Journal of ICT Research and Applications最新文献_第9页

Automated Defect Detection and Characterization on Pulse Thermography Images Using Computer Vision Techniques 基于计算机视觉技术的脉冲热成像图像缺陷自动检测与表征

IF 0.6

Journal of ICT Research and Applications Pub Date : 2019-04-30 DOI: 10.5614/ITBJ.ICT.RES.APPL.2019.13.1.5

Meghana, M. P. Arakeri, D. Sharath, M. Menaka, B. Venkatraman

{"title":"Automated Defect Detection and Characterization on Pulse Thermography Images Using Computer Vision Techniques","authors":"Meghana, M. P. Arakeri, D. Sharath, M. Menaka, B. Venkatraman","doi":"10.5614/ITBJ.ICT.RES.APPL.2019.13.1.5","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2019.13.1.5","url":null,"abstract":"Defect detection and characterization plays a vital role in predicting the life span of materials. Defect detection using appropriate inspection technologies at various phases has gained huge importance in metal production lines. It can be accomplished through wise application of non-destructive testing and evaluation (NDE). It is important to characterize defects at an early stage in order to be able to overcome them or take corrective measures. Pulse thermography is a modern NDE method that can be used for defect detection in metal objects. Only a limited amount of work has been done on automated detection and characterization of defects due to thermal diffusion. This paper proposes a system for automatic defect detection and characterization in metal objects using pulse thermography images as well as various image processing algorithms and mathematical tools. An experiment was carried out using a sequence of 250 pulse thermography images of an AISI 316 L stainless steel sheet with synthetic defects. The proposed system was able to detect and characterize defects sized 10 mm, 8 mm, 6 mm, 4 mm and 2 mm with an average accuracy of 96%, 95%, 84%, 77%, 54% respectively. The proposed technique helps in the effective and efficient characterization of defects in metal objects.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2019-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44535586","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

Accessibility Degradation Prediction on LTE/SAE Network Using Discrete Time Markov Chain (DTMC) Model 基于离散时间马尔可夫链（DTMC）模型的LTE/SAE网络可达性降级预测

IF 0.6

Journal of ICT Research and Applications Pub Date : 2019-04-30 DOI: 10.5614/ITBJ.ICT.RES.APPL.2019.13.1.1

H. Hendrawan

{"title":"Accessibility Degradation Prediction on LTE/SAE Network Using Discrete Time Markov Chain (DTMC) Model","authors":"H. Hendrawan","doi":"10.5614/ITBJ.ICT.RES.APPL.2019.13.1.1","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2019.13.1.1","url":null,"abstract":"In this paper, an algorithm for predicting accessibility performance on an LTE/SAE network based on relevant historical key performance indicator (KPI) data is proposed. Since there are three KPIs related to accessibility, each representing different segments, a method to map these three KPI values onto the status of accessibility performance is proposed. The network conditions are categorized as high , acceptable or low for each time interval of observation. The first state shows that the system is running optimally, while the second state shows that the system has deteriorated and needs full attention, and the third state indicates that the system has gone into degraded conditions that cannot be tolerated. After the state sequence has been obtained, a transition probability matrix can be derived, which can be used to predict future conditions using a DTMC model. The results obtained are system predictions in terms of probability values for each state for a specific future time. These prediction values are required for proactive health monitoring and fault management. Accessibility degradation prediction is then conducted by using measurement data derived from an eNodeB in the LTE network for a period of one month.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2019-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43581378","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

Real-Life Optimum Shift Scheduling Design 现实生活中的最佳排班设计

IF 0.6

Journal of ICT Research and Applications Pub Date : 2019-04-30 DOI: 10.5614/ITBJ.ICT.RES.APPL.2019.13.1.2

Lee Kong Weng, Sze San Nah

引用次数: 0

Trust-based Selfish Node Detection Mechanism using Beta Distribution in Wireless Sensor Network 基于Beta分布的基于信任的无线传感器网络自私节点检测机制

IF 0.6

Journal of ICT Research and Applications Pub Date : 2019-04-30 DOI: 10.5614/ITBJ.ICT.RES.APPL.2019.13.1.6

K. Devi, R. Ganesan

引用次数: 8

Modeling of Decision-making Processes to Ensure Sustainable Operation of Multiservice Communication Network 多业务通信网络可持续运行决策过程建模

IF 0.6

Journal of ICT Research and Applications Pub Date : 2019-04-30 DOI: 10.5614/ITBJ.ICT.RES.APPL.2019.13.1.4

A. Muradova

{"title":"Modeling of Decision-making Processes to Ensure Sustainable Operation of Multiservice Communication Network","authors":"A. Muradova","doi":"10.5614/ITBJ.ICT.RES.APPL.2019.13.1.4","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2019.13.1.4","url":null,"abstract":"This paper shows the modeling of decision-making processes to ensure stable operation of multiservice communication networks (MCNs) using the mathematical apparatus of fuzzy logic models. A classification of the main factors affecting the stability of an MCN is given. The main factors affecting the structural stability of MCNs are external factors, internal factors, energy factors, and maintenance factors. A decision-making strategy (DM) was chosen. The main factors that affect the stability of the functioning of an MCN are characterized by heterogeneity. Therefore, the task of the DM to ensure stability of the functioning of the MCN was reduced to producing a sequential solution of the following interrelated tasks: identification of the MCN by a systematic analysis of the main factors affecting the stability of the MCN, ranking the states of the MCN, and definition of the decision-making criteria. The first point is implemented by setting up a complex model of the MCN based on integration of the principles of fuzzy set theory (FST). A promising method for choosing a rational alternative is the method of non-dominated alternatives (MNDA), based on the aggregation of fuzzy information to characterize the relationship between the alternatives according to certain criteria.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2019-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48319689","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

A Hierarchical Emotion Classification Technique for Thai Reviews 一种用于泰语评论的层次情感分类技术

IF 0.6

Journal of ICT Research and Applications Pub Date : 2018-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2018.12.3.6

Jirawan Charoensuk, O. Sornil

引用次数: 7

Vacant Parking Lot Information System Using Transfer Learning and IoT 基于迁移学习和物联网的空置停车场信息系统

IF 0.6

Journal of ICT Research and Applications Pub Date : 2018-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2018.12.3.1

E. Jose, S. Veni

引用次数: 1

Performance Comparison of LEACH and LEACH-C Protocols in Wireless Sensor Networks 无线传感器网络中LEACH和LEACH- c协议的性能比较

IF 0.6

Journal of ICT Research and Applications Pub Date : 2018-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2018.12.3.2

A. Al-Shaikh, Hebatallah Khattab, S. Al-Sharaeh

{"title":"Performance Comparison of LEACH and LEACH-C Protocols in Wireless Sensor Networks","authors":"A. Al-Shaikh, Hebatallah Khattab, S. Al-Sharaeh","doi":"10.5614/ITBJ.ICT.RES.APPL.2018.12.3.2","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2018.12.3.2","url":null,"abstract":"Wireless Sensor Networks (WSNs) draw the attention of researchers due to the diversity of applications that use them. Basically, a WSN comprises many sensor nodes that are supplied with power by means of a small battery installed in the node itself; the node can also be self-charged by a solar cell. Sometimes it is impossible to change the power supply of battery-operated nodes. This dictates that sensor nodes must utilize the energy they have in an optimal manner. Data communication is the main cause of energy dissipation. In this context, designing protocols for WSNs demands more attention to the design of energy-efficient routing protocols that allow communications between sensor nodes and their base station (BS) with the least cost. LEACH is a prominent hierarchical cluster-based routing protocol. It groups sensor nodes into clusters to reduce energy dissipation. On the other hand, LEACH-C is a protocol based on LEACH that claims to improve energy dissipation over LEACH. In this paper, a successful attempt was made to compare these two protocols using MATLAB. The results show that LEACH-C has better performance than LEACH in terms of power dissipation.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2018-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44527125","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: 18

Performance Analysis of BigDecimal Arithmetic Operation in Java Java中BigDecimal算术运算的性能分析

IF 0.6

Journal of ICT Research and Applications Pub Date : 2018-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2018.12.3.5

J. T. Tarigan, E. M. Zamzami, C. L. Ginting

引用次数: 0

DT-MSOF Strategy and its Application to Reduce the Number of Operations in AHP DT-MSOF策略及其在AHP中减少操作次数的应用

IF 0.6

Journal of ICT Research and Applications Pub Date : 2018-12-31 DOI: 10.5614/ITBJ.ICT.RES.APPL.2018.12.3.3

F. A. Yulianto, K. Kuspriyanto, Teguh Nurhadi Suharsono

{"title":"DT-MSOF Strategy and its Application to Reduce the Number of Operations in AHP","authors":"F. A. Yulianto, K. Kuspriyanto, Teguh Nurhadi Suharsono","doi":"10.5614/ITBJ.ICT.RES.APPL.2018.12.3.3","DOIUrl":"https://doi.org/10.5614/ITBJ.ICT.RES.APPL.2018.12.3.3","url":null,"abstract":"A computing strategy called Double Track–Most Significant Operation First (DT-MSOF) is proposed. The goal of this strategy is to reduce computation time by reducing the number of operations that need to be executed, while maintaining a correct final result. Executions are conducted on a sequence of computing operations that have previously been sorted based on significance. Computation will only run until the result meets the needs of the user. In this study, the DT-MSOF strategy was used to modify the Analytic Hierarchy Process (AHP) algorithm into MD-AHP in order to reduce the number of operations that need to be done. The conventional AHP uses a run-to-completion approach, in which decisions can only be obtained after all of the operations have been completed. On the other hand, the calculations in MD-AHP are carried out iteratively only until the conditions are reached where a decision can be made. The simulation results show that MD-AHP can reduce the number of operations that need to be done to obtain the same results (decisions) as obtained by conventional AHP. It was also found that the more uneven the distribution of priority values, the more the number of operations could be reduced.","PeriodicalId":42785,"journal":{"name":"Journal of ICT Research and Applications","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2018-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49310055","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