Journal of ICT Standardization最新文献_第2页

Design of Routing Algorithm for Communication of Power Wireless Sensor Networks Based on Improved Harmony Search 基于改进的和谐搜索的功率无线传感器网络通信路由算法设计

Journal of ICT Standardization Pub Date : 2024-06-01 DOI: 10.13052/jicts2245-800X.1223

Guo Li;MingHua Wang

{"title":"Design of Routing Algorithm for Communication of Power Wireless Sensor Networks Based on Improved Harmony Search","authors":"Guo Li;MingHua Wang","doi":"10.13052/jicts2245-800X.1223","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1223","url":null,"abstract":"In this paper, a routing algorithm for the communication of power wireless sensor networks based on improved harmony search is proposed to reduce the communication routing delay and energy consumption of power wireless sensor networks. Firstly, according to the composition of communication routing delay and energy consumption of power wireless sensor networks, the delay model and energy consumption model are constructed respectively, and the objective function is constructed by assigning different weights. Then, artificial bee colony algorithm and Levy flight mechanism improved harmony search algorithm are adopted for solving the objective function. Experiment results reveal that the algorithm can meet different users' different demands on delay and energy consumption. If the user needs low delay, set the low delay weight to 1 and the power consumption weight to 0, then the average delay is 7s, and the average power consumption is 3203J. When user demand is low energy consumption, set the delay weight to 0 and the energy consumption weight to 1, so that the average energy consumption is 2667J and the average delay is 15s, which can meet the needs of users.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 2","pages":"189-214"},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10733802","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142517859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Grammatical Error Correction Detection of English Conversational Pronunciation Under a Deep Learning Algorithm 深度学习算法下的英语会话发音语法纠错检测

Journal of ICT Standardization Pub Date : 2024-06-01 DOI: 10.13052/jicts2245-800X.1225

Hang Yu

{"title":"Grammatical Error Correction Detection of English Conversational Pronunciation Under a Deep Learning Algorithm","authors":"Hang Yu","doi":"10.13052/jicts2245-800X.1225","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1225","url":null,"abstract":"Grammar correction in spoken English can enhance proficiency. This paper briefly introduces the gate recurrent unit (GRU) algorithm and its application in English speech recognition and grammatical error correction of speech recognition results. The GRU algorithm was firstly used to recognize English speech, then transform it into a text, and finally correct the English grammar of the text. Additionally, the attention mechanism was incorporated to enhance the performance of grammatical error correction. Subsequently, simulation experiments were conducted. Firstly, speech recognition and grammatical error correction were independently verified. The performance of the proposed algorithm in correcting grammatical errors in spoken English was evaluated using a self-built speech database. The results demonstrated that the proposed GRU-based algorithm yielded the best performance in independent speech recognition, independent grammatical error correction, and the overall spoken grammatical error correction. The contribution of this study lies in using the GRU algorithm to convert speech into text and perform grammar correction on the text, providing an effective reference for grammar correction in English communication.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 2","pages":"229-242"},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10733784","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142517839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Remote eSIM Provisioning Management Technology for 5G Terminal 面向 5G 终端的 eSIM 远程供应管理技术研究

Journal of ICT Standardization Pub Date : 2024-06-01 DOI: 10.13052/jicts2245-800X.1221

Jun Lu;Guowei Huang;Wenke Kuai;Yiliang Xu

{"title":"Research on Remote eSIM Provisioning Management Technology for 5G Terminal","authors":"Jun Lu;Guowei Huang;Wenke Kuai;Yiliang Xu","doi":"10.13052/jicts2245-800X.1221","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1221","url":null,"abstract":"The use of eSIM in mobile terminals such as the Internet of Vehicles has become the general trend, and more and more enterprises have put forward clear requirements for the remote provisioning of eSIM. This paper aims to combine 5G technology to analyze remote eSIM provisioning management technology for terminal, and combine algorithm improvement to improve remote eSIM information management and control effects. Moreover, this paper describes in detail the three-layer communication structure in the communication model, the design of edge gateway nodes, and the query mechanism for cloud center request names and data resources. In addition, this paper uses experiments to evaluate the connectivity of the eSIM three-layer communication model and the characteristics of the NDN network. Through experimental research, it can be seen that the remote eSIM provisioning management model proposed in this paper has certain advantages when applied to the Internet of Vehicles compared with the existing remote provisioning management technologies for the Internet of Vehicles. This article takes the Internet of Vehicles as an example to conduct research. At the same time, its support for mobility can be well applied to the Internet of Vehicles to meet the mobility of terminal vehicles. Therefore, it can provide some reference in the subsequent development of Internet of Vehicles technology.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 2","pages":"135-162"},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10733795","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142518231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design and Implementation of Virtualization Cloud Computing System Intelligent Terminal Application Layer 虚拟化云计算系统智能终端应用层的设计与实现

Journal of ICT Standardization Pub Date : 2024-06-01 DOI: 10.13052/jicts2245-800X.1222

Hongtao Ni;Lixia Yan

{"title":"Design and Implementation of Virtualization Cloud Computing System Intelligent Terminal Application Layer","authors":"Hongtao Ni;Lixia Yan","doi":"10.13052/jicts2245-800X.1222","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1222","url":null,"abstract":"Cloud task scheduling has become a trend, and the shortcomings of traditional scheduling algorithms can be optimized through mathematical models of other cloud task scheduling scenarios. In order to improve the virtualization data processing effect of intelligent terminal application layer, this paper proposes an improved krill swarm optimization algorithm based on adaptive weight. The optimization of cluster load balancing and task average response time ratio are used to improve the convergence and accuracy of task scheduling algorithm. Moreover, this paper uses CloudSim simulation tool to conduct experiments to verify the effectiveness of the proposed model. In addition, this paper proposes an application-based virtualization method, which virtualizes the application programs inside the host machine into the virtualization software inside the virtual machine, so that the virtual machine can access it. Finally, this paper verifies the reliability of the proposed method with experiments, thus providing a theoretical reference for the subsequent design of intelligent terminal application layer virtualization cloud computing system. Compared with the traditional way of using physical hardware, using virtual machine hardware is more flexible, efficient and safe, which brings great convenience to the development and deployment of applications.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 2","pages":"163-188"},"PeriodicalIF":0.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10733783","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142518232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Social Network Advertisement Delivery Platform Based on Blockchain 基于区块链的社交网络广告发布平台研究

Journal of ICT Standardization Pub Date : 2024-06-01 DOI: 10.13052/jicts2245-800X.1224

Chunmei Chang;Yumeng Yang;Chen Shi

引用次数: 0

Multi-Path Data Transmission System Based on 5G Communication Technology 基于 5G 通信技术的多路径数据传输系统

Journal of ICT Standardization Pub Date : 2024-03-01 DOI: 10.13052/jicts2245-800X.1214

Jun Lu;Guowei Huang;Dan Hu;Wenke Kuai

{"title":"Multi-Path Data Transmission System Based on 5G Communication Technology","authors":"Jun Lu;Guowei Huang;Dan Hu;Wenke Kuai","doi":"10.13052/jicts2245-800X.1214","DOIUrl":"https://doi.org/10.13052/jicts2245-800X.1214","url":null,"abstract":"Due to the current problems of 5G(5th Generation Mobile Communication Technology) networks such as discontinuous coverage, poor coverage performance, and insufficient uplink rate, the real-time transmission performance of 5G networks has been greatly affected, and cannot meet the growing needs of high-speed communication and applications based on the Internet of Things. This paper aims to improve the transmission effect of 5G communication technology by improving the algorithm. By analyzing the problems of existing 5G bandwidth estimation algorithm, this paper proposes a Westwood-based coupling adaptive bandwidth estimation algorithm, and describes the algorithm ideas involved in the algorithm point-by-point. Moreover, this paper uses adaptive bandwidth estimation algorithm to update the slow start threshold in the fast retransmission phase, which makes the congestion window size of path transmission more reasonable. Simulation results show that the congestion control algorithm proposed in this paper improves the accuracy of link bandwidth estimation to a certain extent, improves the link congestion situation and improves the throughput of multipath transmission links. This article can be applied to the algorithm in multipath data transmission to further improve data processing efficiency and processing speed. Therefore, the improved method in this paper can be used in the practice of 5G communication to further improve the efficiency of 5G communication.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 1","pages":"71-94"},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10695803","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142324362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Setting Standards for Personal Health Data in the Age of 5G and 6G Networks 制定 5G 和 6G 网络时代的个人健康数据标准

Journal of ICT Standardization Pub Date : 2024-03-01 DOI: 10.13052/jicts2245-800X.1213

Ana Koren;Ramjee Prasad

{"title":"Setting Standards for Personal Health Data in the Age of 5G and 6G Networks","authors":"Ana Koren;Ramjee Prasad","doi":"10.13052/jicts2245-800X.1213","DOIUrl":"10.13052/jicts2245-800X.1213","url":null,"abstract":"Electronic health records (EHRs) play a vital role in simplifying thorough and effective patient treatment, promoting smooth exchange of information between medical professionals, and enhancing the process of making clinical decisions. With the increasing adoption of sensor-embedded smart wearables and home automation devices, new opportunities arise for innovative solutions in various sectors, such as eHealth. In the age of 5G and 6G, the potential of utilizing user-collected health data becomes vast, promising significant improvements in people's health and well-being. Realizing continuous healthcare access takes a step closer to reality by equipping EHRs to effectively store and interpret data collected by these sensors. This would result in personalized medical services that adhere to standardized practices. This paper presents a comprehensive review of contemporary advancements in the realm of standardization methods aimed at managing personal health data. The study delves into an extensive analysis of state-of-the-art solutions that have emerged to address the intricate challenges associated with the harmonization and uniformity of personal health information. By systematically examining these cutting-edge approaches, the review elucidates the diverse strategies employed to establish a cohesive framework for organizing, storing, and exchanging personal health data. Furthermore, the review critically evaluates the effectiveness and limitations of each solution in terms of promoting interoperability, safeguarding data privacy, and facilitating seamless data sharing among healthcare stakeholders. Furthermore, this paper then presents an approach to standardize the data by establishing semantic constraints for healthcare data types and proposing a validation procedure to ensure compliance with relevant standards and regulations.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 1","pages":"47-69"},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10695799","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141117055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Continuous Hidden Markov Algorithm-Based Multimedia Melody Retrieval System for Music Education 基于连续隐马尔可夫算法的音乐教育多媒体旋律检索系统

Journal of ICT Standardization Pub Date : 2024-03-01 DOI: 10.13052/jicts2245-800X.1211

Yingjie Cheng

{"title":"A Continuous Hidden Markov Algorithm-Based Multimedia Melody Retrieval System for Music Education","authors":"Yingjie Cheng","doi":"10.13052/jicts2245-800X.1211","DOIUrl":"10.13052/jicts2245-800X.1211","url":null,"abstract":"Education professionals receive instruction in Music Education (ME) to prepare for prospective jobs like secondary or primary music teachers, schools ensembles executives, or ensembles directors at music institutions. In the discipline of music education, educators do original research on different approaches to teaching and studying music. The most accurate and effective method of extracting music from huge music databases has become one of the most frequently discussed participants in contemporary multimedia information retrieval development. The essence of multimedia material is presented within a range of techniques since it is not bound to a single side. These several categories could consist of the song's audio components and lyrics for musical information. Retrieving melodic information, subsequently, becomes the main focus of most recent studies. Aside from being an expensive deviate from academics, music programs are neither a viable profession neither a valid pastime. Therefore, in this study, we offer a Continuous Hidden Markov Algorithm (CHMA) related a novel method for recovering melodies from musical multimedia recordings. CHMA is considered to be the most basic dynamic Bayesian network. Two various types of audio frame features and audio example features are extracted throughout the feature extraction procedure from the audio signal according to unit length. Every music clip receives a unique approach that we implement with concurrently using various CHMA. The initial music gets processed using a trained CHMA that monitors fundamental frequencies, maps states, and generates retrieval outcomes. The training time for Traditional opera reached 455.76 minutes, the testing time for Narration achieved 56.10 minutes, and the recognition accuracy for advertisement reached an impressive 98.02%. A subsequently experimental result validates the applicability of the proposed approach.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 1","pages":"1-20"},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10695800","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141117611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Task Scheduling for Internet of Things Cloud Computing Based on Improved Chicken Swarm Optimization Algorithm 基于改进鸡群优化算法的物联网云计算任务调度研究

Journal of ICT Standardization Pub Date : 2024-03-01 DOI: 10.13052/jicts2245-800X.1212

Shizheng Liu;Xuan Chen;Feng Cheng

{"title":"Research on Task Scheduling for Internet of Things Cloud Computing Based on Improved Chicken Swarm Optimization Algorithm","authors":"Shizheng Liu;Xuan Chen;Feng Cheng","doi":"10.13052/jicts2245-800X.1212","DOIUrl":"10.13052/jicts2245-800X.1212","url":null,"abstract":"Aiming at the shortcomings of long completion time and high consumption cost of cloud computing batch task scheduling in IoT, an Improved Chicken Swarm Optimization Algorithm (ICSO) for task scheduling in cloud computing scenarios is proposed. Specifically, in order to solve the problems of slow convergence and falling into local optimum of the chicken swarm optimization algorithm, we adopt the nonlinear decreasing technique of the rooster and the weighting technique of the hen, optimize the following coefficients of the chicks, and apply ICSO to cloud computing task scheduling. In simulation experiments, we conducted a large number of experiments using four standard benchmark functions with different number of tasks and the results show that ICSO algorithm reduces 25.8%, 9.3%, 8.8%, 7.5% in small task time compared to CSO, DCSO, GCSO, ABCSO in large task time by 30.8%, 8.3%, 7.8%, 6.3%, 11.8%, 10.3%, 8.8%, 7.5% savings in small task cost and 25.8%, 11.2%, 10.8%, 9.3% savings in large task cost. This method effectively reduces task scheduling time and cost consumption. Meanwhile, we tested it in combination with an IoT-based cloud platform and achieved very satisfying Results.","PeriodicalId":36697,"journal":{"name":"Journal of ICT Standardization","volume":"12 1","pages":"21-45"},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10695802","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141117589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

An Overview of Information and Cyber Security Standards 信息和网络安全标准概述

Journal of ICT Standardization Pub Date : 2024-03-01 DOI: 10.13052/jicts2245-800X.1215

Hugh Boyes;Matthew D. Higgins

引用次数: 0