Journal of ICT Research and Applications最新文献_第6页

A Proposed Hidden Markov Model Method for Dynamic Device Pairing on Internet of Things End-Devices 物联网终端设备动态设备配对的隐马尔可夫模型方法

IF 0.6

Journal of ICT Research and Applications Pub Date : 2021-04-06 DOI: 10.5614/ITBJ.ICT.RES.APPL.2020.14.3.5

Aji Gautama Putrada, Nur Ghaniaviyanto Ramadhan

引用次数: 0

A New Indonesian Traffic Obstacle Dataset and Performance Evaluation of YOLOv4 for ADAS 一个新的印尼交通障碍数据集和用于ADAS的YOLOv4性能评估

IF 0.6

Journal of ICT Research and Applications Pub Date : 2021-03-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2021.14.3.6

A. Mulyanto, W. Jatmiko, P. Mursanto, Purwono Prasetyawan, Rohmat Indra Borman

引用次数: 11

Development of Hybrid Automatic Segmentation Technique of a Single Leaf from Overlapping Leaves Image 重叠叶片图像中单个叶片的混合自动分割技术研究

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Journal of ICT Research and Applications Pub Date : 2021-03-17 DOI: 10.5614/ITBJ.ICT.RES.APPL.2021.14.3.4

Jibrin Bala, H. Salau, I. J. Umoh, A. Onumanyi, Salawudeen A. Tijani, B. Yahaya

{"title":"Development of Hybrid Automatic Segmentation Technique of a Single Leaf from Overlapping Leaves Image","authors":"Jibrin Bala, H. Salau, I. J. Umoh, A. Onumanyi, Salawudeen A. Tijani, B. Yahaya","doi":"10.5614/ITBJ.ICT.RES.APPL.2021.14.3.4","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2021.14.3.4","url":null,"abstract":"The segmentation of a single leaf from an image with overlapping leaves is an important step towards the realization of effective precision agricultural systems. A popular approach used for this segmentation task is the hybridization of the Chan-Vese model and the Sobel operator CV-SO. This hybridized approach is popular because of its simplicity and effectiveness in segmenting a single leaf of interest from a complex background of overlapping leaves. However, the manual threshold and parameter tuning procedure of the CV-SO algorithm often degrades its detection performance. In this paper, we address this problem by introducing a dynamic iterative model to determine the optimal parameters for the CV-SO algorithm, which we dubbed the Dynamic CV-SO (DCV-SO) algorithm. This is a new hybrid automatic segmentation technique that attempts to improve the detection performance of the original hybrid CV-SO algorithm by reducing its mean error rate. The results obtained via simulation indicate that the proposed method yielded a 1.23% reduction in the mean error rate against the original CV-SO method.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2021-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44696150","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

An Adaptive Common Control Channel MAC with Transmission Opportunity in IEEE 802.11ac IEEE 802.11ac中具有传输机会的自适应公共控制信道MAC

IF 0.6

Journal of ICT Research and Applications Pub Date : 2021-02-23 DOI: 10.5614/ITBJ.ICT.RES.APPL.2021.14.3.3

Azhar A. Alsufyani, K. Almotairi

{"title":"An Adaptive Common Control Channel MAC with Transmission Opportunity in IEEE 802.11ac","authors":"Azhar A. Alsufyani, K. Almotairi","doi":"10.5614/ITBJ.ICT.RES.APPL.2021.14.3.3","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2021.14.3.3","url":null,"abstract":"Spectral utilization is a major challenge in wireless ad hoc networks due in part to using limited network resources. For ad hoc networks, the bandwidth is shared among stations that can transmit data at any point in time. It Â is important to maximize the throughput to enhance the network service. In this paper, we propose an adaptive multi-channel access with transmission opportunity protocol for multi-channel ad hoc networks, called AMCA-TXOP. For the purpose of coordination, the proposed protocol uses an adaptive common control channel over which the stations negotiate their channel selection based on the entire available bandwidth and then switch to the negotiated channel. AMCA-TXOP requires a single radio interface so that each station can listen to the control channel, which can overhear all agreements made by the other stations. This allows parallel transmission to multiple stations over various channels, prioritizing data traffic to achieve the quality-of-service requirements. The proposed approach can work with the 802.11ac protocol, which has expanded the bandwidth to 160 MHz by channel bonding. Simulations were conducted to demonstrate the throughput gains that can be achieved using the AMCA-TXOP protocol. Moreover, we compared our protocol with Â the IEEE 802.11ac standard protocols.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":"14 1","pages":"240-256"},"PeriodicalIF":0.6,"publicationDate":"2021-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48317949","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

Review on the Use of ICT Driven Solutions Towards Managing Global Pandemics 利用信息和通信技术驱动的解决方案管理全球流行病的审查

IF 0.6

Journal of ICT Research and Applications Pub Date : 2021-02-23 DOI: 10.5614/ITBJ.ICT.RES.APPL.2021.14.3.1

N. Thilakarathne

{"title":"Review on the Use of ICT Driven Solutions Towards Managing Global Pandemics","authors":"N. Thilakarathne","doi":"10.5614/ITBJ.ICT.RES.APPL.2021.14.3.1","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2021.14.3.1","url":null,"abstract":"A pandemic is a contagious disease outbreak that happens over a large geographic area and affects a great portion of the population while new pathogens appear for which people have less immunity and no vaccines are available. The disease can spread from person to person in a very short time. Health workers are at greater risk of infection because of patients who are carriers. In the 21st century, where everyone is connected through digital technologies, information and communication technology (ICT) plays a critical role in improving healthcare for individuals and larger communities. ICT can be divided into a wide variety of application domains that signify its importance as a major technological paradigm. It is currently drawing large attention because of its potential to alleviate the burden on healthcare systems caused by the rise in chronic diseases, aging populations and pandemic situations. This study surveyed substantial knowledge on how effective ICT healthcare solutions can be used towards managing global pandemics. In order to make it more comprehensive, we also present a four-phase strategic framework that can be deployed to alleviate the strain on healthcare resources during a pandemic, which was derived from the reviewed literature. Further, we also discuss how ICT technologies can be used towards managing pandemic situations chronographically during the transformation from a simple disease outbreak into a global pandemic.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2021-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46541526","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: 8

Hate Speech Classification in Indonesian Language Tweets by Using Convolutional Neural Network 基于卷积神经网络的印尼语推文仇恨言论分类

IF 0.6

Journal of ICT Research and Applications Pub Date : 2021-02-23 DOI: 10.5614/ITBJ.ICT.RES.APPL.2021.14.3.2

Ayu Nadia Taradhita, Ketut Gede Darma Putra

引用次数: 11

Research on Quality of Service Based Routing Protocols for Mobile Ad Hoc Networks 基于服务质量的移动自组网路由协议研究

IF 0.6

Journal of ICT Research and Applications Pub Date : 2020-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2020.14.2.6

S. Hizal, A. Zengin

{"title":"Research on Quality of Service Based Routing Protocols for Mobile Ad Hoc Networks","authors":"S. Hizal, A. Zengin","doi":"10.5614/ITBJ.ICT.RES.APPL.2020.14.2.6","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2020.14.2.6","url":null,"abstract":"Quality of service (QoS) based routing protocols play a significant role in MANETs to maintain proper flow of data with efficient power consumption and without data loss. However, several network resource based technical challenges or issues are encountered in the design and implementation of QoS routing protocols that perform their routing function by considering the shortest route or the lowest cost. Furthermore, a secondary route is not reserved and alternative routes are not searched unless the established route is broken. The current structures of the state-of-the-art protocols for MANETs are not appropriate for todayâ€™s high bandwidth and mobility requirements. Therefore, research on new routing protocols is needed, considering energy level, coverage, location, speed, movement, and link stability instead of only shortest path and lowest cost. This paper summarizes the main characteristics of QoS-based routing protocols to facilitate researchers to design and select QoS-based routing protocols. In this study, a wide range of protocols with their characteristics were classified according to QoS routing strategy, routing information update mechanism, interaction between network and MAC layer, QoS constraints, QoS guarantee type and number of discovered routes. In addition, the protocols were compared in terms of properties, design features, challenges and QoS metrics.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":"14 1","pages":"185-205"},"PeriodicalIF":0.6,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45112360","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

A Novel Boost-Buck Converter Architecture for Improving Transient Response and Output-Voltage Ripple 一种改进暂态响应和输出电压纹波的新型升压变换器结构

IF 0.6

Journal of ICT Research and Applications Pub Date : 2020-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2020.14.2.4

Freddy Kurniawan, Lasmadi Lasmadi, Okto Dinaryanto, Bambang Sudibya, Mohammad Ridlo Erdata Nasution

引用次数: 0

Real Power Loss Reduction and Voltage Stability Enhancement by Stock Exchange, Product Demand-Availability, Affluent and Penurious Algorithms 证券交易所降低实际电力损耗和提高电压稳定性、产品需求可用性、富裕和富裕算法

IF 0.6

Journal of ICT Research and Applications Pub Date : 2020-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2020.14.2.5

K. Lenin

引用次数: 0

Enhanced Image Encryption Using Two Chaotic Maps 利用两个混沌映射增强图像加密

IF 0.6

Journal of ICT Research and Applications Pub Date : 2020-12-28 DOI: 10.5614/ITBJ.ICT.RES.APPL.2020.14.2.3

F. A. Salman, Khitam Abdulnabi Salman

{"title":"Enhanced Image Encryption Using Two Chaotic Maps","authors":"F. A. Salman, Khitam Abdulnabi Salman","doi":"10.5614/ITBJ.ICT.RES.APPL.2020.14.2.3","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2020.14.2.3","url":null,"abstract":"Information security is an important aspect in various communication areas, multimedia frameworks, medical imaging and militant communications. However, most of them encounter issues such as insufficient robustness or security. Recently, the approach of achieving information security by using chaotic techniques has gained popularity, since they provide ergodic and random generated keys. This paper introduces a combination of two chaotic maps (3D logistic map and Arnoldâ€™s cat map) that meet the general security requirements of image transmission. First the image is encrypted using Arnoldâ€™s cat map, which shuffles the image pixels. 3D logistic map is applied to the encrypted image for transformation and permutation purposes. Then the XOR operation for the encrypted image and a chaotic sequence key are used to provide more security after the pixel values have been changed. The performance of the proposed security method was evaluated using MATLAB by analyzing the correlation between adjacent pixels, histogram analysis, and entropy information. The simulation results showed that the proposed method is robust and resilient. It can achieve an average of 7.99 for entropy information, 99.6% for NPCR, and 33.77 % for UCAI.Â Â Â Â","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":"14 1","pages":"134-148"},"PeriodicalIF":0.6,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45246162","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