Pub Date : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878740
S. Jayamoorthy, A. Aravindhan, V. Hariharan, B. Pandhalarajan
Our main idea is to predict that the energy consumption and optimization of solar car. The solar car contains photovoltaic cells (PV).It generates current based on heat generated on solar car. It analyses based on heat shows the power consumption and predicts that how much distance the solar car can travel. Each individual driver has having own driving patterns and characteristics. For example if a driver drives at a certain speed and applies a sudden break, our project predicts that how much distance he can travel at the speed and how much amount the electricity is wasted. There are three data characteristics affecting driver’s pattern. The factors that might affect the power consumption are weather condition, road characteristics, driving characteristics. With the above said characteristics, we can predict that how much driver can drive for a distance. The most determinants of energy efficiency found to be driving patterns, variations in driving, temperature. And the data inputted with the help of Tensor flow. The user will input the data through the tensor flow and the tensor flow will predict the outcome through the graph of a Numpy. And the numpy will store the output in the database.
{"title":"Predicting smart distance till empty for solar vehicle users","authors":"S. Jayamoorthy, A. Aravindhan, V. Hariharan, B. Pandhalarajan","doi":"10.1109/ICSCAN.2019.8878740","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878740","url":null,"abstract":"Our main idea is to predict that the energy consumption and optimization of solar car. The solar car contains photovoltaic cells (PV).It generates current based on heat generated on solar car. It analyses based on heat shows the power consumption and predicts that how much distance the solar car can travel. Each individual driver has having own driving patterns and characteristics. For example if a driver drives at a certain speed and applies a sudden break, our project predicts that how much distance he can travel at the speed and how much amount the electricity is wasted. There are three data characteristics affecting driver’s pattern. The factors that might affect the power consumption are weather condition, road characteristics, driving characteristics. With the above said characteristics, we can predict that how much driver can drive for a distance. The most determinants of energy efficiency found to be driving patterns, variations in driving, temperature. And the data inputted with the help of Tensor flow. The user will input the data through the tensor flow and the tensor flow will predict the outcome through the graph of a Numpy. And the numpy will store the output in the database.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131178917","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878788
G. Kadiravan, P. Sujatha
In several domains like disaster hit areas, agriculture, military, health care, defense, etc., Mobile Wireless Sensor Networks (MWSNs) have been employed. When the sensor nodes are resource limited, the main attribute which act as a key role in modeling MWSNs protocol are its computational feasibility and energy efficiency. The Sensor nodes distance variation from inter node distances and base station (BS) initially leads to unequivalent energy utilization between the sensor nodes. The utilization of energy differs with period and cause system performance deprivation. LEACH is the primarily clustered depended routing protocol that gives fine solutions, endures from the disadvantages in order to the cluster head (CH) selection that are randomized. With the conventional clustering algorithm, considering severe energy rebalancing, a Particle Swarm Optimization (PSO) based clustering method that examines the fitness function through assuming the two main attributes (distance and energy) is projected in this paper. PSO is a search depended method which is probabilistic method depends on the natural selection principle and evolution. Experimental outcomes verifies that the projected protocol performs well when compared LEACH protocol with better network lifetime.
{"title":"PSO Based Clustering Approach for Mobile Wireless Sensor Network","authors":"G. Kadiravan, P. Sujatha","doi":"10.1109/ICSCAN.2019.8878788","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878788","url":null,"abstract":"In several domains like disaster hit areas, agriculture, military, health care, defense, etc., Mobile Wireless Sensor Networks (MWSNs) have been employed. When the sensor nodes are resource limited, the main attribute which act as a key role in modeling MWSNs protocol are its computational feasibility and energy efficiency. The Sensor nodes distance variation from inter node distances and base station (BS) initially leads to unequivalent energy utilization between the sensor nodes. The utilization of energy differs with period and cause system performance deprivation. LEACH is the primarily clustered depended routing protocol that gives fine solutions, endures from the disadvantages in order to the cluster head (CH) selection that are randomized. With the conventional clustering algorithm, considering severe energy rebalancing, a Particle Swarm Optimization (PSO) based clustering method that examines the fitness function through assuming the two main attributes (distance and energy) is projected in this paper. PSO is a search depended method which is probabilistic method depends on the natural selection principle and evolution. Experimental outcomes verifies that the projected protocol performs well when compared LEACH protocol with better network lifetime.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127928705","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878867
D. N. Mudaliar, N. Modi
Routing problems, scheduling problems, transportation scheduling problems are interesting problems and variants of Permutation problems. The intention of solving these problems is to find a better path (solution) among enormous, feasible, available solutions. The better (or best) solution should provide a cost effective path which would enable a anyone (or device) to travel to all the given cities (location) one and only once and finally return to the starting city(location). Approaches like Brute Force would not work since it is not feasible to calculate cost for all the possible paths (because rise in the number of cities would exponentially increase the number of all possible permutation of cities). Approaches like heuristics can be trusted reasonably as it uses reduced amount of computing power. Heuristic techniques are used because it gives quick and better solution even if it does not guarantee the best solution. In this research work, the authors propose a mutation operator called (m - mutation) that could be applied in genetic algorithm to solve permutation problems. The efficiency of the proposed mutation operator is compared with the efficiency of existing mutation operators in solving the same permutation problem and the results are encouraging.
{"title":"Applying m-Mutation Operator in Genetic Algorithm to Solve Permutation Problems","authors":"D. N. Mudaliar, N. Modi","doi":"10.1109/ICSCAN.2019.8878867","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878867","url":null,"abstract":"Routing problems, scheduling problems, transportation scheduling problems are interesting problems and variants of Permutation problems. The intention of solving these problems is to find a better path (solution) among enormous, feasible, available solutions. The better (or best) solution should provide a cost effective path which would enable a anyone (or device) to travel to all the given cities (location) one and only once and finally return to the starting city(location). Approaches like Brute Force would not work since it is not feasible to calculate cost for all the possible paths (because rise in the number of cities would exponentially increase the number of all possible permutation of cities). Approaches like heuristics can be trusted reasonably as it uses reduced amount of computing power. Heuristic techniques are used because it gives quick and better solution even if it does not guarantee the best solution. In this research work, the authors propose a mutation operator called (m - mutation) that could be applied in genetic algorithm to solve permutation problems. The efficiency of the proposed mutation operator is compared with the efficiency of existing mutation operators in solving the same permutation problem and the results are encouraging.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133764037","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878829
S. Sivagnanam, E. Gnanamanoharan, P. Kailasapathi
In this work, Multislot rectangular Microstrip patch antenna with Defected ground structure (DGS) for Ultra Wide Band (UWB) wireless applications has been proposed. The antenna with patch dimensions 14.5 x 15mm2 in FR-4 substrate with 50 ohm feed line is presented. The proposed antenna is designed to have rectangular patch with a circular slot at each corner and Multislot DGS plane. The high frequency structure simulator (HFSS) is used to design and simulate the antennas performance over the different frequency ranges. The simulated bandwidth is 3.5 – 11.7 GHz with Return Loss is ≤ -10dB and VSWR less than 2. From the simulated results, it is clear that the proposed antenna is well suited for UWB applications.
提出了一种用于超宽带(UWB)无线应用的带缺陷接地结构(DGS)的多槽矩形微带贴片天线。提出了一种贴片尺寸为14.5 x 15mm2、馈线为50欧姆的FR-4基板天线。所提出的天线设计为矩形贴片，每个角上有一个圆槽和多槽DGS平面。高频结构模拟器(HFSS)用于设计和模拟天线在不同频率范围内的性能。仿真带宽为3.5 ~ 11.7 GHz，回波损耗≤- 10db，驻波比小于2。仿真结果表明，该天线非常适合超宽带应用。
{"title":"Multislot Rectangular Patch antenna with Defected Ground Structure for UWB Wireless Applications","authors":"S. Sivagnanam, E. Gnanamanoharan, P. Kailasapathi","doi":"10.1109/ICSCAN.2019.8878829","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878829","url":null,"abstract":"In this work, Multislot rectangular Microstrip patch antenna with Defected ground structure (DGS) for Ultra Wide Band (UWB) wireless applications has been proposed. The antenna with patch dimensions 14.5 x 15mm2 in FR-4 substrate with 50 ohm feed line is presented. The proposed antenna is designed to have rectangular patch with a circular slot at each corner and Multislot DGS plane. The high frequency structure simulator (HFSS) is used to design and simulate the antennas performance over the different frequency ranges. The simulated bandwidth is 3.5 – 11.7 GHz with Return Loss is ≤ -10dB and VSWR less than 2. From the simulated results, it is clear that the proposed antenna is well suited for UWB applications.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133382339","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878729
S. Naresh, R. Arunkumar, I. Suriya, T. Vinodh, B. Radjaram
We know that the needs of many people with disabilities can be overcome with power wheelchair, but some portion of this community is finding it difficult to operate power wheelchair. Though we have evolved in the field of health care and technology, but we are still not good enough to solve difficulties of this sector of population. This project is related to an arduino controlled wheel chair along with an alternative use of manual joystick. The main objective of this project is to felicitate and increase the movement of people who are handicapped and the ones who are not able to move freely. Therefore, we are coming up with a design of wheelchair which will be an asset for medical department and to make it more advanced in existing technology and allows the victim to live a free life.
{"title":"Design of Powered Wheelchair for a Differently Abled Person","authors":"S. Naresh, R. Arunkumar, I. Suriya, T. Vinodh, B. Radjaram","doi":"10.1109/ICSCAN.2019.8878729","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878729","url":null,"abstract":"We know that the needs of many people with disabilities can be overcome with power wheelchair, but some portion of this community is finding it difficult to operate power wheelchair. Though we have evolved in the field of health care and technology, but we are still not good enough to solve difficulties of this sector of population. This project is related to an arduino controlled wheel chair along with an alternative use of manual joystick. The main objective of this project is to felicitate and increase the movement of people who are handicapped and the ones who are not able to move freely. Therefore, we are coming up with a design of wheelchair which will be an asset for medical department and to make it more advanced in existing technology and allows the victim to live a free life.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"74 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113988678","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878767
R. Keerthiga, S. Kalpana, M. Gomathi
The cognitive WSN is used to reduce the spectrum unavailability and to increases the energy efficiency by using SWIPT and DSDV protocol. The SWIPT is the energy harvesting method to overcome the spectrum scarcity and Destination Sequence Vector routing protocol is used to reduce the power consumption by reducing the active sensor nodes which is stimulated in network stimulator software is used to increases the energy efficiency. By using this protocol the delay is reduced and it improve the life time of sensor nodes and energy efficiency through NS2 software stimulation.
{"title":"Energy Efficiency in Cognitive Wireless Sensor Network Using DSDV Protocol","authors":"R. Keerthiga, S. Kalpana, M. Gomathi","doi":"10.1109/ICSCAN.2019.8878767","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878767","url":null,"abstract":"The cognitive WSN is used to reduce the spectrum unavailability and to increases the energy efficiency by using SWIPT and DSDV protocol. The SWIPT is the energy harvesting method to overcome the spectrum scarcity and Destination Sequence Vector routing protocol is used to reduce the power consumption by reducing the active sensor nodes which is stimulated in network stimulator software is used to increases the energy efficiency. By using this protocol the delay is reduced and it improve the life time of sensor nodes and energy efficiency through NS2 software stimulation.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"256 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123265826","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878833
M. Suresh, M. Anbarasi, R. Jayasre, C. Shivani, P. Sowmiya
Smart meter data are raw data. The pervasive recognition of smart meters generates an enormous quantity of electricity utilization data to be collected. The huge amount of data generated by smart meters are collected periodically and it will be analyzed for predicting the electricity demand which will be for convenience companies and inhabitants. Now our proposed work is to Forecasting the usage and price of smart meter data analytics using particle swarm optimization and k-means algorithm. The k-means algorithm is using for given best solution for prediction.
{"title":"Smart Meter Data Analytics Using Particle Swarm Optimization","authors":"M. Suresh, M. Anbarasi, R. Jayasre, C. Shivani, P. Sowmiya","doi":"10.1109/ICSCAN.2019.8878833","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878833","url":null,"abstract":"Smart meter data are raw data. The pervasive recognition of smart meters generates an enormous quantity of electricity utilization data to be collected. The huge amount of data generated by smart meters are collected periodically and it will be analyzed for predicting the electricity demand which will be for convenience companies and inhabitants. Now our proposed work is to Forecasting the usage and price of smart meter data analytics using particle swarm optimization and k-means algorithm. The k-means algorithm is using for given best solution for prediction.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123478633","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878787
K. Revanth, N. M. Raja
The Sign Language is a communication method for the deaf and dumb people. Problem arises when a dumb person is trying to communicate with a blind person. This paper proposes a method that provides a basis for the development of Sign Language Recognition system, using Support Vector Machine, where the signs presented by the dumb person will be converted into an observable format for a blind person.
{"title":"Comprehensive SVM based Indian Sign Language Recognition","authors":"K. Revanth, N. M. Raja","doi":"10.1109/ICSCAN.2019.8878787","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878787","url":null,"abstract":"The Sign Language is a communication method for the deaf and dumb people. Problem arises when a dumb person is trying to communicate with a blind person. This paper proposes a method that provides a basis for the development of Sign Language Recognition system, using Support Vector Machine, where the signs presented by the dumb person will be converted into an observable format for a blind person.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123717835","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878868
D. Mohanapriya, R. Reshma, D. Priyadharshini, Swathi Vinod
Smart meters have been came into existence during earliest and started using in various countries. There are lot of argument for the values of smart meters. The smart meter will collect the information of electricity consumed by each and every devices in smart homes. It will help to identify the amount of electricity used by the devices in smart homes and pass it to the sensor which sense it and produce a valuable output. The output thus obtained has been passed to the consumer for the awareness of the particular usage of electricity in devices. Valued storage of electricity will be helpful in comparing the rate of usage of the previous month. By providing an awareness to the user through this smart metering will help the future to save and use electricity in an efficient manner.
{"title":"IoT Based Automation of Electricity Consumption in Smarthomes","authors":"D. Mohanapriya, R. Reshma, D. Priyadharshini, Swathi Vinod","doi":"10.1109/ICSCAN.2019.8878868","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878868","url":null,"abstract":"Smart meters have been came into existence during earliest and started using in various countries. There are lot of argument for the values of smart meters. The smart meter will collect the information of electricity consumed by each and every devices in smart homes. It will help to identify the amount of electricity used by the devices in smart homes and pass it to the sensor which sense it and produce a valuable output. The output thus obtained has been passed to the consumer for the awareness of the particular usage of electricity in devices. Valued storage of electricity will be helpful in comparing the rate of usage of the previous month. By providing an awareness to the user through this smart metering will help the future to save and use electricity in an efficient manner.","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121049743","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 : 2019-03-01DOI: 10.1109/ICSCAN.2019.8878738
V. Shruthi, B. Subhiksha, S. Hariniperiyanayagi
in product production statement about a possible future event is a major process that has to be done in order to improve organization good thing received as well as to satisfy customer needs. Our project idea is to develop Manon-demand statement about a possible future event software that is based on “information-giving numbers”, where analysis is done on the current product sale with past sale history and describe a possible future event on product demands. There are different ways of doing things that are been involved in describing a possible future event on new product demand, but they have some limits. Those limits can be overcome by using Manon. The main scope of our project is to record and guess a number the average sale of the products. Our most important goal is to describe a possible future event in the future sale of the product. By our project, we are bringing across that is it very useful for the organization to produce products based on the statement about a possible future event made as well as the customer’s needs can be satisfied
{"title":"Manon-An Insightful Approach to Insistence Indicator by Using Data Analytics","authors":"V. Shruthi, B. Subhiksha, S. Hariniperiyanayagi","doi":"10.1109/ICSCAN.2019.8878738","DOIUrl":"https://doi.org/10.1109/ICSCAN.2019.8878738","url":null,"abstract":"in product production statement about a possible future event is a major process that has to be done in order to improve organization good thing received as well as to satisfy customer needs. Our project idea is to develop Manon-demand statement about a possible future event software that is based on “information-giving numbers”, where analysis is done on the current product sale with past sale history and describe a possible future event on product demands. There are different ways of doing things that are been involved in describing a possible future event on new product demand, but they have some limits. Those limits can be overcome by using Manon. The main scope of our project is to record and guess a number the average sale of the products. Our most important goal is to describe a possible future event in the future sale of the product. By our project, we are bringing across that is it very useful for the organization to produce products based on the statement about a possible future event made as well as the customer’s needs can be satisfied","PeriodicalId":363880,"journal":{"name":"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129611424","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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