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2022 International Conference on Edge Computing and Applications (ICECAA)最新文献

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Dynamic Modeling Analysis of the Influence of Vocal Performance on the Field of Art Under the Environment of Big Data 大数据环境下声乐表演对艺术领域影响的动态建模分析
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936296
Liya Xu
This paper studies the impact of vocal performance on the field of art based on the big data environment, and analyzes the dynamic modeling of the impact system based on SAR. Especially in the aspect of vocal performance, modern music aesthetics has played an important role, which changes the form of vocal performance. To be richer, and to draw inspiration from life to create the content of the work, so that it is more in line with the taste of public music. Based on a simple analysis of the influence of our country's modern music aesthetics on vocal performances, this article puts forward relevant suggestions to promote the development of vocal performances, analyzes the development trend of vocal performances, and clarifies the enlightenment of modern music aesthetics to vocal performances.
本文基于大数据环境研究声乐表演对艺术领域的影响,并基于SAR分析了影响系统的动态建模。特别是在声乐表演方面,现代音乐美学发挥了重要作用,改变了声乐表演的形式。要更加丰富,并从生活中汲取灵感来创作作品的内容,使其更符合大众音乐的口味。本文在简单分析我国现代音乐美学对声乐表演影响的基础上,提出了促进声乐表演发展的相关建议,分析了声乐表演的发展趋势,阐明了现代音乐美学对声乐表演的启示。
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引用次数: 0
Biometric-based Finger-Vein Authenticating Device 基于生物识别技术的指静脉认证装置
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936067
Prajwala M V, S. S
Personal data contained in consumer electronics devices are getting more and more valuable as the industry has been developing. Authentication is regarded as a leading technology in the field of security due to their various advantages, such as their ability to provide users with a secure and convenient way of accessing their information. Utilizing biometric methods involves using features like a person’s face, voice, iris, hand geometry, fingerprint pattern, or veins on the back of their hands. The features used in the approaches may not always ensure confidentiality because they are observable on the outside of the human body. One must be overly secure with those information, as it highlights physical characteristics. This paper proposes the implementation of the finger-vein authentication device explained in three stages, with the first stage as image capturing, the second stage as feature extraction, and the third stage as authentication, using the OpenCV-python tool.
随着行业的发展,消费电子设备中包含的个人数据越来越有价值。身份验证技术因其各种优势而被视为安全领域的领先技术,例如能够为用户提供安全便捷的信息获取方式。生物识别方法包括使用人的脸、声音、虹膜、手的几何形状、指纹图案或手背静脉等特征。这些方法中使用的特征不一定能确保保密性,因为它们可以在人体外部观察到。人们必须对这些信息过度保密,因为它们突出了身体特征。本文建议使用 OpenCV-python 工具,分三个阶段实现手指静脉身份验证设备,第一阶段为图像捕捉,第二阶段为特征提取,第三阶段为身份验证。
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引用次数: 0
Health Insurance Cost Prediction using Machine Learning Algorithms 使用机器学习算法进行医疗保险成本预测
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936153
Ramya D, Manigandan S. K, Deepa J
Insurance is the policy people buy to preserve themselves from losing money if something awful happens to them or their belongings. Insurance can be provided to the individuals for their health, car, education, business, home etc. Among them, health insurance plays the vital role as humans are prone to many deadly diseases and accidents nowadays. The cost of medical treatment is unbelievable and unbearable. In this study, health insurance cost is predicted by Machine Learning algorithms such as Multinomial Logistic Regression and Random Forest. Comparing the performance measures of the algorithms, gives the better way to understand and also gives the determination about the best algorithm to be used for cost prediction.
保险是人们购买的政策,以保护自己免受损失,如果可怕的事情发生在他们或他们的财产。可以为个人的健康、汽车、教育、商业、家庭等提供保险。其中,健康保险起着至关重要的作用,因为人类容易发生许多致命的疾病和事故。医疗费用令人难以置信,难以承受。在本研究中,医疗保险费用的预测是由机器学习算法,如多项式逻辑回归和随机森林。比较了各种算法的性能指标,给出了更好的理解方法,也给出了用于成本预测的最佳算法的确定。
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引用次数: 4
SaaS Service Architecture of Online System Platform for Engineering Project Management Teaching based on Computer Data Monitoring Algorithm 基于计算机数据监控算法的工程项目管理在线教学系统平台SaaS服务架构
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936291
Yuming Song, Yaqin Wang, Jian Fang, Heng Wang
This paper proposes a data layer architecture based on mass customization for SaaS software services, and analyzes and compares three data architecture design schemes. A dynamic data expansion model is proposed for the engineering project management teaching course and shared Schema structure. The composition structure and functional modules of the computer basic course teaching resource library are expounded, and the construction and use of the cloud computing-based computer basic course teaching resource library are analyzed with effective ways. Manage the data access of the open SaaS service platform and conduct simulation analysis. The combination of open SaaS service architecture and LRU-RSIZE algorithm can effectively solve the problem of on-demand storage and management of user data.
针对SaaS软件服务提出了一种基于大规模定制的数据层架构,并对三种数据架构设计方案进行了分析比较。针对工程项目管理教学过程,提出了一种动态数据扩展模型和共享Schema结构。阐述了计算机基础课程教学资源库的组成结构和功能模块,分析了基于云计算的计算机基础课程教学资源库的建设与使用,提出了有效的途径。管理开放式SaaS服务平台的数据访问,进行仿真分析。开放式SaaS服务架构与LRU-RSIZE算法相结合,可以有效解决用户数据的按需存储和管理问题。
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引用次数: 0
Unified 32-Channel SS-DWDM-PON Transmission System for Remote Monitoring 远程监控统一32路SS-DWDM-PON传输系统
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936312
B. Caroline, M. Margarat, M. D. shree, S. Nizar
Dense Wavelength Division Multiplexing (DWDM) is an excellent solution for increasing channel capacity and be able to meet rapidly increasing bandwidth demands in optical fiber communication. The optical signal in this technology will convey numerous streams of data, each with its own individual wavelength. This article utilizes a single mode fiber with a length of 120km and a wavelength of 1555nm to reduce signal dispersion. The DWDM system analysis is carried out using an optisystem with a flow rate of 10Gbits/s per channel and simulation, optical amplifiers are utilized to achieve signals with enhanced Q-Factor and BER. The proposed system is used for the data transmission over longer distances more than 50km and helps to reduce the signal noise of the system.
密集波分复用(DWDM)是增加信道容量和满足光纤通信快速增长的带宽需求的一种极好的解决方案。这种技术中的光信号将传输大量的数据流,每个数据流都有自己的波长。本文采用长度为120km,波长为1555nm的单模光纤来减少信号色散。采用每通道10Gbits/s的光系统对DWDM系统进行分析,并利用光放大器进行仿真,以获得具有增强q因子和BER的信号。该系统用于50公里以上的长距离数据传输,并有助于降低系统的信号噪声。
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引用次数: 0
A Hybrid E-Prescription Management System using IoT 使用物联网的混合电子处方管理系统
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936536
C. J., Chandini N, Chinni Srinija, D. S, Pappa M
With a development in generation and powerful cutting down of sensors, there are diverse tries to apply the brand-new generation in diverse regions to improve the first-class of human life. In the growing nations, the needy people discover the healthcare system to be expensive. As a result, this assignment is an undertaking to solve the healthcare issues currently faced by the society. To provide the powerful, clever, and dependable healthcare service to the patients, Internet of Things (IoT) ideas are used extensively to interconnect with clinical resources. The predominant goal of the assignment to sample a far-flung health tracking machine with the automated prescription. It is especially composed of three parts. The detection of patient’s vitals with the use of sensors is the primary element, sending the facts to the cloud garage being the second element and offering the detected facts for processing, far flung viewing, and prescribing the proper medicinal drug is the third element. Remote viewing of the facts permits the health practitioner to study a patient’s health development staying far from the health facility premises. Hence the proposed structure collects sensor facts via Arduino improvement board and ship them to the cloud, with the use of Node MCU in which it is far processed and analyzed for far flung viewing and medicinal drug suggestion. The medicinal drug prescription after studying facts might be proven at the web page dashboard.
随着传感器世代的发展和强大的裁剪能力,在不同的领域有不同的尝试将新一代的传感器应用到改善人类生活的第一流。在发展中国家,有需要的人发现医疗保健系统是昂贵的。因此,这项任务是解决当前社会面临的医疗保健问题的一项任务。为了给患者提供强大、智能、可靠的医疗服务,广泛使用物联网思想与临床资源进行互联。任务的主要目标是采样远程健康跟踪机器与自动处方。它特别由三部分组成。使用传感器检测病人的生命体征是首要要素,将数据发送到云车库是第二要素,将检测到的数据提供给处理、远程查看和处方适当的药物是第三要素。远程观察事实允许卫生从业人员在远离卫生设施的情况下研究病人的健康发展。因此,所提出的结构通过Arduino改进板收集传感器数据并将其发送到云端,使用Node MCU对其进行远程处理和分析,以进行远程查看和药物建议。研究事实后的药物处方可以在网页仪表板上证明。
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引用次数: 0
Piezoelectric Energy Harvest for Wearable Devices 可穿戴设备的压电能量收集
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936553
Gokul M, M. Anisha, C. K. Reshmi, S. Sathish, P. Meghana, S. Pandi
Implantable medical electronics (IMEs) have recently become critical for extending patients' lives. Extending the lifespan of these gadgets has thus become a major development problem. Chemical-cell batteries are frequently used to power wearable gadgets, but their frequent replacement or recharging hinders their widespread adoption. Piezoelectric energy harvesting is a promising and efficient approach for generating electricity that may be used to power wearable devices in response to body motions. Scavenging energy from the human body, with a special emphasis on the upper-limb Area. Piezoelectric transducers placed on the wrist can produce the highest power densities in contrast to other upper limb sites. The output which has been gained from this is 0.3mV to 0.5mV.The output from this device is limited, however it can be enhanced in the future with new technology. Although much progress has been made in the field of wearable self-powered devices, there are still significant obstacles ahead for new and practical applications.
植入式医疗电子设备(IMEs)最近成为延长患者生命的关键。因此,延长这些小工具的使用寿命已成为一个主要的发展问题。化学电池经常被用于为可穿戴设备供电,但它们的频繁更换或充电阻碍了它们的广泛采用。压电能量收集是一种很有前途的高效发电方法,可用于为响应身体运动的可穿戴设备供电。从人体中清除能量,特别强调上肢区域。与上肢其他部位相比,放置在手腕上的压电换能器可以产生最高的功率密度。由此获得的输出是0.3mV到0.5mV。这种设备的输出是有限的,但将来可以用新技术来增强。尽管在可穿戴自供电设备领域取得了很大进展,但在新的和实际应用方面仍然存在重大障碍。
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引用次数: 0
Research on Traffic Intelligence based on Traffic Flow Detection Algorithm 基于交通流检测算法的交通智能研究
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936548
Xinghua Li
This paper is focusing on the traffic intelligence based on traffic flow detection algorithm. The smart city rail transit system is sorted out from the construction of service framework, logical framework and physical framework. In the past, logistics drivers can only rely on experience to judge traffic congestion. After the application of intelligent transportation system, they can rely on the data and information in the system. The road transportation system improves the efficiency of logistics distribution. In the logistics service under the guidance of intelligent system, the construction of intelligent vehicle allocation system is an important embodiment of the integration of transportation system and logistics operation. At the same time, the driver accesses the smart parking system, uploads the real-time three-dimensional position of the vehicle, queries the free parking spaces near or around the destination, and plans the driving route by the system to park at the target parking space. Through the testing of the designed model, the performance is then validated.
本文主要研究基于交通流检测算法的交通智能。智慧城市轨道交通系统从服务框架、逻辑框架和物理框架的建设三个方面进行了梳理。在过去,物流司机只能依靠经验来判断交通拥堵。智能交通系统应用后,他们可以依靠系统中的数据和信息。公路运输系统提高了物流配送的效率。在智能系统指导下的物流服务中,智能车辆调配系统的建设是交通运输系统与物流运作一体化的重要体现。同时,驾驶员接入智能停车系统,上传车辆的实时三维位置,查询目的地附近或周围的空闲停车位,并由系统规划行驶路线,将车辆停放在目标停车位。通过对所设计模型的测试,验证了模型的性能。
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引用次数: 0
Development and Implementation of Counselor Work Management Information System based on Hadoop and Distributed Data Backup Algorithms 基于Hadoop和分布式数据备份算法的辅导员工作管理信息系统的开发与实现
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936267
Libin Cui
The big data technology has been the trend for the combination of the MIS optimization, hence, this paper studies the recent development and implementation of counselor work management information system based on the Hadoop and distributed data backup algorithms. Hibernate is an open-source object-relational mapping framework. It encapsulates JDBC with very lightweight objects. It establishes a mapping relationship between POJOs and database tables. It is a fully automatic ORM framework. Hence, this is considered as the basis for finding information about missing data from a dialectical point of view. It also has its own limitations, because all the information and data information of computer equipment must be saved every day, which brings the second repetition of data information, increases the core system storage pressure, and reduces the use space. With this idea, the novel system is designed. Through the experimental analysis, the performance is then validated.
大数据技术与MIS优化的结合已成为趋势,因此,本文研究了基于Hadoop和分布式数据备份算法的辅导员工作管理信息系统的开发与实现。Hibernate是一个开源的对象关系映射框架。它用非常轻量级的对象封装JDBC。它在pojo和数据库表之间建立映射关系。它是一个全自动的ORM框架。因此,从辩证的角度来看,这被认为是寻找缺失数据信息的基础。它也有其自身的局限性,因为计算机设备的所有信息和数据信息每天都必须保存,这带来了数据信息的二次重复,增加了核心系统的存储压力,减少了使用空间。基于这一思想,设计了一套新颖的系统。通过实验分析,验证了其性能。
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引用次数: 0
MPPT Application of DC to DC Boost Converter for Fast Charging of Battery from SPV System 直流升压变换器在SPV系统电池快速充电中的应用
Pub Date : 2022-10-13 DOI: 10.1109/ICECAA55415.2022.9936349
Shoyab Ali, P. Sharma, Pramod Sharma
The interest and usages of renewable energy sources are increasing day by day due to many advantageous such as no emission of toxic gasses, no pollution, easy operation etc. There is a growing need for the combination of renewable energy and electricity systems. The world is looking for the applications of renewable energy sources to reduce pollution. The electrical power generation from renewable energy sources is the best way to minimize the consumptions of fossil fuels and apart from many, PV systems are most popular in worldwide due to its many applications and simplicity. Solar Photovoltaic (SPV) based electrical power generation system from solar energy is one of the best renewable energy source. However, the solar irradiance is continuously varying and not available in night time. Hence, an effective energy storage device must be required to provide continuous power supply to the load. Researchable batteries are most suitable to work as energy storage devices due to its fast response compared to other. Unfortunately, the PV system is unable to produce constant and sufficient voltage to charge the battery due to variable irradiance. Therefore an DC to DC converters are required to maintain constant voltage at charging terminals of battery as well as can work as maximum power point tracker (MPPT) device of PV system for it best utilization. In this research article, an effective DC to DC boost converter along with controller is proposed for fast charging of battery from PV system as well as operated as MPPT device. An effective simulation results are presented under various possible conditions to validate performance of the proposed method.
可再生能源因其不排放有毒气体、无污染、操作简便等优点,正日益受到人们的关注和利用。对可再生能源和电力系统相结合的需求日益增长。全世界都在寻找可再生能源的应用,以减少污染。可再生能源发电是最大限度地减少化石燃料消耗的最佳途径,除此之外,光伏系统因其应用广泛和简单而在世界范围内最受欢迎。太阳能光伏(SPV)发电系统是利用太阳能发电的最佳可再生能源之一。然而,太阳辐照度是连续变化的,不能在夜间得到。因此,必须需要一种有效的储能装置来为负载提供持续的供电。相对于其他电池,可研究电池响应速度快,是最适合作为储能设备的电池。不幸的是,由于辐照度的变化,光伏系统无法产生恒定和足够的电压来给电池充电。因此,直流变换器需要在电池充电端保持恒定电压,并能作为光伏系统的最大功率点跟踪器(MPPT),使其得到最佳利用。本文提出了一种有效的DC - DC升压变换器及其控制器,用于光伏系统电池的快速充电,并作为MPPT设备运行。在各种可能的条件下给出了有效的仿真结果,验证了所提方法的性能。
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引用次数: 0
期刊
2022 International Conference on Edge Computing and Applications (ICECAA)
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