Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525764
Sabina Halilovic, H. Avdihodžić, Lejla Gurbeta
This paper presents a system for prediction of naphthalene concentration in the liver and lung compartments of a micro cell culture analog apparatus (μCCA) based on the Artificial Neural Network (ANN). The implemented ANN can be used to simulate organ and circulatory system reactions in terms of residual naphthalene concentrations. For neural network training, 100 samples were used and additional 100 samples were used for subsequent validation. For the lung compartment, the accuracy of prediction of naphthalene concentration is 97% and the accuracy of concentration prediction in liver compartment is 95%. Implemented neural network for prediction of residual concentration of naphthalene in lung and liver compartments of a μCCA uses the fraction of exiting stream that re-enters the microcircuit as input value. This system can be used for simulating the organ and circulatory system reactions before conducting experiments on micro cell culture analog apparatus.
{"title":"Micro cell culture analog apparatus (µCCA) output prediction using Artificial Neural Network","authors":"Sabina Halilovic, H. Avdihodžić, Lejla Gurbeta","doi":"10.1109/MECO.2016.7525764","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525764","url":null,"abstract":"This paper presents a system for prediction of naphthalene concentration in the liver and lung compartments of a micro cell culture analog apparatus (μCCA) based on the Artificial Neural Network (ANN). The implemented ANN can be used to simulate organ and circulatory system reactions in terms of residual naphthalene concentrations. For neural network training, 100 samples were used and additional 100 samples were used for subsequent validation. For the lung compartment, the accuracy of prediction of naphthalene concentration is 97% and the accuracy of concentration prediction in liver compartment is 95%. Implemented neural network for prediction of residual concentration of naphthalene in lung and liver compartments of a μCCA uses the fraction of exiting stream that re-enters the microcircuit as input value. This system can be used for simulating the organ and circulatory system reactions before conducting experiments on micro cell culture analog apparatus.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131683912","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525748
M. Lazarevic, P. Mandić, B. Cvetkovic, T. Šekara, B. Lutovac
This paper will provide some an applications of memristors and mem-systems with a particular focus on electromechanical systems and analogies that holds great promise for advanced modeling and control of complex objects and processes. Also, we present the connection between fractional order differ integral operators and behavior of the mem-systems. Finally, several potential applications of electromechanical analogies of integer and fractional order are discussed.
{"title":"Some electromechanical systems and analogies of mem-systems integer and fractional order","authors":"M. Lazarevic, P. Mandić, B. Cvetkovic, T. Šekara, B. Lutovac","doi":"10.1109/MECO.2016.7525748","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525748","url":null,"abstract":"This paper will provide some an applications of memristors and mem-systems with a particular focus on electromechanical systems and analogies that holds great promise for advanced modeling and control of complex objects and processes. Also, we present the connection between fractional order differ integral operators and behavior of the mem-systems. Finally, several potential applications of electromechanical analogies of integer and fractional order are discussed.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132217577","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525797
E. M. Grigoryev, Sergey G. Gurzhin, V. Zhulev, M. B. Kaplan, V. G. Kryakov, Evgeniy M. Proshin
The present paper considers a technology and methods of the complex magnetotherapy impact formation in coordinates intensity-time-space-frequency with rich features of setting and adjustment of a great number of biotropic parameters that allow increasing an efficiency of the treatment due to an ability to adapt impact to individual parameters of the patient and take a disease specific character into consideration. Methods of the matrix organization of the magnetoradiating system, its management and control of separate real parameters of the field are suggested.
{"title":"Technology and methods for formation of the complex magnetotherapy impact by the inductor array","authors":"E. M. Grigoryev, Sergey G. Gurzhin, V. Zhulev, M. B. Kaplan, V. G. Kryakov, Evgeniy M. Proshin","doi":"10.1109/MECO.2016.7525797","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525797","url":null,"abstract":"The present paper considers a technology and methods of the complex magnetotherapy impact formation in coordinates intensity-time-space-frequency with rich features of setting and adjustment of a great number of biotropic parameters that allow increasing an efficiency of the treatment due to an ability to adapt impact to individual parameters of the patient and take a disease specific character into consideration. Methods of the matrix organization of the magnetoradiating system, its management and control of separate real parameters of the field are suggested.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125235256","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525755
D. Perepelkin, I. Tsyganov
The majority of modern routing algorithms in computer networks is based on Bellman-Ford and Dijkstra's algorithms. The efforts to calculate these algorithms lead to the complexity O(N3) and O(N2) correspondingly. Here N is the number of communication nodes or routers in computer network. When changing communication links bandwidth in given algorithms total recalculation of routing tables takes place. The increase of computer network size leads to polynomial growth of efforts to perform this operation. This work offers theoretical research of segmented computer network graph model which gave the opportunity to develop the algorithm allowing to reconstruct the tree of network segment best routes on conditions of graph edges weight change.
{"title":"Paired transitions algorithm of communication links in computer networks based on subnet routing method","authors":"D. Perepelkin, I. Tsyganov","doi":"10.1109/MECO.2016.7525755","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525755","url":null,"abstract":"The majority of modern routing algorithms in computer networks is based on Bellman-Ford and Dijkstra's algorithms. The efforts to calculate these algorithms lead to the complexity O(N3) and O(N2) correspondingly. Here N is the number of communication nodes or routers in computer network. When changing communication links bandwidth in given algorithms total recalculation of routing tables takes place. The increase of computer network size leads to polynomial growth of efforts to perform this operation. This work offers theoretical research of segmented computer network graph model which gave the opportunity to develop the algorithm allowing to reconstruct the tree of network segment best routes on conditions of graph edges weight change.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122412337","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525744
A. Baranchikov, N. N. Grinchenko, G. Ovechkin
The article discusses self-orthogonal error-correcting codes (SOC) for the decoding of which multithreshold algorithms (MTD) are usually used. To decode SOC the algorithms used for low-density parity-check (LDPC) codes can also be applied. The article shows that using a min-sum decoder for SOC over a channel with additive white Gaussian noise (AWGN) in case of binary phase shift keying allows to receive additional coding gain about 1..1,5 dB in comparison with MTD usage. At the same time computing complexity in a min-sum algorithm turns out to be 6...7 times higher than MTD. For SOC decoding the work offers a combined decoder including the elements of MTD and min-sum algorithms. The first several decoding iterations require the usage of min-sum decoder while later MTD is added. The results of offered decoder simulation show about 1 dB increase of coding gain in comparison with MTD for SOC over a channel with AWGN with binary phase shift keying in case of twofold increase of computing complexity. The gain received depends on the SOC used, the number of min-sum decoding iterations and MTD.
{"title":"Improving performance of multithreshold decoder for self-orthogonal codes","authors":"A. Baranchikov, N. N. Grinchenko, G. Ovechkin","doi":"10.1109/MECO.2016.7525744","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525744","url":null,"abstract":"The article discusses self-orthogonal error-correcting codes (SOC) for the decoding of which multithreshold algorithms (MTD) are usually used. To decode SOC the algorithms used for low-density parity-check (LDPC) codes can also be applied. The article shows that using a min-sum decoder for SOC over a channel with additive white Gaussian noise (AWGN) in case of binary phase shift keying allows to receive additional coding gain about 1..1,5 dB in comparison with MTD usage. At the same time computing complexity in a min-sum algorithm turns out to be 6...7 times higher than MTD. For SOC decoding the work offers a combined decoder including the elements of MTD and min-sum algorithms. The first several decoding iterations require the usage of min-sum decoder while later MTD is added. The results of offered decoder simulation show about 1 dB increase of coding gain in comparison with MTD for SOC over a channel with AWGN with binary phase shift keying in case of twofold increase of computing complexity. The gain received depends on the SOC used, the number of min-sum decoding iterations and MTD.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"202 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116242359","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525795
T. Vityazeva, S. Vityazev, A. Mikheev
Joint processing of respiratory and heart beat signals is considered in this paper. This joint processing makes heart rate variability analysis more reliable and improves body adaption system diagnostic in general. It is offered to use pulse-frequency modulation (PFM) and pulse-amplitude modulation (PAM) signals to represent tachogram that moves processing from frequency to time domain. Implementation issues and computational costs reduction with multirate processing are discussed. Modeling results proves the effectiveness of the offered approach.
{"title":"Heart beat and respiratory signals joint processing for the estimation of body adaptation system functionality","authors":"T. Vityazeva, S. Vityazev, A. Mikheev","doi":"10.1109/MECO.2016.7525795","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525795","url":null,"abstract":"Joint processing of respiratory and heart beat signals is considered in this paper. This joint processing makes heart rate variability analysis more reliable and improves body adaption system diagnostic in general. It is offered to use pulse-frequency modulation (PFM) and pulse-amplitude modulation (PAM) signals to represent tachogram that moves processing from frequency to time domain. Implementation issues and computational costs reduction with multirate processing are discussed. Modeling results proves the effectiveness of the offered approach.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129456871","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525705
L. Karbunar, D. Borka, I. Radović
In this paper we investigate possibility of carbon nanotubes characterization by differentiation in spatial and angular distribution fingerprints obtained by fast ions channeling. We analyze straight single walled carbon nanotubes (SWNTs) interacting with fast ion beams. We calculate the image potential for protons moving through the four types of SWNTs at the speeds of 3 a.u.. We calculate total potential in straight carbon nanotubes. Interaction of channelled ions with nanotube electrons we calculate by linearized, two dimensional (2D), extended two-fluid hydrodynamic model. We simulate ion beams channelling through the four types of SWNTs under calculated conditions of interaction and calculate spatial and angular distributions of channelled particles what we use as method for different SWNTs characterization.
{"title":"Carbon nanotubes characterization by channeled fast ions spatial and angular distribution fingerprints","authors":"L. Karbunar, D. Borka, I. Radović","doi":"10.1109/MECO.2016.7525705","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525705","url":null,"abstract":"In this paper we investigate possibility of carbon nanotubes characterization by differentiation in spatial and angular distribution fingerprints obtained by fast ions channeling. We analyze straight single walled carbon nanotubes (SWNTs) interacting with fast ion beams. We calculate the image potential for protons moving through the four types of SWNTs at the speeds of 3 a.u.. We calculate total potential in straight carbon nanotubes. Interaction of channelled ions with nanotube electrons we calculate by linearized, two dimensional (2D), extended two-fluid hydrodynamic model. We simulate ion beams channelling through the four types of SWNTs under calculated conditions of interaction and calculate spatial and angular distributions of channelled particles what we use as method for different SWNTs characterization.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128689067","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525692
A. Balota, S. Grebović, T. Sadović
This paper describes a new real time remote lightning monitoring system in the region. Importance of such systems and data that they provide is explained. First measurements data are shown. Future steps in development of system are mentioned.
{"title":"Lightning activity monitoring system in real time","authors":"A. Balota, S. Grebović, T. Sadović","doi":"10.1109/MECO.2016.7525692","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525692","url":null,"abstract":"This paper describes a new real time remote lightning monitoring system in the region. Importance of such systems and data that they provide is explained. First measurements data are shown. Future steps in development of system are mentioned.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"411 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122906440","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525698
I. Kholod, Mikhail Kuprianov, I. Petukhov
The paper discusses an approach for distributed execution of data mining algorithms based on the actors model and the concept of the Internet of Things. The suggested approach allows us to decompose data mining algorithms into actors and execute them in the distributed environment. It provides data analysis both in centralized systems (cloud computing) and in distributed systems (fog computing) for IoT.
{"title":"Distributed data mining based on actors for Internet of Things","authors":"I. Kholod, Mikhail Kuprianov, I. Petukhov","doi":"10.1109/MECO.2016.7525698","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525698","url":null,"abstract":"The paper discusses an approach for distributed execution of data mining algorithms based on the actors model and the concept of the Internet of Things. The suggested approach allows us to decompose data mining algorithms into actors and execute them in the distributed environment. It provides data analysis both in centralized systems (cloud computing) and in distributed systems (fog computing) for IoT.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132577359","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}
Pub Date : 2016-06-12DOI: 10.1109/MECO.2016.7525723
H. Kubátová, Martin Novotný
This paper presents the experience from 7 years existence of Faculty of Information Technology at Czech Technical University in Prague with respect to today Computer Engineering specialization trends. Our education process and study methods are based on programmable hardware, embedded systems and design style intended for such devices. All our courses have both parts; theoretical lectures and practical labs. Here the structure and methods how to prepare our bachelor students for both practice and for the further master study is presented.
{"title":"Education of Computer Engineering at CTU in Prague","authors":"H. Kubátová, Martin Novotný","doi":"10.1109/MECO.2016.7525723","DOIUrl":"https://doi.org/10.1109/MECO.2016.7525723","url":null,"abstract":"This paper presents the experience from 7 years existence of Faculty of Information Technology at Czech Technical University in Prague with respect to today Computer Engineering specialization trends. Our education process and study methods are based on programmable hardware, embedded systems and design style intended for such devices. All our courses have both parts; theoretical lectures and practical labs. Here the structure and methods how to prepare our bachelor students for both practice and for the further master study is presented.","PeriodicalId":253666,"journal":{"name":"2016 5th Mediterranean Conference on Embedded Computing (MECO)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127553959","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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