Pub Date : 1900-01-01DOI: 10.1109/ISCO.2016.7727015
Pooja, Surendra Singh
Wireless sensor network is one of the emerging technologies in wireless networks and communication. WSN composed of large number of small sensors which senses the physical situations occurred in the environment. For WSNs, energy efficiency is the main challenge and to create efficient networks, sophisticated routing algorithms are designed. Clustering algorithm is one of technique used in WSN to minimize the energy consumption but the major challenge in clustering algorithm is the selection of cluster head. In this paper, we will discuss about energy efficient routing protocol, Improved O-LEACH; which employs clustering algorithm. According to our proposed algorithm, the cluster is chosen on the bases of residual energy and the distance from the base station. On the basis of energy consumption and network lifetime we then compare the performance of our proposed algorithm with O-LEACH.
{"title":"Improved O-LEACH protocol: A clustering based approach in wireless microsensor network","authors":"Pooja, Surendra Singh","doi":"10.1109/ISCO.2016.7727015","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727015","url":null,"abstract":"Wireless sensor network is one of the emerging technologies in wireless networks and communication. WSN composed of large number of small sensors which senses the physical situations occurred in the environment. For WSNs, energy efficiency is the main challenge and to create efficient networks, sophisticated routing algorithms are designed. Clustering algorithm is one of technique used in WSN to minimize the energy consumption but the major challenge in clustering algorithm is the selection of cluster head. In this paper, we will discuss about energy efficient routing protocol, Improved O-LEACH; which employs clustering algorithm. According to our proposed algorithm, the cluster is chosen on the bases of residual energy and the distance from the base station. On the basis of energy consumption and network lifetime we then compare the performance of our proposed algorithm with O-LEACH.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131257063","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727027
R. F. S. Pearlin, G. Rekha
In recent years, healthcare applications are regarded as hopeful fields for wireless sensor networks, where the patients have been monitored in hospitals and at their accommodating places. These wireless medical sensor networks are more endangered to intruding, modification, eavesdropping, impersonation and playback attacks than the wired networks. A lot of solutions have been developed to secure wireless medical sensor networks. The already available solutions can safeguard the patient data during communication, but unable to terminate the inside attack where the proprietor of the patient database discloses the delicate patient information. In this project, an empirical approach has been presented to safeguard the inside attack by utilizing multiple number of data servers to store patient data for further utility. The main contribution of this work is to distribute the patient information securely in multiple data servers and by employing the homomorphic cryptosystems (modified paillier/elgamal) to accomplish patients' data privacy. This is a secure method against both outside and inside attacks as long as all the data servers are not compromised.
{"title":"Imposing patient data privacy in wireless medical sensor networks through homomorphic cryptosystems","authors":"R. F. S. Pearlin, G. Rekha","doi":"10.1109/ISCO.2016.7727027","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727027","url":null,"abstract":"In recent years, healthcare applications are regarded as hopeful fields for wireless sensor networks, where the patients have been monitored in hospitals and at their accommodating places. These wireless medical sensor networks are more endangered to intruding, modification, eavesdropping, impersonation and playback attacks than the wired networks. A lot of solutions have been developed to secure wireless medical sensor networks. The already available solutions can safeguard the patient data during communication, but unable to terminate the inside attack where the proprietor of the patient database discloses the delicate patient information. In this project, an empirical approach has been presented to safeguard the inside attack by utilizing multiple number of data servers to store patient data for further utility. The main contribution of this work is to distribute the patient information securely in multiple data servers and by employing the homomorphic cryptosystems (modified paillier/elgamal) to accomplish patients' data privacy. This is a secure method against both outside and inside attacks as long as all the data servers are not compromised.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"560 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133725246","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727109
M. Balamurugan, L. Visalatchi
As dynamic networks such as social and information networks are more ubiquitous, clustering the data on the networks can provide the structure of data in various different models. As well clustering the data in different time windows dynamically, provide the evolution behavior which helps in analyzing the features of the network. For example in the information network such as DBLP which contains multiple types of objects such as author, paper, conference and terms, clustering gives us overall view of evolutionary structure such as continue, merge, split, appearance and disappearance of the multiple objects in heterogeneous networks. In this paper we use Probabilistic generative model along with conditional probability, to generate efficient clusters. The number of clusters is not predefined as well it is not fixed and a prior parameter is added to define the number of clusters dynamically.
{"title":"Self-constructing clusters in dynamic heterogeneous multi typed network","authors":"M. Balamurugan, L. Visalatchi","doi":"10.1109/ISCO.2016.7727109","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727109","url":null,"abstract":"As dynamic networks such as social and information networks are more ubiquitous, clustering the data on the networks can provide the structure of data in various different models. As well clustering the data in different time windows dynamically, provide the evolution behavior which helps in analyzing the features of the network. For example in the information network such as DBLP which contains multiple types of objects such as author, paper, conference and terms, clustering gives us overall view of evolutionary structure such as continue, merge, split, appearance and disappearance of the multiple objects in heterogeneous networks. In this paper we use Probabilistic generative model along with conditional probability, to generate efficient clusters. The number of clusters is not predefined as well it is not fixed and a prior parameter is added to define the number of clusters dynamically.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132837602","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727040
S. Seenuvasamurthi, G. Nagarajan
Noise is an important factor in the analog and digital circuits which determine the characteristics of the system. The work aims at developing a noise robust circuit with high frequency response and the same can be implemented in a dynamic logic system with reduced number of transistor and also the dynamic logic will have the probability of signal switching activity to be low which will subsequently reduce the power of the system. The circuits have been constructed using cadence ADE and the same has been simulated with Spectre using 45nm GPDK technology. The simulation results show that the power consumption has been reduced multi-fold and the bandwidth has been increased by 102 Hz and the delay is reduced by 50%.
{"title":"Highly stable power efficient noise tolerant circuits for analog and digital systems","authors":"S. Seenuvasamurthi, G. Nagarajan","doi":"10.1109/ISCO.2016.7727040","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727040","url":null,"abstract":"Noise is an important factor in the analog and digital circuits which determine the characteristics of the system. The work aims at developing a noise robust circuit with high frequency response and the same can be implemented in a dynamic logic system with reduced number of transistor and also the dynamic logic will have the probability of signal switching activity to be low which will subsequently reduce the power of the system. The circuits have been constructed using cadence ADE and the same has been simulated with Spectre using 45nm GPDK technology. The simulation results show that the power consumption has been reduced multi-fold and the bandwidth has been increased by 102 Hz and the delay is reduced by 50%.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121897157","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727123
Nikhil Angad Bakshi, Raghu Ramachandran
In this paper we propose an Artificial Neural Network (ANN) based controller for a quadrotor UAV. We use an Indirect Model Reference Adaptive Control scheme to show trajectory tracking in the presence of dynamically modeled thrust and drag coefficients. A plant emulator ANN continuously and accurately predicts the next plant output in addition to back propagating to compute the errors in the control inputs. The control inputs are generated based on the state error and its derivative by the controller ANN. Unknown or changing plant parameters are handled effectively in this manner.
{"title":"Indirect model reference adaptive control of quadrotor UAVs using neural networks","authors":"Nikhil Angad Bakshi, Raghu Ramachandran","doi":"10.1109/ISCO.2016.7727123","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727123","url":null,"abstract":"In this paper we propose an Artificial Neural Network (ANN) based controller for a quadrotor UAV. We use an Indirect Model Reference Adaptive Control scheme to show trajectory tracking in the presence of dynamically modeled thrust and drag coefficients. A plant emulator ANN continuously and accurately predicts the next plant output in addition to back propagating to compute the errors in the control inputs. The control inputs are generated based on the state error and its derivative by the controller ANN. Unknown or changing plant parameters are handled effectively in this manner.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116644456","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7726968
M. Bhandari, A. Rathore
PID controller gives satisfactory results up to second order as it is difficult to get desired response quality in third and higher order systems using analytical approach, as the number of zeros provided by PID controller is less than the order of the plant. PIDA (Proportional-Integral-Derivative-Acceleration) controllers are found to be suitable for third and higher order systems. This paper studies the design of PIDA controller using three different approaches i.e. Dorf Approach, Coefficient Diagram Method and Kitti's Method applied to speed control of 3-phase induction motor.
{"title":"Comparative study of design of PIDA controller for induction motor","authors":"M. Bhandari, A. Rathore","doi":"10.1109/ISCO.2016.7726968","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7726968","url":null,"abstract":"PID controller gives satisfactory results up to second order as it is difficult to get desired response quality in third and higher order systems using analytical approach, as the number of zeros provided by PID controller is less than the order of the plant. PIDA (Proportional-Integral-Derivative-Acceleration) controllers are found to be suitable for third and higher order systems. This paper studies the design of PIDA controller using three different approaches i.e. Dorf Approach, Coefficient Diagram Method and Kitti's Method applied to speed control of 3-phase induction motor.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"226 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116378799","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7726992
Song Daozhe, Geng Yunhai, Fang Xiang
When an underactuated spacecraft using two wheels has non-zero total angular momentum, it cannot reach an arbitrary stable state unless it meets some constraint conditions. In this paper, with the constraint on pointing direction of the line-of-sight of the spacecraft, we obtain the stable state that the spacecraft can be reached and give a judging criteria. Then, a nonlinear singular controller is presented. This controller can make the line-of-sight move and be stabilized to the desired point, that is, it can minimize the angle between the line-of-sight and the target axis, and satisfy the conservation of system angular momentum as well. This controller is simple in formation, not sensitive to initial conditions of attitude, and can bring the spacecraft's line-of-sight to desired point without any transient oscillations.
{"title":"Spacecraft line-of-sight nonlinear control using two wheels","authors":"Song Daozhe, Geng Yunhai, Fang Xiang","doi":"10.1109/ISCO.2016.7726992","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7726992","url":null,"abstract":"When an underactuated spacecraft using two wheels has non-zero total angular momentum, it cannot reach an arbitrary stable state unless it meets some constraint conditions. In this paper, with the constraint on pointing direction of the line-of-sight of the spacecraft, we obtain the stable state that the spacecraft can be reached and give a judging criteria. Then, a nonlinear singular controller is presented. This controller can make the line-of-sight move and be stabilized to the desired point, that is, it can minimize the angle between the line-of-sight and the target axis, and satisfy the conservation of system angular momentum as well. This controller is simple in formation, not sensitive to initial conditions of attitude, and can bring the spacecraft's line-of-sight to desired point without any transient oscillations.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114774493","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7726957
M. Thirumarimurugan, N. Bagyalakshmi, P. Paarkavi
Fault Detection and Isolation (FDI) is important in many industries to provide safe operation of a process. To determine the kind, size, location and time of fault, many Fault detection and Identification (FDI) Techniques are proposed. The Characteristic of FDI techniques include robustness, fast detection and isolation of faults. In this paper a comparison of fault diagnosis system based on Artificial Neural Network (ANN), Observer, Fuzzy, Kalman filter is presented. To achieve fault detection and isolation, a set of residuals need to be determined. Residual indicates the state of the system and provide information about the source of possible faults. A comparison of residual generation methods such as observer based residual generation, parity relation, Kalman filter and structural analysis is also presented in this paper.
{"title":"Comparison of fault detection and isolation methods: A review","authors":"M. Thirumarimurugan, N. Bagyalakshmi, P. Paarkavi","doi":"10.1109/ISCO.2016.7726957","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7726957","url":null,"abstract":"Fault Detection and Isolation (FDI) is important in many industries to provide safe operation of a process. To determine the kind, size, location and time of fault, many Fault detection and Identification (FDI) Techniques are proposed. The Characteristic of FDI techniques include robustness, fast detection and isolation of faults. In this paper a comparison of fault diagnosis system based on Artificial Neural Network (ANN), Observer, Fuzzy, Kalman filter is presented. To achieve fault detection and isolation, a set of residuals need to be determined. Residual indicates the state of the system and provide information about the source of possible faults. A comparison of residual generation methods such as observer based residual generation, parity relation, Kalman filter and structural analysis is also presented in this paper.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122032265","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727140
S. Geetharani, M. Soranamageswari
Web search engine provides information for the submitted query of the users, without consideration of user's interests. Personalized Web search is used to consider the user interests for providing the results. Existing research Link-click-concept based ranking (LC2R) algorithm is suggested that extracts a user's conceptual preferences from users' click through data resulted from web search. This preference is used to rank the results in a search engine. But the location effects of the users are taken into consideration. In this manuscript, an innovative technique is introduced called Location-based Ranking Method (LBRM) for Ranking Search Results in the search engine. The users have to search at different locations and acquire different search results. This method consists of three phases: Similarity identification, Computation of frequent-access pattern and Weighted score computation. In the similarity identification phase, the location and page similarity is identified by computing similarity among the locations and retrieval pages. In the computation of frequent-access pattern, find all the frequent-retrieval of the web pages by computing the support value. The Pattern consists of Query, Location of the user and retrieved pages. Weighted score computation phase computes the weighted score for the patterns and rank the results based on the highest score. An experimental result shows that the proposed method achieves high efficiency in terms of precision and recall.
Web搜索引擎为用户提交的查询提供信息，而不考虑用户的兴趣。个性化Web搜索用于考虑提供结果的用户兴趣。现有研究提出了基于链接点击概念排序(Link-click-concept based ranking, LC2R)算法，该算法通过网络搜索得到的用户点击数据提取用户的概念偏好。此首选项用于在搜索引擎中对结果进行排序。但是考虑了用户的位置效应。本文介绍了一种在搜索引擎中对搜索结果进行排名的基于位置的排名方法(LBRM)。用户必须在不同的位置进行搜索，获得不同的搜索结果。该方法包括三个阶段:相似度识别、频率访问模式计算和加权分数计算。在相似度识别阶段，通过计算位置和检索页面之间的相似度来识别位置和页面的相似度。在频率访问模式的计算中，通过计算支持度值找到所有网页的频率检索。模式由查询、用户位置和检索页面组成。加权分数计算阶段计算模式的加权分数，并根据最高分数对结果进行排序。实验结果表明，该方法在查准率和查全率方面都达到了较高的效率。
{"title":"Location-based Ranking Method (LBRM) for ranking search results in search engines","authors":"S. Geetharani, M. Soranamageswari","doi":"10.1109/ISCO.2016.7727140","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727140","url":null,"abstract":"Web search engine provides information for the submitted query of the users, without consideration of user's interests. Personalized Web search is used to consider the user interests for providing the results. Existing research Link-click-concept based ranking (LC2R) algorithm is suggested that extracts a user's conceptual preferences from users' click through data resulted from web search. This preference is used to rank the results in a search engine. But the location effects of the users are taken into consideration. In this manuscript, an innovative technique is introduced called Location-based Ranking Method (LBRM) for Ranking Search Results in the search engine. The users have to search at different locations and acquire different search results. This method consists of three phases: Similarity identification, Computation of frequent-access pattern and Weighted score computation. In the similarity identification phase, the location and page similarity is identified by computing similarity among the locations and retrieval pages. In the computation of frequent-access pattern, find all the frequent-retrieval of the web pages by computing the support value. The Pattern consists of Query, Location of the user and retrieved pages. Weighted score computation phase computes the weighted score for the patterns and rank the results based on the highest score. An experimental result shows that the proposed method achieves high efficiency in terms of precision and recall.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125343674","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 : 1900-01-01DOI: 10.1109/ISCO.2016.7727005
M. Mane, M. K. Namboothiripad
Use of power electronic devices creates the power quality issues by generating harmonics and reactive power in the utility system. Active power filter is one of the best solution to reduce the harmonics level in the system. In this paper single phase shunt active filter using sliding mode control is implemented in MATLAB/Simulink. Sliding mode controller acts as a current controller to control filter inductor current by providing harmonics and reactive current required by the load. The switching signals to the shunt active power filter is generated based on the sliding surface and the source voltage. PI controller is used to control DC link voltage of active power filter along with generation of reference source current. Performance of proposed shunt active filter is analyzed under nonlinear and combined non-linear and linear load. It is observed that shunt active power filter improves the total harmonic distortion (THD) and power factor under variable load condition.
{"title":"Current harmonics reduction using sliding mode control based shunt active power filter","authors":"M. Mane, M. K. Namboothiripad","doi":"10.1109/ISCO.2016.7727005","DOIUrl":"https://doi.org/10.1109/ISCO.2016.7727005","url":null,"abstract":"Use of power electronic devices creates the power quality issues by generating harmonics and reactive power in the utility system. Active power filter is one of the best solution to reduce the harmonics level in the system. In this paper single phase shunt active filter using sliding mode control is implemented in MATLAB/Simulink. Sliding mode controller acts as a current controller to control filter inductor current by providing harmonics and reactive current required by the load. The switching signals to the shunt active power filter is generated based on the sliding surface and the source voltage. PI controller is used to control DC link voltage of active power filter along with generation of reference source current. Performance of proposed shunt active filter is analyzed under nonlinear and combined non-linear and linear load. It is observed that shunt active power filter improves the total harmonic distortion (THD) and power factor under variable load condition.","PeriodicalId":320699,"journal":{"name":"2016 10th International Conference on Intelligent Systems and Control (ISCO)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128577874","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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