2016 XI International Symposium on Telecommunications (BIHTEL)最新文献

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The influence of wind speed, humidity, temperature and air pressure on pollutants concentrations of PM10 — Sarajevo case study using wavelet coherence approach 基于小波相干方法的风速、湿度、温度和气压对萨拉热窝PM10污染物浓度的影响
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775719
S. Avdakovic, Maja Muftić Dedović, Nedis Dautbašić, Jasenka Dizdarevic
{"title":"The influence of wind speed, humidity, temperature and air pressure on pollutants concentrations of PM10 — Sarajevo case study using wavelet coherence approach","authors":"S. Avdakovic, Maja Muftić Dedović, Nedis Dautbašić, Jasenka Dizdarevic","doi":"10.1109/BIHTEL.2016.7775719","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775719","url":null,"abstract":"The city of Sarajevo as the capital and the largest administrative and economic center in Bosnia and Herzegovina represents one of the most polluted cities in Europe in terms of the concentration of PM10 (particulate matter 10). Scientific and professional communities have particularly been focused on identifying the causes of this situation, and on the introduction of the system of measures to reduce PM10 values to below the limit values. This paper analyzes the impact of meteorological variables (wind speed, humidity, temperature and pressure) to the concentration of PM10 in the city of Sarajevo by using the Wavelet Coherence approach (WTC). Available data indicate actual values recorded in the Federal Institute for Hydrometeorology in 2012. The results of the analysis show the different effects that certain meteorological parameters have on the concentrations of PM10 particles in a time period of one year. It can also be concluded that this approach is very useful in terms of the practical interpretation of available data and it offers a clearer picture of the impact of meteorological conditions on the concentrations of PM10 particles.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130184958","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: 12
The aspects of consistency management of highly-distributed transactional database in a hybrid cloud environment for the energy sector 能源部门混合云环境中高度分布式事务数据库的一致性管理方面
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775707
J. Dizdarević, Z. Avdagić
{"title":"The aspects of consistency management of highly-distributed transactional database in a hybrid cloud environment for the energy sector","authors":"J. Dizdarević, Z. Avdagić","doi":"10.1109/BIHTEL.2016.7775707","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775707","url":null,"abstract":"For many years, there are tendencies to support collaborative work of companies of the energy sector, but only the arrival of cloud computing open the door for the implementation of these ideas and aspirations. This actually means a transition to advanced business model and platform with possibilities for launching energy efficient convergent services. From currently available cloud deployment models, as adequate for the energy sector will be considered a hybrid model, as a very efficient, flexible and comprehensive solution. Immediately after the establishment of a common cloud environment the focus of research redirects to the crucial problem of the organization and management of this complex, highly-distributed environment? Especially regarding transactional cloud database and maintaining its consistency. So far, there have been applied conventional methods for preserving consistency and the other ACID rules in highly-distributed transactional environments. However, the actual goal is to make a step forward and to find the optimal solution for preserving the consistency of the entire cloud DBMS. Therefore, this paper discusses adaptable and dynamic approach to preserving consistency of transactional cloud database called TBC (Tree-Based Consistency) approach. It will be shown that this approach provides optimal results and the expected performance of the entire cloud environment.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125258248","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
Application of neural networks to denoising of CT images of lungs 神经网络在肺部CT图像去噪中的应用
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775733
E. Turajlić
{"title":"Application of neural networks to denoising of CT images of lungs","authors":"E. Turajlić","doi":"10.1109/BIHTEL.2016.7775733","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775733","url":null,"abstract":"One of the most challenging problems in the field of digital image processing is image denoising. When processing medical images, it is of particular relevance to improve the perceived quality of images, while preserving the diagnostically relevant information. This paper investigates the capacity of a neural network framework for medical image denoising. Specifically, the performance of the proposed image denoising method is evaluated on a database of computed tomography images of lungs using various image quality metrics, such as peak signal-to-noise ratio and mean squared error. Image denoising relies on block segmentation of noisy and low-pass filtered images to generate the input and the target data for the neural network training. This paper investigates how the choice of block size, network architecture, and the training method affect the denoising performance when image is degraded with additive Gaussian noise. The paper proposes the use of Kohonen's self-organizing maps for segmentation of feature space and the use of multiple, finely tuned multi-layer perceptrons to achieve an improved denoising performance.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129423834","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: 4
Functional and service architecture of next generation network: BH telecom case study 下一代网络的功能和业务架构:BH电信案例研究
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775736
J. Husić, Tarik Čaršimamović, Sabina Baraković
{"title":"Functional and service architecture of next generation network: BH telecom case study","authors":"J. Husić, Tarik Čaršimamović, Sabina Baraković","doi":"10.1109/BIHTEL.2016.7775736","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775736","url":null,"abstract":"Nowadays, the competitive market in telecommunications field which is characterized by the alterations in technology, as well as business, together with convergence and regulatory pressures is challenging for telecom operators. In order to achieve, maintain, and improve their market position, telecom operators need to redefine their business and capabilities beyond traditional services, and to address associated issues with the purpose of achieving new revenues and differentiation as well. As a starting point, they need to rationalize the use of entities present in its telecommunication system. Therefore, this survey paper provides an overview of these entities according to the functional requirements and architecture of the next generation networks, as well as service offer classification based on relevant international standards on the example of BH Telecom, Joint Stock Company, Sarajevo.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129516021","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
Decission support system for candidates classification in the employment process based on ANFIS method 基于ANFIS方法的招聘过程中候选人分类决策支持系统
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775718
E. Žunić, Almir Djedovic, Z. Avdagić
{"title":"Decission support system for candidates classification in the employment process based on ANFIS method","authors":"E. Žunić, Almir Djedovic, Z. Avdagić","doi":"10.1109/BIHTEL.2016.7775718","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775718","url":null,"abstract":"The aim of this work is to create a decision support system based on Adaptive Neuro-Fuzzy Inference System (ANFIS), which will be used for objective classification of employees in the employment process by analyzing available information about the candidates. Information about the candidates is extracted from the relevant documents on one company during the advertising for job in Information Technology (IT) sector. Filtration and normalization of the data were performed after they had been acquired, the decision support system being realized was implemented in the form of hybrid model, made of fuzzy logic synthesis and neural network, as well as presented by acronym ANFIS. The initial ANFIS system is divided into two subsystems as the result of complexity of the very problem, as well as of more attributes. By training and testing (checking) the obtained Fuzzy Inference System (FIS) structures, the one with the lowest error is chosen. The operation of the network has been demonstrated by the valuable simulation model. The successful validation of the resulting system has been made by validation data.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131643367","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: 6
VoIP call quality assesment based on RPROP neural networks 基于RPROP神经网络的VoIP通话质量评价
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775738
M. Voznák, J. Rozhon, F. Rezac, Erik Gresak
{"title":"VoIP call quality assesment based on RPROP neural networks","authors":"M. Voznák, J. Rozhon, F. Rezac, Erik Gresak","doi":"10.1109/BIHTEL.2016.7775738","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775738","url":null,"abstract":"The modelling of the network effects on the quality of speech in the Voice over IP networks is the main focus of this paper. The main purpose of the ideas presented here is to achieve high-precision estimation of the speech quality in the environments where the classical approaches of speech quality determination fail. To achieve this high precision a modular neural network model is used to map the effects of a packet loss on the speech quality based on the PESQ reference. To incorporate the temporal effects E-model is partially utilized as well. This way a universal tool capable of harnessing the information about the speech quality for stress testing and monitoring of the local infrastructure has been developed enabling the telephony infrastructure administrators to evaluate the performance and stability of the systems in their hands. Moreover, a high-performance simulation environment has been developed as well to ensure sufficient amount of measurement data for the statistical analysis.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122506674","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
Optimization of business processes by automatic reallocation of resources using the genetic algorithm 利用遗传算法自动重新分配资源,实现业务流程的优化
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775724
Almir Djedovic, E. Žunić, Z. Avdagić, Almir Karabegović
{"title":"Optimization of business processes by automatic reallocation of resources using the genetic algorithm","authors":"Almir Djedovic, E. Žunić, Z. Avdagić, Almir Karabegović","doi":"10.1109/BIHTEL.2016.7775724","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775724","url":null,"abstract":"Business process management is the process of modifying or adjusting an organization's business process in order to achieve higher productivity or lower costs. Each company or organization has a value creating process that usually involves people, machines and information. One of the main problems with such processes is that it is very difficult to predict how much of each resource is actually needed. In light of the above, the objective of this paper is to implement a methodology that is capable of optimizing the allocation of resources to tasks in a given business process. In this paper, the genetic algorithm was used for optimization. The idea is that once the units are properly presented, the optimal schedule of users should be determined using the genetic algorithm. The fitness function includes Key Performance Indicators of process: waiting time and cost of the resource. Since al the users are not qualified in performing all the tasks in the process, the algorithm has to consider minimal and the maximal available number of users for each activity. The usability of this approach is tested in the process of credit requirement. Finally, the results are compared to the current work process.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"98 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114086839","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: 10
Software architecture and communication protocols for integration of renewables in distribution smart grids 分布式智能电网中可再生能源集成的软件体系结构和通信协议
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775730
Tarik Hrnjić, I. Huseinagić, T. Donlagic
{"title":"Software architecture and communication protocols for integration of renewables in distribution smart grids","authors":"Tarik Hrnjić, I. Huseinagić, T. Donlagic","doi":"10.1109/BIHTEL.2016.7775730","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775730","url":null,"abstract":"Electricity market designs are continuously undergoing change in an effort to improve and respond to technology, economic and policy changes. Increasing amounts of variable re-newables are a catalyst for additional market evolution. Markets work best when there is transparency between market player. The creation of smarter distribution grid started by developing an advanced metering infrastructure (AMI) and the corresponding communication infrastructure that can take satisfy the communication demands of AMI, as AMI is made up of smart meters which enable almost real-time bidirectional communication. This enables the companies to monitor consumers' energy usage in hourly intervals, as to provide better service. Before the invention of smart meters, power consumption readings were not taking the time of energy consumption into consideration, only the total ammount of energy consumed. Smart meters enable the users to optimize their energy consumption to reduce costs. This paper proposes software architecture, communication protocol selection, and provides solution of AMI integration in distribution smart grid applications.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132349781","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
Weighted-function based algorithm for retrieving handwriting trajectory from off-line data 基于加权函数的离线手写轨迹检索算法
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775714
Nermina Ahmic, E. Sokic, M. Ahic-Djokic
{"title":"Weighted-function based algorithm for retrieving handwriting trajectory from off-line data","authors":"Nermina Ahmic, E. Sokic, M. Ahic-Djokic","doi":"10.1109/BIHTEL.2016.7775714","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775714","url":null,"abstract":"Individuality of handwriting is the reason why it is used as a common base element for detecting character traits of the writer. It is believed that dynamic information improve the accuracy of the analysis, but they are not contained in an offline handwritten text. In order to recover dynamic information, a novel approach for handwriting trajectory recovery is proposed in this paper. The procedure is based on computing the objective function, which depends on parameters such as the angle of movement, path length, air pen tip movements, etc. The analysis is performed in MATLAB program package, using the text samples from IAM-OnDB database. The experimental results indicate that the average effectiveness of the proposed algorithm is above 75%.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116590468","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
Implementation of Internet of Things in the market of Bosnia and Herzegovina: Business market and technological review 波黑市场物联网实施:业务市场与技术回顾
2016 XI International Symposium on Telecommunications (BIHTEL) Pub Date : 2016-10-01 DOI: 10.1109/BIHTEL.2016.7775708
Amra Sofic, J. Husić
{"title":"Implementation of Internet of Things in the market of Bosnia and Herzegovina: Business market and technological review","authors":"Amra Sofic, J. Husić","doi":"10.1109/BIHTEL.2016.7775708","DOIUrl":"https://doi.org/10.1109/BIHTEL.2016.7775708","url":null,"abstract":"The potential benefits of Internet of Things (IoT) are numerous and diverse spreading through all areas of everyday life of individuals, enterprises and society as a whole. Telecommunications sector enjoys a central role in the world of IoT because of owning communication infrastructure and already built relationship of trust with a variety of users including control of large amounts of data about them and their online activities. The growth of IoT requires the change of current communication infrastructure including wireless and wired networks being used in order to fulfill the market needs. In order to provide scalability and flexibility which are required by the market to maximize the potential of IoT, the standardization is needed. Therefore, this paper is intended to the telecommunication sector of Bosnia and Herzegovina with the aim to highlight the importance of necessity of coordinated development of business models and communication infrastructure according to the relevant standards and market needs.","PeriodicalId":156236,"journal":{"name":"2016 XI International Symposium on Telecommunications (BIHTEL)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114645979","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
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