and Network technologies, CSNT 2021

作者： Sindhu, S. Saravanan, M. Department of CSE SRM Institute of Science and Technology Chennai India Department of IT SRM Institute of Science and Technology Chennai India

ISBN: (纸本)9780738105239

The IoT Based system is expected to be a tipping point for many applications such as Aircraft, Medical diagnosis, Autonomous systems, Military and defense services. Over the past few years, IoT based applications are witnessing the results of multiple sensors, which plays a vital role in decision making. The proposed work suggests the layered architectural framework and guidelines for modeling multi sensor-based applications. The application that involves multiple meshed IoT systems generates voluminous data that needs to be handled in the right way to make the correct decision. The conventional multiple data fusion methods are application-specific. The primary objective of our work is to narrate the handling of a larger number of data generated from multiple sensors and addressing the problems in data fusion for sensitive IoT based applications. In addition to that comparative analysis of various sensor fusion and validation, techniques are surveyed. © 2021 IEEE.

关键词： Decision making

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Performance Analysis of Modified Position Responsive Routing Protocol (MPRRP) to Improve QoS in Wireless sensor Networks

Performance Analysis of Modified Position Responsive Routing...

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2022 international conference on Communication, Computing and Internet of Things, IC3IoT 2022

作者： Puiitha, M. Vani Marlin, S. Krishnan, V. Gokula Talari, Venkata Syamala Raju Arun, M. V. R. Siddhartha Engineering College Department of Cse A.P Vijayawada India Guru Nanak Institute of Technology Department of Eee Telangana Hyderabad India Cvr College of Engineering Department of Csit Telangana Hyderabad India S. R. K. R. Engineering College Department of Ece A.P Bhimavaram India

ISBN: (纸本)9781665479950

In a diversity of applications such as surveillance, army, medical, and fire tracking, wireless sensor networks (WSNs) are regarded to be one of the most widely used technologies. Nodes in a WSN have differing amounts of memory and computational power, and their energy consumption is restricted by the network's overall size and complexity. The lifespan of WSN is influenced by the availability of restricted energy supplies. To build an energy efficient routing protocol, a cross-layer design technique known as the 'Modified Positioning Response Routing Protocol (MPRRP)' was used in this study. MPRRP is meant to reduce the amount of energy spent in every node by (1) the diminution of the amount of time that a sensor network spends in the idle listening state and (2) minimizing the median transmission range throughout the network. The projected MPRRP's performance was assessed in terms of network energy usage on a per-individual as well as per-data-packet basis. The findings of the study were examined and compared to the LEACH and PRRP procedures. The findings demonstrate that the WSN has made great strides forward in terms of energy efficiency as well as total capabilities. © 2022 IEEE.

关键词： Routing protocols

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Enhancing the Accuracy using Received Signal Strength Based Low-Cost Localization Algorithm in Wireless sensor Networks

Enhancing the Accuracy using Received Signal Strength Based ...

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Computer technologies (ICCTech), international conference on

作者： Ravilla Dilli Ravi Chandra M L Electronics and Communication Engineering Manipal Institute of Technology Manipal Academy of Higher Education Manipal Udupi Karnataka India Electronics and Communication Engineering Srinivasa Ramanujan Institute of Technology Ananthapuramu Andhra Pradesh India

ISBN: (数字)9798350395419

ISBN: (纸本)9798350395426

Location based services provide most attractive IoT applications, thanks to the deployment of wireless sensor network (WSN) that collects and transmits data to find the target location. The aim of localization in WSNs is to calculate the target nodes accurate position coordinates in the given sensing field. The existing nascent localization algorithms demand a greater number of anchor nodes to locate target nodes. Since anchor nodes are installed with global positioning system (GPS) and it increases network deployment cost. This work presents cost-effective distance based localization algorithm in which the location coordinates of target nodes are computed with the help of only four fixed anchor nodes. During the localization process, anchor nodes are assigned with weights in order to minimize the effect of errors in range measurements. After computing the location coordinates, values are optimized by applying an improved cuckoo search algorithm to enhance localization accuracy. The results of the proposed method are compared with the existing nascent localization methods to prove the efficiency.

关键词： Location awareness Weight measurement Wireless sensor networks Accuracy Costs Measurement uncertainty sensors

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Advanced Computer-Aided Optimization of Quartz Resonator-Based sensors

Advanced Computer-Aided Optimization of Quartz Resonator-Bas...

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international conference on Perspective technologies and Methods in MEMS Design (MEMSTECH)

作者： Volodymyr Savchenko Oksana Mnushka Oleg Sokulskyi Computer Engineering and Programming Department National Technical University “Kharkiv Polytechnic Institute” Kharkiv Ukraine Information Systems and Technologies Department National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Kyiv Ukraine

ISBN: (数字)9798350378627

ISBN: (纸本)9798350378634

In this study, we present an improved approach to optimizing the parameters of sensor sensing elements using quartz resonators with an interelectrode gap. We combine graphical and analytical methods to solve the multi-criteria optimization problem. The work focuses on the modes of operation of a quartz resonator equipped with an interelectrode gap in sensors with a frequency output, determining a set of optimal parameters and representing them as surfaces in a particular optimization parameter space. The presented results reveal specific areas on the surface of the objective function where optimization of design and technological parameters is possible, taking into account technological influences and features of the sensor design, including the initial value of the interelectrode gap. By using an improved mathematical model for the oscillations of a quartz resonator with an electrode gap, this study achieves results with an accuracy of ($8 . . .11$)% higher than previous studies, demonstrating the effectiveness of the proposed method in improving the design and functionality of piezoelectric sensors for advanced applications.

关键词： Micromechanical devices Electrodes Accuracy Resonant frequency Linear programming Mathematical models sensors

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Research on Recognition of Human Motion State Based on Force and Motion sensor Fusion 2

Research on Recognition of Human Motion State Based on Force...

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2nd IEEE international conference on Power, Electronics and Computer applications, ICPECA 2022

作者： Yin, Peng Yang, Liang Yang, Ming Guangdong Guangzhou China South China University of Technology Guangdong Guangzhou China School of Mechanical and Automotive Engineering South China University of Technology Guangdong Guangzhou China

ISBN: (纸本)9781665442763

The exoskeletons, as the wearable mechanical devices with powerful features of physical enhancement on human performance, has gained more and more attention from scientific researchers in the world. It has become a new research hot spot, and has also begun to be gradually applied to the military industry. An exoskeleton can be a coupling system based on human-computer interaction. In order to achieve human-machine motion coordination and adaptation enhancement, the system must have cognitive intelligence. When the exoskeleton is in use, the system needs to operate fast and accurate enough to predict the human intention and movement (such as: walking, standing, sitting or going up and going down stairs) and determine the gait cycle stage. In addition, it must be robust against small errors within the period simultaneously. Therefore, the recognition of human motion status is one of the core technologies in system design for the exoskeleton. In our research, signals from foot force sensors and Inertial Measurement Unit (IMU) sensors were collected, and Support Vector Machine (SVM) was used to identify the human body motion state through adaptive time window segmentation. After that, experimental tests were conducted to verify the algorithm and recognition accuracy. © 2022 IEEE.

关键词： Human computer interaction

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Eciton: Very Low -Power LSTM Neural Network Accelerator for Predictive Maintenance at the Edge 31

Eciton: Very Low -Power LSTM Neural Network Accelerator for ...

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31st international conference on Field-Programmable Logic and applications (FPL)

作者： Chen, Jeffrey Hong, Sehwan He, Warrick Moon, Jinyeong Jun, Sang-Woo Univ Calif Irvine Dept Comp Sci Irvine CA 92697 USA Diamond Bar High Sch Diamond Bar CA USA Florida State Univ Dept Elect & Comp Engn Tallahassee FL 32306 USA

ISBN: (纸本)9781665437592

This paper presents Eciton, a very low-power LSTM neural network accelerator for low-power edge sensor nodes, demonstrating real-time processing on predictive maintenance applications with a power consumption of 17 mW under load. Eciton reduces memory and chip resource requirements via 8-bit quantization and hard sigmoid activation, allowing the accelerator as well as the LSTM model parameters to fit in a low-cost, low-power Lattice iCE40 UP5K FPGA. Eciton demonstrates real-time processing at a very low power consumption with minimal loss of accuracy on two predictive maintenance scenarios with differing characteristics, while achieving competitive power efficiency against the state-of-the-art of similar scale. We also show that the addition of this accelerator actually reduces the power budget of the sensor node by reducing power-hungry wireless *** resulting power budget of the sensor node is small enough to be powered by a power harvester, potentially allowing it to run indefinitely without a battery or periodic maintenance.

关键词： Wireless communication Wireless sensor networks Power demand Quantization (signal) Neural networks Memory management Lattices

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4th international conference on Futuristic Trends in Networks and Computing technologies, FTNCT 2021

4th International Conference on Futuristic Trends in Network...

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4th international conference on Futuristic Trends in Networks and Computing technologies, FTNCT 2021

ISBN: (纸本)9789811950360

The proceedings contain 80 papers. The special focus in this conference is on Futuristic Trends in Networks and Computing technologies. The topics include: Design of Mobile Application for Farmers;secured Fog-Based System for Smart Healthcare Application;Meta-Heuristic Optimal Path Planning in Blockchain-Aided UAV Swarm Network;internet of Behavior in Cybersecurity: Opportunities and Challenges;fusion of Federated Learning and 6G in Internet-of-Medical-Things: Architecture, Case Study and Emerging Directions;rail Track Monitoring System Using Quantum Key Distribution in IoT Scenario;Evaluating Tip Selection Algorithms for IOTA Blockchain;LEAPS: Load and Emission Performance Characteristics for sensor-Driven Green Transport Systems;a Smart Home Automation System Based on Internet of Things (IoT) Using Arduino;generative Adversarial Network for Colorization of Mammograms;brain Depletion Recognition Through Iot sensors Empowered with Computational Intelligence;auction-Based Deadline and Priority-Enabled Resource Allocation in Fog–IoT Architecture;research of Basic Characteristics of Wireless sensor Networks for Energy Monitoring System;An Energy Efficient Routing for Emergency Rescue in IoT-Based WSN;an Energy-Efficient Data Sensing Technique Using Compressive Sensing for IoT-Based Systems;dual-Hop Direct Diffusion Routing Protocol for Energy-Efficient Wireless sensor Network;design and Development of Smart Waste Bin for Effective Waste Collection and Management;randomly Hiding Secret Data Using I-Blocks and E-Blocks for Image Steganography;on the Efficacy of Deep Image Denoising for Computer Vision applications;diabetic Retinopathy Classification Using Pixel-Level Lesion Segmentation;Coverage, Capacity and Cost Analysis of 4G-LTE and 5G Networks: A Case Study of Ahmedabad and Gandhinagar;password-Protected Lossless Visible Watermarking Technique for Digital Image;survey: Emotion Recognition from Text Using Different Approaches;cyber-Awareness for Dummies.

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IEEE 1588 (PTP) Over mmWave 5G NR: Preliminary Assessment of the Synchronization Accuracy for TSN applications

IEEE 1588 (PTP) Over mmWave 5G NR: Preliminary Assessment of...

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international conference on Emerging technologies and Factory Automation (ETFA)

作者： Alberto Morato Elena Ferrari Claudio Zunino Manuel Cheminod Stefano Vitturi Federico Tramarin National Research Council of Italy CNR-IEIIT Dipartimento di Ingegneria dell'informarione Universita di Padova Department of Engineering “Enzo Ferrari” University of Modena and Reggio Emilia Modena Italy

ISBN: (数字)9798350361230

ISBN: (纸本)9798350361247

The extension of Time Sensitive Networking (TSN) to wireless domains is a key enabler for the realization of Industry 4.0 and 5.0 applications. Thanks to their characteristics in terms of latency and bandwidth, and the seamless integration with Ethernet TSN, 5G New Radio (NR) and 802.11 (WiFi) are the primary candidates for enabling wireless TSN applications. In the TSN context, precise time synchronization represents a funda-mental building block. In this paper, we focus on the assessment of the synchronization accuracy of IEEE 1588 (PTP) over 5G NR networks by considering different network configurations and traffic loads. The results provide preliminary insights into the performance of PTP over 5G NR and its suitability for TSN applications.

关键词： Wireless communication Wireless sensor networks Accuracy Telecommunication traffic Quality of service New Radio Synchronization Wireless fidelity Load modeling Testing

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A Stretchable Conductive Fiber for Wearable Strain sensor Application

A Stretchable Conductive Fiber for Wearable Strain Sensor Ap...

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IEEE international conference on Consumer Electronics (ICCE)

作者： Ying-Nien Chou Lien-Chiang Hung Ming-Che Chen Department of Chemical and Materials Engineering Southern Taiwan University of Science and Technology

Wearable tech is rapidly growth, with applications ranging from personal health tracking to soft robotics and human movement detection. For textiles to harness electronic capabilities, it’s essential to dive deep into fiber-based electronics. In our research, we introduce an efficient method to create a stretchable silver/polyurethane fiber sensor suited for wearable devices. We’ve also put forth a theory on the reversible conductivity of the silver NPs/PU elastomer. Remarkably, the fiber sensors we developed boast low initial electrical resistance (5 Ω/cm), broad strain detection capabilities, exceptional sensitivity, and durability through numerous stretch-release cycles. We employed tools like Keithley, SEM, and TGA to confirm the adherence of silver particles to the fiber’s surface. Our findings are pivotal for the future evolution of wearable technologies.

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Computational Analysis of No-Core Fiber sensor for Detecting Aging Traces in Transformer Oil

Computational Analysis of No-Core Fiber Sensor for Detecting...

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Advanced Telecommunication and Networking technologies (ATNT), IEEE international conference on

作者： Nurul Farah Adilla Zaidi Nur Najahatul Huda Saris Muhammad Yusof Mohd Noor Mohd Rashidi Salim Sumiaty Ambran Marinah Othman Faculty of Electrical Engineering Universiti Teknologi Malaysia Johor Malaysia Malaysia Japan International Institute of Technology Universiti Teknologi Malaysia Kuala Lumpur Malaysia Faculty of Engineering and Built Environment Universiti Sains Islam Malaysia Negeri Sembilan Malaysia

ISBN: (数字)9798350353501

ISBN: (纸本)9798350353518

The presence of aging traces in transformer oil poses a significant concern for industries heavily dependent on power transformers, as it can potentially lead to breakdowns that disrupt critical business processes. This paper introduces a computational analysis study of a no-core fiber (NCF) sensor for detecting aging traces in transformer oil. Employing the Wave Optics Module in COMSOL Multiphysics 5.5®, the computational analysis study delves into the efficacy of the no-core fiber (NCF) sensor in detecting transformer oil with refractive indices spanning from 1.46 RIU to 1.55 RIU, encompassing the typical aging range of transformer oil. The study explores various parameters, including electric field distribution, mode field diameter, and effective mode index, across a spectrum of refractive index (RI) values. The findings highlight the potential of the sensor for effectively evaluating and analyzing aging traces in transformer oil by observing the RI and electric field intensity changes. This research lays the groundwork for future applications of the sensor in real-time scenarios especially for high-RI implementation conditions, offering a promising avenue for enhancing the reliability and longevity of power transformer systems.

关键词： Optical fiber sensors Electric potential Oils Aging Oil insulation Optical fiber networks Real-time systems Power transformers Indexes Electric fields

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