2021 International Conference on Information Networking (ICOIN)最新文献

A Study on the Cluster-wise Regression Model for Bead Width in the Automatic GMA Welding 自动GMA焊接焊缝宽度的聚类回归模型研究

2021 International Conference on Information Networking (ICOIN) Pub Date : 2023-01-01 DOI: 10.1109/ICOIN56518.2023.10049016

Bo-Ram Lee, Won-Bin Oh, Hak-Hyoung Kim, Yeongdo Jeong, Jae Seung Yoon, Ill-Soo Kim

引用次数: 0

GDFed: Dynamic Federated Learning for Heterogenous Device Using Graph Neural Network 基于图神经网络的异构设备动态联邦学习

2021 International Conference on Information Networking (ICOIN) Pub Date : 2023-01-01 DOI: 10.1109/ICOIN56518.2023.10048926

J. Yoon, Sun Moo Kang, Seong-Bae Park, C. Hong

引用次数: 0

Analysis and Prediction of Hourly Energy Consumption Based on Long Short-Term Memory Neural Network 基于长短期记忆神经网络的小时能耗分析与预测

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333968

Rubina Akter, Jae-Min Lee, Dong-Seong Kim

引用次数: 7

Harmful Animals Detection System Utilizing Cooperative Actuation of Multiple Sensing Devices 利用多传感装置协同驱动的有害动物检测系统

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333928

Daichi Ozaki, Hiroshi Yamamoto, E. Utsunomiya, K. Yoshihara

{"title":"Harmful Animals Detection System Utilizing Cooperative Actuation of Multiple Sensing Devices","authors":"Daichi Ozaki, Hiroshi Yamamoto, E. Utsunomiya, K. Yoshihara","doi":"10.1109/ICOIN50884.2021.9333928","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333928","url":null,"abstract":"In recent years, there have been several incidents of crop damage and injury caused by harmful animals in various areas of Japan each year, amounting to about 15.8 billion yen in 2018. In order to reduce the damage, a number of existing studies have been conducted on camera-based systems. However, this existing system requires that the sensing devices should always be running, which makes it inappropriate for installation in mountainous areas where electronic power is difficult to be supplied to the system. Therefore, in this research, we propose a new harmful animals detection system that can detect not only the approaching of animals to the traps and the fences but also their species and postures by combining various sensing technologies (i.e., beacon sensing, laser radar, and depth camera). The beacon sensing attempts to detect the passage of moving objects by analyzing changes in received signal strength caused by reflection, diffraction, and absorption of radio wave beacons by the object. After detecting the passage of the moving object, a small computer is activated to measure one-dimensional distance to the target object using a laser radar. The time-series data of the measured distance is analyzed by the machine learning technology to estimate the type of the moving object (e.g., human, animal). If the moving object is judged as a harmful animal, the small computer activates the depth camera to acquire two-dimensional distance data of the target animal. The acquired distance data is analyzed by the machine learning technology to estimate the posture of the harmful animal. As explained above, by gradually activating the sensors with higher power consumption, the proposed system achieves power-saving.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"13 1","pages":"808-813"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75045679","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

Energy-Efficiency Comparison of Ad-hoc Routings in a Shadowing Environment for Smart IoT 智能物联网阴影环境下Ad-hoc路由的能效比较

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333990

Yuta Kuwahara, Naoki Aihara, S. Yamazaki, K. Ohuchi, H. Mizuno

引用次数: 1

Caching Performance of Named Data Networking with NDNS 基于NDNS的命名数据网络缓存性能研究

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333907

Seshariana Rahma Melati, L. V. Yovita, Ratna Mayasari

引用次数: 2

Metric-Based Learning for Nearest-Neighbor Few-Shot Image Classification 基于度量的最近邻少拍图像分类

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333850

Min Jun Lee, Jungmin So

引用次数: 0

In-Vehicle Passenger Detection Using FMCW Radar 基于FMCW雷达的车载乘客检测

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9334014

Heemang Song, Youngkeun Yoo, Hyun-Chool Shin

引用次数: 8

On Design of Caching Threshold of Caching Strategy CDO for ICN ICN缓存策略CDO的缓存阈值设计

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333943

Kota Tohno, Ryo Nakamura, N. Kamiyama

{"title":"On Design of Caching Threshold of Caching Strategy CDO for ICN","authors":"Kota Tohno, Ryo Nakamura, N. Kamiyama","doi":"10.1109/ICOIN50884.2021.9333943","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333943","url":null,"abstract":"In recent years, Information-Centric Networking (ICN) which mainly focuses on the transferred data rather than the sending and receiving hosts has attracted attention. To realize ICN as a future Internet architecture, it is required that ICN is robust against network failures such as a disaster and errors of network equipments. In our previous work, we proposed a caching strategy called CDO (Caching based on Distance to Originals), which achieves the high content availability at network failure in ICN. In the CDO, a router caches a content only when the hop distance between the origin of the content and itself is greater than or equal to a given caching threshold. However, in our previous work, we focused on only maximizing the AMDC (Average Maximum hop Distance to Caching copies) which leads to the content availability at the network failure, and did not sufficiently consider the cache hit ratio, i.e., the probability that the requested content is returned from one of routers. Therefore, in this paper, we study how to design the caching threshold of the CDO, which aimed at achieving the high AMDC and the high cache hit ratio using the CDO. Especially, we consider the optimal design method of caching threshold using a weighted sum and the design method of caching threshold for each content. As a result of investigating the effectiveness of the two types of the design methods through experiments, we show that the cache hit ratio can be significantly improved while maintaining the high AMDC by appropriately designing the caching threshold of the CDO.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"110 1","pages":"615-620"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87746261","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: 2

A Secure Corroboration Protocol for Internet of Things (IoT) Devices Using MQTT Version 5 and LDAP 使用MQTT版本5和LDAP的物联网(IoT)设备的安全确证协议

2021 International Conference on Information Networking (ICOIN) Pub Date : 2021-01-13 DOI: 10.1109/ICOIN50884.2021.9333910

N. Vithanage, Sangeeth S. Hetti Thanthrige, Malsha C. K. Paththini Kapuge, Tharindu H. Malwenna, C. Liyanapathirana, J. Wijekoon

{"title":"A Secure Corroboration Protocol for Internet of Things (IoT) Devices Using MQTT Version 5 and LDAP","authors":"N. Vithanage, Sangeeth S. Hetti Thanthrige, Malsha C. K. Paththini Kapuge, Tharindu H. Malwenna, C. Liyanapathirana, J. Wijekoon","doi":"10.1109/ICOIN50884.2021.9333910","DOIUrl":"https://doi.org/10.1109/ICOIN50884.2021.9333910","url":null,"abstract":"The world is now shifting from Industry 4.0 to Industry 5.0 enabling the automation of the human livelihood by using Internet of Things (IoT). IoT can be attributed as a network that connects many sensor devices to collect data to provide automated smart environments. However, with a huge number of connected devices already deployed worldwide and organizations resorting to IoT development services more frequently because IoT security issues remain a matter of concern. One of the main identified reasons is IoT devices possess limited memory capacity, energy, processing which cause difficulties to run complex security algorithms, hindering the security services such as privacy and authentication, although those are crucial factors of IoT services. Hence, the adoption of adequate security and authentication techniques are necessary for a broad IoT deployment. To this end, this study proposes an authentication platform to improve the security and efficiency of data transmission between the IoT devices using LDAP and MQTT technologies. The implementation complies with IEEE 1451 standardization to uplift the MQTT with the help of LDAP features and GZip compression.","PeriodicalId":6741,"journal":{"name":"2021 International Conference on Information Networking (ICOIN)","volume":"13 1","pages":"837-841"},"PeriodicalIF":0.0,"publicationDate":"2021-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88426442","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: 3