International Conference on Green Communication, Network, and Internet of Things最新文献

Mass telemetry cluster storage and autonomous health assessment system of spacecraft control system in orbit 航天器在轨控制系统质量遥测集群存储与自主健康评估系统

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2670663

Junliang Cai, Dawei Li, Ye Ji, Yujia Zhang, Fan Yang, Xiao Chang

引用次数: 0

Dynamic monitoring method of mutation event network public opinion based on topic crawler 基于主题爬虫的突变事件网络舆情动态监测方法

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2667861

Qianqian Li, Jing Li, Zhihang Wang, Wenjie Fan

引用次数: 0

Communication protocol conversion terminal and conversion method for the low voltage power line carrier network 一种低压电力线载波网络通信协议转换终端及转换方法

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2670287

Qiaoqiao Wang, Chen Xiu, J. Wu, Guangming Wan

{"title":"Communication protocol conversion terminal and conversion method for the low voltage power line carrier network","authors":"Qiaoqiao Wang, Chen Xiu, J. Wu, Guangming Wan","doi":"10.1117/12.2670287","DOIUrl":"https://doi.org/10.1117/12.2670287","url":null,"abstract":"At present, the communication protocol conversion terminals and conversion methods used by power companies in the networking process of low-voltage power line carriers have some problems, such as packet loss and long delay in uploading and sending messages, which will seriously affect the communication quality of low-voltage power line carriers and the operation safety of the whole distribution network. Based on this, in order to improve the communication quality of low-voltage power line carrier network, a research on communication protocol conversion terminal and conversion method suitable for low-voltage power line carrier network is proposed. First, optimize the communication protocol conversion terminal, and improve its physical interface and software module. Then, the delay of protocol conversion process is controlled, and the flow of wireless communication protocol conversion by carrier protocol is set to realize high-quality communication protocol conversion. Finally, the experimental link is constructed to prove the advanced nature of the research terminal and the proposed method. The experimental results show that this terminal and protocol conversion method can further reduce the packet loss rate, shorten the transmission delay, and improve the communication quality of the low-voltage power line carrier network.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126456235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Comparison of current blockchain privacy protection technologies and prospects for future trends 当前区块链隐私保护技术对比及未来趋势展望

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2667239

Zheng Lai

引用次数: 0

Meta-heuristic-based multipath joint routing and scheduling of time-triggered traffic for time-sensitive networking in IIoT 基于元启发式的IIoT时间敏感网络多路径联合路由与调度

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2667698

Chen Chen, Zhong Li

{"title":"Meta-heuristic-based multipath joint routing and scheduling of time-triggered traffic for time-sensitive networking in IIoT","authors":"Chen Chen, Zhong Li","doi":"10.1117/12.2667698","DOIUrl":"https://doi.org/10.1117/12.2667698","url":null,"abstract":"Time-sensitive networking (TSN) meets the needs of industrial internet of things (IIoT). It solves the challenges of deterministic transmission and reliable communication of time sensitive data streams. Traffic scheduling is the core mechanism of time-sensitive networks. Many excellent researches have explored and optimized the method of scheduling time-triggered streams in TSN. However, the existing time-triggered streams scheduling in TSN mostly separates routing and scheduling, which limits the scalability of scheduling. Many researches are based on fixed routing to schedule streams. Due to the interaction between scheduling and routing, the quality of fixed route solution is inferior to that of joint routing and scheduling. In this paper, we propose a meta-heuristic based multipath joint routing and scheduling method for time-triggered traffic in TSN, named MMRS. We set path selection as a variable and consider multipath routing for fault tolerance. At the same time, we establish the integer linear programming formulation and use meta-heuristic to obtain high-quality solutions. The evaluations show that compared with other excellent routing and scheduling methods, the runtime of 60 streams of MMRS method is reduced by 65.6%, and the schedulability is improved by 21% on average. The experiments verify that our proposed scheduling method can obtain high-quality solutions in an acceptable solution time.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"224 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132651729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Encryption methods on major telecommunication applications and thoughts 主要电信应用的加密方法及思想

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2668018

Z. Liu

{"title":"Encryption methods on major telecommunication applications and thoughts","authors":"Z. Liu","doi":"10.1117/12.2668018","DOIUrl":"https://doi.org/10.1117/12.2668018","url":null,"abstract":"Ever since the invention and massive implementation of telecommunication invited themselves during wartime, it is crucial to keep the message as secret as possible from adversaries. Back in time, the leak of messages meant thousands of potential casualties whereas now enormous costs on fortune and confidential secrets. In this paper, we will dive into the comparison of modern communication apps such as WhatsApp, Messengers, and WeChat with their encryption methods including AES encryption and RSA encryption. Then, we build a front-to-end message app using the RSA encryption method and an easy version of a random number generator to increase the security level. We will discuss the utility of the three apps and their complexity in terms of the input, algorithm, and pros and cons of the features they provide objectively to the average consumer, regardless of occupation or special personalized need. In addition, throughout the studies of the three apps and their flow of design on how to keep the consumers safe during their sharing of messages, we will discover a trend of evolution in how the society treats the idea of information security and what improvements can be done from time to time.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127430408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Integrated method for node centrality evaluation in green networks 绿色网络中节点中心性评价的综合方法

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2667237

Bin Chen, Yingming Wang

引用次数: 0

Design of analog signal processing module for VCU of pure electric vehicle based on ISO 26262 基于ISO 26262的纯电动汽车VCU模拟信号处理模块设计

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2670634

M. Kuang, Lixin Yang, Yanjin Lv, A. Cheng

引用次数: 0

Study on denoising method of CO sensor data in coal mine goaf 煤矿采空区CO传感器数据去噪方法研究

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2667752

Zhen Xing

引用次数: 0

The performance and error analysis of LSTM model combined with various GARCH models in stock forecasting LSTM模型结合各种GARCH模型在股票预测中的性能和误差分析

International Conference on Green Communication, Network, and Internet of Things Pub Date : 2023-03-08 DOI: 10.1117/12.2670293

Junqing Chen, Ying Yang, Renzhe Zhu, Tianlei Zhu, Zheng Tao

{"title":"The performance and error analysis of LSTM model combined with various GARCH models in stock forecasting","authors":"Junqing Chen, Ying Yang, Renzhe Zhu, Tianlei Zhu, Zheng Tao","doi":"10.1117/12.2670293","DOIUrl":"https://doi.org/10.1117/12.2670293","url":null,"abstract":"Volatility is a measure of the asset return rate's estimated level of uncertainty and may be used to assess the riskiness of financial assets. We use the market capitalization of 200 stocks representing Korea as the primary analytical aim and evaluate the accuracy between them by analyzing the impacts of different hybrid models' hybrid neural networks, which are based on the returns of the KOSPI 200 stock index. By measuring the effectiveness of these models using four dissimilarity measures, we contrasted the performance of hybrid models that combine a single neural network and a single GARCH type model with that of hybrid neural networks that combine multiple GARCH models (MAE, MSE, HMAE, and HMSE). They are applied to anticipate the KOSPI 200 index data's actual volatility. Among these, hybrid neural networks that integrate more than one GARCH-type model have much better forecasting performance than neural network models that mix two or more or more GARCH-type models. GW-LSTM makes the least accurate forecast. We note that the hybrid model combining the three GARCH models shows a minor increase in predicting ability based on merging two and three models.","PeriodicalId":143377,"journal":{"name":"International Conference on Green Communication, Network, and Internet of Things","volume":"12586 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129097679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0