K. Karyono, B. Abdullah, Alison J. Cotgrave, A. Bras
Young professionals and millennials who live alone or are living in small groups and seek practicality, trigger the trend of smaller, modular and micro houses and apartments which are faster and cheaper to build. Multifunctional or flexible room is one of the important parts of the home. This particular room needs well-designed lighting for comfort. It should give an adequate illuminance for every activity and even pattern of light. This paper presents the factors for developing the smart adaptive lighting system which can provide lighting comfort for the occupants. The simulation is being done in 5 scenarios in the LJMU BRE 2010 house model using DIALux Software with the dimmable type of LED independent luminaire. The proposed system structure uses a wireless sensor network (WSN) and big data processing as the main components. The design employs an Artificial Intelligence (AI) sub-system which has the capability to predict and adaptively regulate the illumination level based on the occupant needs or routine. The simulation shows that this system is able to give even lighting pattern for luminance values 200, 250, 300, 500, and 750 lux which are needed by the occupants. With the possibility of user-defined lighting values, this system can be developed to accommodate the needs of special groups of occupants such as the elder or disabled groups.
{"title":"A Smart Adaptive Lighting System for a Multifunctional Room","authors":"K. Karyono, B. Abdullah, Alison J. Cotgrave, A. Bras","doi":"10.1109/DeSE.2019.00184","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00184","url":null,"abstract":"Young professionals and millennials who live alone or are living in small groups and seek practicality, trigger the trend of smaller, modular and micro houses and apartments which are faster and cheaper to build. Multifunctional or flexible room is one of the important parts of the home. This particular room needs well-designed lighting for comfort. It should give an adequate illuminance for every activity and even pattern of light. This paper presents the factors for developing the smart adaptive lighting system which can provide lighting comfort for the occupants. The simulation is being done in 5 scenarios in the LJMU BRE 2010 house model using DIALux Software with the dimmable type of LED independent luminaire. The proposed system structure uses a wireless sensor network (WSN) and big data processing as the main components. The design employs an Artificial Intelligence (AI) sub-system which has the capability to predict and adaptively regulate the illumination level based on the occupant needs or routine. The simulation shows that this system is able to give even lighting pattern for luminance values 200, 250, 300, 500, and 750 lux which are needed by the occupants. With the possibility of user-defined lighting values, this system can be developed to accommodate the needs of special groups of occupants such as the elder or disabled groups.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"10 1","pages":"990-995"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90723464","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}
E. Akhmetshin, T. Bochkareva, Anastasia Nikolaevna Tikhonova
In modern society, information technologies and associated processes are becoming increasingly influential and relevant, among them: collecting, storing, processing, providing, disseminating information, as well as its actualization ways. Information technology development trends have influenced education as well. The relevance of the research topic is based on the need to identify and study digital educational resources, as well as the importance of their introduction into educational institutions in order to improve the quality of education. Today, there is an obvious need for the development of effective methods of using the tools provided by information technologies, which will improve the students' ability of educational material procession producing a qualitative effect on their everyday life. The article deals with the problem of teaching children of the generation Z through the use of digital educational resources at school. Traditional teaching methods become obsolete and fail to give the expected results; therefore, the introduction of modern developments is required. The field of education needs new ways to monitor, test and systematize students' knowledge. The authors of the article have analyzed the current digital educational resources, and formulated their classification. The classification includes two large groups of digital educational resources: online services and mobile applications. Each of the groups, in turn, is divided into subgroups. Online services include those for testing students' knowledge and those with supporting material for teachers. Mobile applications include creative applications and selfmonitoring and student performance monitoring apps. The purpose of the study is to analyze the current digital educational resources and to offer their classification. The authors have developed and proposed a classification of modern digital educational resources. The features of each element of this classification have been identified. Finally, conclusions are made about the need to improve the educational process for schoolchildren in order to ensure higher and better results of educational activities. The authors note that the existing problem of educating children of the generation Z needs to be addressed with the help of digital educational resources, including the development of tools, techniques, practices and methods to increase the attention and interest of pupils to learning.
{"title":"Analysis and Classification of Digital Educational Resources Used in the Work of a Proactive Teacher","authors":"E. Akhmetshin, T. Bochkareva, Anastasia Nikolaevna Tikhonova","doi":"10.1109/DeSE.2019.00045","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00045","url":null,"abstract":"In modern society, information technologies and associated processes are becoming increasingly influential and relevant, among them: collecting, storing, processing, providing, disseminating information, as well as its actualization ways. Information technology development trends have influenced education as well. The relevance of the research topic is based on the need to identify and study digital educational resources, as well as the importance of their introduction into educational institutions in order to improve the quality of education. Today, there is an obvious need for the development of effective methods of using the tools provided by information technologies, which will improve the students' ability of educational material procession producing a qualitative effect on their everyday life. The article deals with the problem of teaching children of the generation Z through the use of digital educational resources at school. Traditional teaching methods become obsolete and fail to give the expected results; therefore, the introduction of modern developments is required. The field of education needs new ways to monitor, test and systematize students' knowledge. The authors of the article have analyzed the current digital educational resources, and formulated their classification. The classification includes two large groups of digital educational resources: online services and mobile applications. Each of the groups, in turn, is divided into subgroups. Online services include those for testing students' knowledge and those with supporting material for teachers. Mobile applications include creative applications and selfmonitoring and student performance monitoring apps. The purpose of the study is to analyze the current digital educational resources and to offer their classification. The authors have developed and proposed a classification of modern digital educational resources. The features of each element of this classification have been identified. Finally, conclusions are made about the need to improve the educational process for schoolchildren in order to ensure higher and better results of educational activities. The authors note that the existing problem of educating children of the generation Z needs to be addressed with the help of digital educational resources, including the development of tools, techniques, practices and methods to increase the attention and interest of pupils to learning.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"375 ","pages":"199-204"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91460257","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}
This paper deals with motion planning and control problems for a class of partially differentially flat systems. A Betafunction based motion planning algorithm is first constructed by selecting the base variable to be the 2-nd order derivative of Beta-function weighted by a constant parameter. The proposed algorithm has lower computational cost than the optimal control while it provides similar system performance. Then, a function approximation technique based control algorithm is proposed by restructuring a partially differentially flat system in the form of the combination of an auxiliary linear system and its variation from the original system. The variation term was replaced by its approximation as a chosen basis function weighted by constant parameters to be determined. These unknown plant parameters are estimated at each instant, denoted by the adjustable control parameters using a defined update law.
{"title":"Motion Planning and Control for a Class of Partially Differentially Flat Systems","authors":"Yang Bai, M. Svinin","doi":"10.1109/DeSE.2019.00158","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00158","url":null,"abstract":"This paper deals with motion planning and control problems for a class of partially differentially flat systems. A Betafunction based motion planning algorithm is first constructed by selecting the base variable to be the 2-nd order derivative of Beta-function weighted by a constant parameter. The proposed algorithm has lower computational cost than the optimal control while it provides similar system performance. Then, a function approximation technique based control algorithm is proposed by restructuring a partially differentially flat system in the form of the combination of an auxiliary linear system and its variation from the original system. The variation term was replaced by its approximation as a chosen basis function weighted by constant parameters to be determined. These unknown plant parameters are estimated at each instant, denoted by the adjustable control parameters using a defined update law.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"48 1","pages":"855-860"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91178965","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}
Air quality is an active topic at many social and political scales around the world. It is a significant concern for governments, environmentalists, and even data scientists who are raising awareness about this growing global problem. The availability of the massive amount of data in recent years enables better predictions of air quality using machine learning techniques. In this study, we perform spatial and temporal analysis using Long-Short Term Memory (LSTM) neural networks to estimate the nitrogen dioxide concentration that is considered a dangerous air pollutant between Beijing and London. In our proposed approach, spatial and temporal data are collected, preprocessed, normalised, and classified with LSTM followed by a comparative analysis with alternate machine learning techniques. The results show that the performance from our adapted approach of LSTM is higher compared to other techniques for predicting pollution rates between London and Beijing.
{"title":"Spatial and Temporal Data Analysis with Deep Learning for Air Quality Prediction","authors":"A. Alsaedi, L. Liyakathunisa","doi":"10.1109/DeSE.2019.00111","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00111","url":null,"abstract":"Air quality is an active topic at many social and political scales around the world. It is a significant concern for governments, environmentalists, and even data scientists who are raising awareness about this growing global problem. The availability of the massive amount of data in recent years enables better predictions of air quality using machine learning techniques. In this study, we perform spatial and temporal analysis using Long-Short Term Memory (LSTM) neural networks to estimate the nitrogen dioxide concentration that is considered a dangerous air pollutant between Beijing and London. In our proposed approach, spatial and temporal data are collected, preprocessed, normalised, and classified with LSTM followed by a comparative analysis with alternate machine learning techniques. The results show that the performance from our adapted approach of LSTM is higher compared to other techniques for predicting pollution rates between London and Beijing.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"49 1","pages":"581-587"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84570558","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}
This paper presents an approach for grasping objects by the robotic manipulator at predefined points by userdefined grasping methods for cases of arbitrary position and orientation of objects. The key idea is to implement a detection algorithm for user-defined key-points on the reference object image. As these points can be detected and localized on the object surface, it is possible to generalize the initial sequence of robotic manipulations, pre-recorded for the single scene, to the set of situations with arbitrary object orientation and location within the workspace. The robotic arm had a depth camera, mounted on the end effector for 3D key-points detection and anthropomorphic robotic hand.
{"title":"Object Grasping and Manipulating According to User-Defined Method Using Key-Points","authors":"A. Semochkin, S. Zabihifar, A. R. Efimov","doi":"10.1109/DeSE.2019.00089","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00089","url":null,"abstract":"This paper presents an approach for grasping objects by the robotic manipulator at predefined points by userdefined grasping methods for cases of arbitrary position and orientation of objects. The key idea is to implement a detection algorithm for user-defined key-points on the reference object image. As these points can be detected and localized on the object surface, it is possible to generalize the initial sequence of robotic manipulations, pre-recorded for the single scene, to the set of situations with arbitrary object orientation and location within the workspace. The robotic arm had a depth camera, mounted on the end effector for 3D key-points detection and anthropomorphic robotic hand.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"18 1","pages":"454-459"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88309005","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}
in this paper, a simple stretched ellipse patch antenna for multiband operation is introduced. An ellipse – shaped slot has been etched at the center of the patch for bandwidth enhancement. The obtained bandwidth has a range of (3.2 – 11.5) GHz with multi resonance frequencies which are useful for various wireless applications. The dimensions of the proposed antenna are (103.4×96.56) mm2 using a substrate having a relative permittivity of 4.2 and a thickness of 1.5 mm. The model of the proposed antenna has been designed and simulated using the CST Microwave Studio.
{"title":"Design of Elliptical Shaped Multiband Antenna for Application in Wireless Communication","authors":"Haydar M. Al-Tamimi","doi":"10.1109/DeSE.2019.00126","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00126","url":null,"abstract":"in this paper, a simple stretched ellipse patch antenna for multiband operation is introduced. An ellipse – shaped slot has been etched at the center of the patch for bandwidth enhancement. The obtained bandwidth has a range of (3.2 – 11.5) GHz with multi resonance frequencies which are useful for various wireless applications. The dimensions of the proposed antenna are (103.4×96.56) mm2 using a substrate having a relative permittivity of 4.2 and a thickness of 1.5 mm. The model of the proposed antenna has been designed and simulated using the CST Microwave Studio.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"89 1","pages":"673-677"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88977938","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}
M. Al-khafajiy, Shatha Ghareeb, R. Al-Jumeily, Rusul Almurshedi, A. Hussien, T. Baker, Y. Jararweh
With the emerge of Internet of Things, billions of devices and humans are connected directly or indirectly to the internet. This significant growth in the number of connected devices rises the needs for a new development for the current network paradigm (e.g., cloud computing). The new network paradigm, such as fog computing, along with its related edge computing paradigms, are seen as promising solutions for handling the large volume of securely-critical and delay-sensitive data that is being produced by the IoT nodes. In this paper, we give a brief overview on the IoT related computing paradigms, including their similarities and differences as well as challenges. Next, we provide a summary of the challenges and processing and storage capabilities of each network paradigm.
{"title":"A Holistic Study on Emerging IoT Networking Paradigms","authors":"M. Al-khafajiy, Shatha Ghareeb, R. Al-Jumeily, Rusul Almurshedi, A. Hussien, T. Baker, Y. Jararweh","doi":"10.1109/DeSE.2019.00175","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00175","url":null,"abstract":"With the emerge of Internet of Things, billions of devices and humans are connected directly or indirectly to the internet. This significant growth in the number of connected devices rises the needs for a new development for the current network paradigm (e.g., cloud computing). The new network paradigm, such as fog computing, along with its related edge computing paradigms, are seen as promising solutions for handling the large volume of securely-critical and delay-sensitive data that is being produced by the IoT nodes. In this paper, we give a brief overview on the IoT related computing paradigms, including their similarities and differences as well as challenges. Next, we provide a summary of the challenges and processing and storage capabilities of each network paradigm.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"24 1","pages":"943-949"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85705280","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}
E. Chebotareva, Ramil Safin, Artur Shafikov, D. Masaev, Andrey Shaposhnikov, Ilnaz Shayakhmetov, E. Magid, N. Zilberman, Yu. F. Gerasimov, M. Talanov
This work presents high level design and preliminary results of the implementation of an psycho-emotional system based on DA and 5-HT subsystems implementing 4 basic emotions.
本文提出了一个基于DA和5-HT子系统实现4种基本情绪的心理情绪系统的高层次设计和初步实现结果。
{"title":"Emotional Social Robot \"Emotico\"","authors":"E. Chebotareva, Ramil Safin, Artur Shafikov, D. Masaev, Andrey Shaposhnikov, Ilnaz Shayakhmetov, E. Magid, N. Zilberman, Yu. F. Gerasimov, M. Talanov","doi":"10.1109/DeSE.2019.00054","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00054","url":null,"abstract":"This work presents high level design and preliminary results of the implementation of an psycho-emotional system based on DA and 5-HT subsystems implementing 4 basic emotions.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"96 1","pages":"247-252"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86082862","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}
In this work, ZnFe_2O_4 nanoparticles was prepared via advanced combustion route. Zn ferrite was investigated by x-ray diffraction and the roughness of the surface describe by atomic force microscopy. From results XRD test itfs found that the crystal structureof sample ZnFe_2O_4 as a single phase nanoparticle is cubic with different annealing temperature 400, 600 and 800 .C respectively, accretion annealing temperature of the gelled to increase the crystalline average size The average size of nanoparticles in the range of 26.60, 30.13 and 56.23 nm at 400, 600 and 800 .C respectively. It can be found from UVvisible analysis the bandgap and the absorption spectrum accretion with accretion temperature.
{"title":"Effect of Heat Treatment on Structural and Optical Properties of ZnFe2O4 Nanoparticles","authors":"S. Abbas, A. Anber, A. Abbas","doi":"10.1109/DeSE.2019.00139","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00139","url":null,"abstract":"In this work, ZnFe_2O_4 nanoparticles was prepared via advanced combustion route. Zn ferrite was investigated by x-ray diffraction and the roughness of the surface describe by atomic force microscopy. From results XRD test itfs found that the crystal structureof sample ZnFe_2O_4 as a single phase nanoparticle is cubic with different annealing temperature 400, 600 and 800 .C respectively, accretion annealing temperature of the gelled to increase the crystalline average size The average size of nanoparticles in the range of 26.60, 30.13 and 56.23 nm at 400, 600 and 800 .C respectively. It can be found from UVvisible analysis the bandgap and the absorption spectrum accretion with accretion temperature.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"21 3 1","pages":"747-749"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83493684","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}
Wasiq Khan, A. Hussain, Bilal Khan, R. Nawaz, T. Baker
Outdoor mobility of Visually Impaired People (VIPs) has always been challenging due to the dynamically varying scenes and environmental states. Variety of systems have been introduced to assist VIPs’ mobility that include sensor mounted canes and use of machine intelligence. However, these systems are not reliable when used to navigate the VIPs in dynamically changing environments. The associated challenges are the robust sensing and avoiding diverse types of obstacles, dynamically modelling the changing environmental states (e.g. moving objects, road-works), and effective communication to interpret the environmental states and hazards. In this paper, we propose an intelligent wearable auditory display framework that will process real-time video and multi-sensor data streams to: a) identify the type of obstacles, b) recognize the surrounding scene/objects and corresponding attributes (e.g. geometry, size, shape, distance from user), c) automatically generate the descriptive information about the recognized obstacle/objects and attributes, d) produce accurate, precise and reliable spatial information and corresponding instructions in audio-visual form to assist and navigate VIPs safely with or without the assistance of traditional means.
{"title":"Novel Framework for Outdoor Mobility Assistance and Auditory Display for Visually Impaired People","authors":"Wasiq Khan, A. Hussain, Bilal Khan, R. Nawaz, T. Baker","doi":"10.1109/DeSE.2019.00183","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00183","url":null,"abstract":"Outdoor mobility of Visually Impaired People (VIPs) has always been challenging due to the dynamically varying scenes and environmental states. Variety of systems have been introduced to assist VIPs’ mobility that include sensor mounted canes and use of machine intelligence. However, these systems are not reliable when used to navigate the VIPs in dynamically changing environments. The associated challenges are the robust sensing and avoiding diverse types of obstacles, dynamically modelling the changing environmental states (e.g. moving objects, road-works), and effective communication to interpret the environmental states and hazards. In this paper, we propose an intelligent wearable auditory display framework that will process real-time video and multi-sensor data streams to: a) identify the type of obstacles, b) recognize the surrounding scene/objects and corresponding attributes (e.g. geometry, size, shape, distance from user), c) automatically generate the descriptive information about the recognized obstacle/objects and attributes, d) produce accurate, precise and reliable spatial information and corresponding instructions in audio-visual form to assist and navigate VIPs safely with or without the assistance of traditional means.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"22 1","pages":"984-989"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89828692","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}
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