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IoT-Cloud based Intelligent system for Crop Yield Prediction: A Review 15

IoT-Cloud based Intelligent System for Crop Yield Prediction...

引用

15th international conference on Advances in computing, Control, and Telecommunication Technologies, ACT 2024

作者： Shalini, G. Beena, B.M. Khanna, Manju Department of Computer Science & Engineering Amrita School of Computing Bengaluru Amrita Vishwa Vidyapeetham India

ISBN: (纸本)9798331300579

Crop yield prediction is a crucial and challenging task in agriculture due to the complex and non-linear parameters involved. It mainly depends on three fluctuating factors namely soil, weather and environment hence traditional farming methods and statistical methods are no longer feasible to predict the yield precisely therefore Smart farming is gaining more attention with the advent of cutting edge technologies like IoT, Cloud and AI frameworks. Crop yield prediction involves Crop selection, Disease Detection, Weed detection, pest/insect Recognition and Water requirement level to assess the crop quality. This paper intends to provide a literature review on existing techniques to predict the yield of crops using IoT, cloud and Artificial intelligence. The study of 26 selected papers based on exclusion criteria are reviewed chronologically from the year 2017 to 2023 then, outlines the use of different sensors, datasets used in the works considered, simulation platforms, state-of-the art machine learning and Deep learning algorithms applied as well as the performance metrics used to measure the errors. Finally, the research gaps and challenges faced using these cutting edge technologies are defined. © Grenze scientific Society, 2024.

关键词： Smart agriculture

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Interior Design system Based on Virtual Reality 3

Interior Design System Based on Virtual Reality

引用

3rd international conference on Intelligent computing, Communication and Convergence, ICI3C 2023

作者： Dang, Tianjiao Shaanxi Fashion Engineering University School of Art and Design Xi'an China

ISBN: (纸本)9798350343922

People usually use tools such as hand drawn or computer aided design (CAD) for interior design, but this method cannot effectively simulate real spatial effects, which is difficult to meet customers' needs for spatial effects, and it is also difficult for customers to truly feel the atmosphere and emotions of the space. This article aims to utilize advanced virtual reality (VR) modern technology to achieve precise simulation and in-depth display of interior design, and provide customers with more convenient, efficient, and realistic interior design services. By utilizing VR technology to achieve realistic simulation of spatial effects, customers can experience the effects and atmosphere of the space in a more realistic environment, thereby improving their experience. The experimental results of this article indicate that the average time for hard decoration design using VR systems is 58.5% less than the average time for hard decoration design using CAD systems. The interior design system based on VR optimizes the process and efficiency of interior design, helps designers better complete design tasks, and improves design effectiveness and quality. © 2023 IEEE.

关键词： Sales

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Design and simulation of an algorithm for evaluating the acceptance effect of online literature based on data mining technology 3

Design and simulation of an algorithm for evaluating the acc...

引用

3rd international conference on Electronic Information Engineering and Data Processing, EIEDP 2024

作者： Sun, Danan He, Linghua Jilin animation institute Jilin International Studies University changchun China Jilin International Studies University changchun China

ISBN: (纸本)9781510680531

The aim of this study is to construct a network literature acceptance evaluation model based on data mining technology, deeply explore the reading behavior characteristics, preferences, and interaction patterns of readers, and effectively evaluate the acceptance effect of literary works and optimize content creation and promotion strategies. The core methodology includes utilizing the FP Growth algorithm to mine frequent data items and improving the processing efficiency and accuracy of the evaluation model through the PFP parallel computing system. This study not only provides a new methodology for the quantitative analysis of online literature, but also provides a scientific basis for the quality evaluation and cultural value dissemination of literary works. Through algorithm design and simulation testing, this article deeply explores the potential and challenges of data mining technology in the field of online literature evaluation, providing theoretical support and practical guidance for the healthy development and innovation of online literature. © 2024 SPIE.

关键词： Quality control

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scientific satellite events held in conjunction with the 21st international conference on Service-Oriented computing, ICSOC 2023

Scientific satellite events held in conjunction with the 21s...

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scientific satellite events held in conjunction with the 21st international conference on Service-Oriented computing, ICSOC 2023

ISBN: (纸本)9789819709885

The proceedings contain 31 papers. The special focus in this conference is on Service-Oriented computing. The topics include: Towards Improving Insurance Processes: A Time Series Analysis of Psychosocial Recovery After Workplace Injury Across Legislative Environments;Uncovering LLMs for Service-Composition: Challenges and Opportunities;transformative Predictive Modelling in the Business of Health: Harnessing Decision Trees for Strategic Insights and Enhanced Operational Efficiency;breaking Boundaries: Can a Unified Hardware Abstraction Layer Simplify Transformer Deployments on Edge Devices?;Improving Deep Learning Transparency: Leveraging the Power of LIME Heatmap;non-expert Level Analysis of Self-adaptive systems;federated Data Products: A Confluence of Data Mesh and Gaia-X for Data Sharing;XPS++: A Publish/Subscribe system with Built-In Security and Privacy by Design;on Rounding Errors in the simulation of Quantum Circuits;linear Structure of Training Samples in Quantum Neural Network Applications;towards Higher Abstraction Levels in Quantum computing;hybrid Data Management Architecture for Present Quantum computing;quantum Block-Matching Algorithm Using Dissimilarity Measure;some Initial Guidelines for Building Reusable Quantum Oracles;Carbon-Awareness in CI/CD;smart Public Transport with Be-in/Be-out system Supported by iBeacon Devices;towards a systematic Comparison Framework for Cloud Services Customer Agreements;formalizing Microservices Patterns with Event-B: The Case of Service Registry;privacy Engineering in the Data Mesh: Towards a Decentralized Data Privacy Governance Framework;towards a Taxonomy and Software Architecture for Data Processing and Contextualization for the Internet of Things;advanced Serverless Edge computing;immersive 3D Simulator for Drone-as-a-Service;SLA-Wizard - Automated Configuration of RESTful API Gateways Based on SLAs;The IDL Tool Suite: Inter-parameter Dependency Management in Web APIs;smelling Homemade Crypto Code in Microservi

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Joint Optimization of Privacy Protection and Resource Allocation for Vehicular Edge Networks

Joint Optimization of Privacy Protection and Resource Alloca...

引用

2023 IEEE/CIC international conference on Communications in China, ICCC 2023

作者： Gao, Tianqi Tao, Hongfeng Ni, Yuanzhi Shi, Jun Jiang, Fengcheng Jiangnan University School of Internet of Things Engineering Wuxi214122 China Ministry of Education Key Laboratory of System Control and Information Processing Shanghai200240 China

ISBN: (纸本)9798350345384

In the last decade, the service of vehicular networks has benefited from the rapid development of advanced communication and computing technologies including edge computing. For vehicular network operators, it is valuable to study how to realize the accurate allocation of edge computing resource on the premise of protecting users' privacy. In this paper, we design a histogram publishing algorithm based on differential privacy. The algorithm first classifies tasks according to the characteristics of computing requests, then interferes categorized tasks and designs a shuffling algorithm based on Blum Blum Shub (BBS). Finally, the frequency histogram of computing resource is obtained by post-processing of the Expectation-Maximum (EM) algorithm. The simulation results verify the accuracy and superiority of the proposed histogram publishing algorithm by comparing it with the existing methods. © 2023 IEEE.

关键词： Edge computing

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3rd international Workshop on Mathematical Modeling and scientific computing, MMSC 2024

3rd International Workshop on Mathematical Modeling and Scie...

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3rd international Workshop on Mathematical Modeling and scientific computing, MMSC 2024

The proceedings contain 19 papers. The special focus in this conference is on Mathematical Modeling and scientific computing. The topics include: Optimizing Trajectory Tracking Algorithms by Evolutionary Procedure on Real Data with Simulated Measurements;Computational and Analytical Approaches for DNA Methylation Pattern Modeling;Phoenix-OC: Applied Optimal Control using Advanced Structure Exploitation and Multi-Level Parallelism;modeling of Cerebral Blood Flow Autoregulation Using Intracranial Pressure Estimation by means of a State Observer;non-integer Approach to Modelling Compartments of Cardiovascular Circulatory system;A Mathematical Introduction to SVMs with Self-Concordant Kernel;convolutional Neural Networks Application for an Average Thermodynamic Characteristics Calculation of Spin Glasses;numerical Algorithm of Effective Cancer Treatment Based on the Fisher-Kolmogorov Equation;interactive Software for simulation of Oxygen Transport from Capillaries to Brain Tissue of Preterm Infants;Classification Algorithm for Creating Optimal Questionnaires in Life Sciences and for AI;3D Cellular Automata-Based Model of Bacterial Biofilm Formation with Developed Surface Spreading Mechanism;the Evolution Model of Cultured Bacteria with External Growth Inhibition: Computational Techniques and in silico Studies;linear Differential Games with Multi-Dimensional Terminal Target Set: Geometric Approach;Performance Analysis of Parallel Programs with RAPIDS as a Framework of Execution;aircraft Flows Merging: Velocity Control and Interactions between Air Traffic Controller and Pilot;towards computing Suboptimal Controls in a Zero-Sum Linear-Quadratic Differential Game: Artificial Parameter Approach.

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Tuning Experiment of PID Parameter of Mechatronic system Based on Joint simulation Using ADAMS and Simulink 3

Tuning Experiment of PID Parameter of Mechatronic System Bas...

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3rd international conference on Engineering Education and Information Technology, EEIT 2023

作者： Dong, Huijuan Du, Pengfei Grattan, Kenneth Thomas Victor Harbin Institute of Technology School of Mechanical and Electrical Engineering Harbin China City University of London School of Mechatronics London United Kingdom

ISBN: (纸本)9798350326840

As an important course in mechanical engineering, it is necessary to carry out classroom lectures, experiments, and simulations in the form of large-scale homework based on scientific research projects in the course' Fundamental Control of Mechatronic systems'. In this paper, a typical ADAMS model of the mechanical system has been established, and through the joint simulation with Simulink, the tuning of PID control parameters has been carried out. Then the intrinsic correlation between PID control and mechanical parameters has been revealed, and the intrinsic relationship between the nature of PID control methods and each parameter has been reflected. The simulation content is teaching, scientific, inspiring, innovative, and practical. It can inspire students' interest in the subject, deepen the understanding of the controller design teaching content, and enable students to design experimental content independently on this basis. Besides, it shows more practical for the equipment and site restrictions. © 2023 IEEE.

关键词： Simulink

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Stackelberg Game-Driven Computational Offloading in Edge computing Scenarios 15

Stackelberg Game-Driven Computational Offloading in Edge Com...

引用

15th international conference on Communication Software and Networks, ICCSN 2023

作者： Zhang, Lan Bu, Chao School of Computer Science and Engineering Tianjin University of Technology Key Laboratory of Computer Vision and System of Ministry of Education Tianjin China

ISBN: (纸本)9798350329360

With the number of users that use mobile devices for frequent transactions increasing rapidly, it is a great challenge to guarantee the credibility of transactions. Blockchain is regarded as a practical technology for such demand, however, the limited computing capacity of each user's device becomes a bottleneck. In this paper, the edge computing pattern is introduced to support complex computing for mobile devices of users by renting computing resource from computing service providers. By considering demands of both the user and the service provider, we propose a two-level game approach based on the Stackelberg Game for multiple users and multiple service providers on computing resources renting and pricing. The simulation results show that the proposed mechanism is feasible and effective. © 2023 IEEE.

关键词： Computation offloading

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Design of Automatic Production Line and Control system Based on Multi-sensor Fusion Algorithm

Design of Automatic Production Line and Control System Based...

引用

2023 international conference on Networking, Informatics and computing, ICNETIC 2023

作者： Li, Zhongxing Lin, Sen Harbin Huade University Harbin150025 China

ISBN: (纸本)9798350313314

Detectors applying sensor technology are popular with people. Sensor technology is an advanced, scientific and intelligent technology, just like human sensory system, which can feel the changes of the external environment and then transmit the perceived external data to the computer. This paper discusses the application of sensor technology in automatic production line, and puts forward an automatic production line and control system based on multi-sensor fusion algorithm. The simulation results show that with the increase of the quantity of experiments, the accuracy of the algorithm is stable at about 94%, and the real-time wavelength tends to be stable. Comparing the accuracy of the multi-sensor fusion algorithm with that of the traditional algorithm, it can be seen that the accuracy of the improved algorithm is obviously superior to that of the traditional algorithm. In order to improve the application level of sensor technology, technicians need to do further research on sensor technology, and better transmit, store, analyze and process information and data, so as to meet the development requirements of various fields. © 2023 IEEE.

关键词： Sensor data fusion

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Hybrid PDES simulation of HPC Networks Using Zombie Packets 23

Hybrid PDES Simulation of HPC Networks Using Zombie Packets

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ACM SIGSIM international conference on Principles of Advanced Discrete simulation (ACMSIGSIM-PADS)

作者： Cruz-Camacho, Elkin Brown, Kevin A. Wang, Xin Xu, Xiongxiao Shu, Kai Lan, Zhiling Ross, Robert B. Carothers, Christopher D. Rensselaer Polytech Inst Troy NY 12180 USA Argonne Natl Lab Lemont IL USA IIT Chicago IL 60616 USA

ISBN: (纸本)9798400700309

High-fidelity network simulations provide insights into new realms for high-performance computing (HPC) architectures, although at a high cost. Surrogate models offer a significant reduction in runtime, yet they cannot serve as complete replacements and should be only used when appropriate. Thus the need for hybrid modeling, where high-fidelity simulation and surrogates run side-by-side. We present a surrogate model for HPC networks in which packets bypass the network, and the network state itself is suspended when switching to the surrogate. To bypass the network, every packet is scheduled to arrive at a predicted time in the future estimated from historical data;to suspend the network, all in-flight packets are delivered to their destinations, but they are kept in the system to awaken as zombies when switching back to high-fidelity. Speedup for a hybrid model is relative to the proportion of surrogate to high-fidelity. We obtained a 3x speedup for a simulation where 70% of virtual time was spent in surrogate mode. When considering the surrogate portion only, the speedup jumps to nearly 20x on a uniform random network traffic example. The accuracy of the overall simulation increased when the network state was suspended instead of ignored, which demonstrates the need for modeling the network state when transitioning from surrogate back to high-fidelity mode.

关键词： Parallel Discrete-event simulation HPC networks Surrogate simulation

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