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检索条件"丛书名=Lecture Notes on Data Engineering and Communications Technologies"

共 334 条记录，以下是41-50 订阅

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Algorithm Design of Online Education Platform Based on Simulation Experiment 1

引用

作者： Meng, Ji Liu, Xingna Sridhar, Venugopal College of Teacher Education Hubei Minzu University Hubei Enshi China Department of Electronics and Communication Engineering Nitte Meenakshi Institute of Technology Bangalore India

ISBN: (数字)9789819911578

ISBN: (纸本)9789819911561

This paper analyzes the design content of online simulation experiment platform from the perspectives of necessity, functionality, sub-modules, basic components and deployment. Its necessity is based on the consideration of cost and epidemic situation teaching. Its functionality includes user registration, cloud synchronization, simulation teaching, process recording, educational resource sharing, self-assessment and convergence learning. The sub-modules include user management, experimental teaching, online communication and evaluation. The basic components include database, human-computer interaction, simulation experiment, online video editing, basic communication, etc. The deployment design covers the dimensions of platform operation efficiency, security, ease of use and operation and maintenance cost. With the rise of online education industry of simulation experiment, the corresponding systematic design scheme will gradually mature and perfect. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Human computer interaction

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Research on Power Supply Chain Equipment Traceability Method Based on System Blockchain 1

引用

作者： Wu, Jianhong Lin, Junchang Deng, Xinghua China Southern Power Grid Materials Co. Ltd. Guangdong Guangzhou China

ISBN: (数字)9789819908806

ISBN: (纸本)9789819908790

The life cycle management of power supply chain equipment is the most effective means to supervise equipment quality. And supply chain traceability is an effective way to solve supply chain equipment life cycle management. In order to solve the problem that the current traceability methods do not consider the correlation between equipment or the low traceability efficiency, it is proposed in this paper that an equipment traceability method in power supply chain based on blockchain. Firstly, the traceability structure for complex equipment is designed, which can effectively describe the association relationship and the relationship circulation between equipments. Then an equipment traceability method based on traceability structure and equipment index tree is proposed. Finally, the effectiveness of this method is verified by simulation experiments. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Blockchain

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The Design of Virtual Reality Systems for Metaverse Scenarios 1

引用

作者： Gao, Tianjian Yang, Yongzhi Shandong University of Art and Design Shandong Jinan China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

Meta-universe is a process that changes from quantitative to qualitative change with the development of specific technologies, and it incorporates several scientific technologies. The concept of metaverse has brought new changes to the academic world, and the development of all sectors of society will face new opportunities and challenges. The aim of this paper is to investigate the design of virtual reality systems for metaverse scenarios. This paper introduces virtual reality technology and human-computer interaction technology, puts forward the idea of dealing with the phenomenon of interpenetration of human body and objects in virtual scenes, and optimises its core collision detection algorithm for this need, builds a virtual scene of a traditional building on the current mainstream virtual reality engine unity3d platform, and completes the algorithm test. The experimental results show that the hybrid algorithm is superior in terms of the realism of human-computer interaction. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Virtual reality

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Application of Computer Network Security Technology in Software Development 1

引用

作者： Xian, Min Zheng, Xiang Ye, Xiaoqin Robotics Engineering Laboratory for Sichuan Equipment Manufacturing Industry Sichuan Deyang618000 China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

Computer plays an important role in human life and work, and the popularization of computer education level is more closely related to the overall strength of the country. Software development is an important factor to improve the level of the computer. At the same time, the application of software security technology is also an important way to ensure the normal operation of the computer. This requires paying attention to the specific application of security technology in software development computers. The purpose of this paper is to investigate the technical problems of computer security software development. This work provides an overview of the dynamic data reliability images, based on interactions within the data during software development. The algorithm can be applied to various stages of the software version to protect the copyright of the software. The test in this paper shows that the average correction rate reaches about 40% in open source projects, and the software can also run safely during normal use. It has an excellent ability to resist various cyber-attacks. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Cybersecurity

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data Acquisition Control System Applying RFID Technology and Wireless Communication 1

引用

作者： Cao, Xiaohong Pan, Hong Dang, Xiaojuan Chen, Jiangping School of Information Engineering Shaanxi Fashion Engineering University Shaanxi Xi’an710000 China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

With the rapid development of the electronics industry, RFID technology is widely used in various fields, and the RFID card is the most typical representative of the production process. RFID technology uses the principle of electromagnetic induction, through the sensors installed in different locations to obtain the information of the measured object, and it automatically collects the corresponding data to achieve the target object detection, tracking control and alarm functions. This paper proposes and designs a general wireless data acquisition control system based on RFID technology, the main function of this system is to use STM32 microcontroller as the control core, it transmits the collected data to the upper computer through the wireless data acquisition module, and uses STM32 chip for system software programming to control the information transmission between the RF card module and the wireless transceiver module. Finally, the collected information is sent to the user, thus realizing the functions required by the RFID system. In addition, the data acquisition system also realizes the acquisition and synchronization of images, which can not only ensure the clarity of the images, but also realize the recording of the operation condition of the field equipment. This can ensure the system operation process for the emergence of problems can be corrected in a timely manner, the final realization of data transmission is not lost and not chaotic, which also improves the reliability and security of data acquisition. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： data acquisition

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Logistics Distribution Path Planning and Design Based on Ant Colony Optimization Algorithm 1

引用

作者： Wang, Yan Chengdu Industry and Trade College Chengdu Technician College Sichuan Chengdu611731 China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

Logistics distribution path planning is at the core of the logistics industry transportation process, but because logistics distribution accounts for a large proportion of the total logistics cost, so the optimization of distribution vehicle path is a hotspot of current research. This paper mainly studies logistics distribution path planning and design based on ant colony optimization algorithm. In this paper, the traditional ant colony algorithm (ACA) is optimized and improved by introducing constraints such as vehicle distance and load capacity, taking cost and load capacity as optimization objectives, and the physical distribution path is planned and designed by using the optimized ACA. The logistics data of a certain logistics enterprise in Shanghai is simulated and compared with genetic algorithm and ACA. The experimental results show that the proposed ant colony optimization algorithm saves 5.4% of the total transportation cost compared with the ACA and 2.7% of the total transportation cost compared with the genetic algorithm. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Motion planning

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Design and Development of Health data Platform for Home-Based Elderly Care Based on AAL 1

引用

作者： Zhang, Xiaoli Department of Information Management Dalian Neusoft University of Information Dalian China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

China has entered an aging society gradually, and it is the country with the largest elderly population in the world. Now it is an aging society in China, which has the largest number of elderly people in the world. With the improvement of medical software and hardware facilities and the improvement of intelligent systems in China, many intelligent medical devices are approaching the life of the elderly, such as home blood glucose monitors, ambulatory blood pressure meters, etc. The elderly also gradually accept and widely use these smart devices and other mobile Internet products. This paper introduces the design and development of health data platform for home-based elderly care based on AAL, describes the technical architecture and core functions of the platform, so as to improve home-based elderly care through AAL technology, address the challenges of aging society, and enhance the happiness of elderly home-based elderly care. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Internet of things

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Microbial Growth Rate Identification and Optimization System Based on Matrix Decomposition Algorithm 1

引用

作者： Jin, Yuanchang Li, Yufeng Zunyi Normal College Guizhou Zunyi563006 China College of Agriculture and Food Engineering Baise University Guangxi Baise533000 China

ISBN: (数字)9783031317750

ISBN: (纸本)9783031317743

Microorganisms are a class of organisms with simple structures and the widest distribution in nature, among which viruses and bacteria are the two most common microorganisms. They are major players in the material cycle in nature and can have a huge impact on human activities. The growth of microorganisms is not only affected by the external environment such as temperature, dissolved oxygen, pH, etc., but also by the growth regulation mechanism of the microorganism itself, such as cell division regulation, essential gene expression regulation, programmed death, etc. The purpose of this paper is to study the identification and optimization system of microbial growth rate based on matrix factorization algorithm. Constructing a robust system with control functions and parameters best describes established microbial developmental processes and highlights some of the properties of this system. The system identification model takes the smallest rectangle of experimental data and statistical value as the function index. According to the developmental characteristics of microorganisms, the discretization method is used to transform the system identification model into a parameter identification problem. Finally, matrix factorization algorithms aim to obtain a satisfactory solution to the system identification model to solve the problem. Experiments show that the detection speed of the algorithm constructed in this paper is about 4–5 times that of the traditional automatic detection, and the detection accuracy reaches about 99%. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Cell proliferation

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Traffic Spatial data Management System Based on data Mining 1

引用

作者： Xia, Li School of Transportation Chongqing Vocational College of Transportation Chongqing402247 China

ISBN: (数字)9789819911578

ISBN: (纸本)9789819911561

data mining is an important research field emerging in the field of information technology in recent years. How to use advanced data mining to develop and implement a large-scale and diverse traffic spatial data management system has important research significance. The purpose of this paper is to study the traffic spatial data management system based on data mining. In this paper, the realization framework of the software system for short-term traffic flow prediction based on data mining and the application of intelligent traffic data mining platform are given. This paper proposes a road traffic flow spatial data mining algorithm, which uses the spatial distribution characteristics of traffic flow to divide the road traffic network into real-time and dynamic traffic areas. This paper focuses on the theory of data mining and big data, as well as the related processing technologies involved in the research process, and then expounds the application of data mining technology in the intelligent transportation spatial data management system, and the specific ideas and concepts used in the research process. In this paper, the absolute error is used to represent the size of the error, and the absolute error at all time points (time period 8:45 to 11:45) is statistically analyzed. The results show that the improved GM (1, 1) model is smaller than other methods. The GM (1, 1) model has better prediction stability. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： data mining

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Power Grid Sensitive Information Detection Technology Based on Internet Big data and Machine Learning 1

引用

作者： Cheng, Kai Wu, Zhan Wang, Qiang Ren, Mu Wei, Xiaoyan Yao, Weijing Central China Branch of State Grid Corporation of China Wuhan China

ISBN: (数字)9789819908806

ISBN: (纸本)9789819908790

With the continuous development of China’s electric industry, the power grid system and other infrastructure have also been well integrated. In the era of big data, the analysis and processing of public opinion information based on the Internet has become the mainstream. In order to make better use of the existing BD technology to effectively identify public opinion problems and hot topics in the power grid and put forward corresponding solutions, in this paper, the machine learning-based sensitive information detection technology for power grid is deeply studied. Firstly, this paper introduces the define and characteristics of power grid sensitive information, and then studies the Internet BD technology and machine learning technology. Based on this, a power grid sensitive information detection framework is designed and tested. Finally, the experimental results show that the grid sensitive information based on the BD and machine learning basic under 3% error rate of detection system, which shows that this technology can make the user satisfied to detect grid sensitive information. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Machine learning

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