Joel Perez Padron, Jose Paz Perez Padron, Angel Flores Hernandez, Santiago Arroyo
This paper presents an application of a time-delay neural networks to chaos synchronization. The two main methodologies, on which the approach is based, are time-delay recurrent neural networks and inverse optimal control for nonlinear systems. The problem of trajectory tracking is studied, based on the Lyapunov-Krasovskii and Lur'e theory, that achieves the global asymptotic stability of the tracking error between a delayed recurrent neural network and a reference function is obtained. The method is illustrated for the synchronization, the analytic results we present a trajectory tracking simulation of a time-delay dynamical network and the Chua's circuits.
{"title":"Master-Slave Synchronization for Trajectory Tracking Error Using Time-Delay Recurrent Neural Networks via Krasovskii-Lur’e Functional for Chua’s Circuit","authors":"Joel Perez Padron, Jose Paz Perez Padron, Angel Flores Hernandez, Santiago Arroyo","doi":"10.1109/ICMEAE.2016.017","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.017","url":null,"abstract":"This paper presents an application of a time-delay neural networks to chaos synchronization. The two main methodologies, on which the approach is based, are time-delay recurrent neural networks and inverse optimal control for nonlinear systems. The problem of trajectory tracking is studied, based on the Lyapunov-Krasovskii and Lur'e theory, that achieves the global asymptotic stability of the tracking error between a delayed recurrent neural network and a reference function is obtained. The method is illustrated for the synchronization, the analytic results we present a trajectory tracking simulation of a time-delay dynamical network and the Chua's circuits.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129905710","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}
H. Sossa, Ángel Carreón, Raul Santiago, A. Petrilli-Barceló
In this communication we explain how a Support Vector Machine (SVM) can be applied to compute the Euler number or Genus of a 2-D binary image. By taking into account the results provided by a mathematical formulation that is known producing exact results we derive two specialized SVM-based architectures, one useful for the 4-connected case and one useful for the 8-connected case. We validate the applicability of both architectures with two sets of images and compare their performance in terms of processing times with several standard methods reported in literature.
{"title":"Support Vector Machines Applied to 2-D Binary Image Euler Number Computation","authors":"H. Sossa, Ángel Carreón, Raul Santiago, A. Petrilli-Barceló","doi":"10.1109/ICMEAE.2016.010","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.010","url":null,"abstract":"In this communication we explain how a Support Vector Machine (SVM) can be applied to compute the Euler number or Genus of a 2-D binary image. By taking into account the results provided by a mathematical formulation that is known producing exact results we derive two specialized SVM-based architectures, one useful for the 4-connected case and one useful for the 8-connected case. We validate the applicability of both architectures with two sets of images and compare their performance in terms of processing times with several standard methods reported in literature.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120939188","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}
Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov
It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.
{"title":"Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Markovian Processes","authors":"Hermilo Victorio-Meza, M. Mejía-Lavalle, Alicia Martínez Rebollar, Joaquín Pérez Ortega, Obdulia Pichardo Lagunas, G. Sidorov","doi":"10.1109/ICMEAE.2016.018","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.018","url":null,"abstract":"It is modeled diagnosis and treatment for cerebrovascular diseases by partially observable Markov decision processes. It is desired that this model will be helpful for physicians without adequate experience for the treatment of such diseases. Patients with cerebrovascular diseases need immediate treatment to prevent disability from irreversible neuronal damage or even death. Information used in this type of modeling comes exclusively from neuroimaging. Our starting results encourage us to continuing this research.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121403857","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}
Mirna Maricela Martinez Flores, Santos MENDEZ DIAZ, M. A. Alcorta Garcia, N. Villarreal, Facundo Cortés Martínez, Simon Martinez Martinez, Arturomorales Fuentes, Luis Gerardo Garza Garza
The climatic chambers are enclosures that provide a desired climate regardless of the outside environment. They are frequently used in research and industry, durability testing of materials, devices or appliances. FIME-UANL developed a climatic chamber, it is located in the climate-controlled laboratory. This climatic chamber has the facility of electronic expansion valve (EEV), electronic hot gas valve bypass (EHGB), pressure regulating valve (EPR). The goal of this work is to develop and implement control algorithms, that to improve the performance of the cooling system of the climatic chamber without compromising its performance in terms of accuracy and stability. In addition to assessing the energy performance through the pressure ratio due to the use of control strategies in the cooling system of the climatic chamber using cooling system COP and pressure ratio as a comparator.
{"title":"Implementation of Control Algorithms in a Climatic Chamber","authors":"Mirna Maricela Martinez Flores, Santos MENDEZ DIAZ, M. A. Alcorta Garcia, N. Villarreal, Facundo Cortés Martínez, Simon Martinez Martinez, Arturomorales Fuentes, Luis Gerardo Garza Garza","doi":"10.1109/ICMEAE.2016.028","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.028","url":null,"abstract":"The climatic chambers are enclosures that provide a desired climate regardless of the outside environment. They are frequently used in research and industry, durability testing of materials, devices or appliances. FIME-UANL developed a climatic chamber, it is located in the climate-controlled laboratory. This climatic chamber has the facility of electronic expansion valve (EEV), electronic hot gas valve bypass (EHGB), pressure regulating valve (EPR). The goal of this work is to develop and implement control algorithms, that to improve the performance of the cooling system of the climatic chamber without compromising its performance in terms of accuracy and stability. In addition to assessing the energy performance through the pressure ratio due to the use of control strategies in the cooling system of the climatic chamber using cooling system COP and pressure ratio as a comparator.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127101888","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}
S. A. Juarez-Cazares, A. Meléndez-Cano, J. R. Cárdenas-Valdez, J. A. Galaviz-Aguilar, C. E. Vázquez-López, P. Roblin, J. Nuñez-Perez
This paper presents the design methodology of a complete digital pre-distortion system that enables the power amplifier linearization. This system employs the memory polynomial model for its realization. The performance of the linearization is validated by using an LTE carrier signal in the band of 10 MHz. This integrated solution is capable of linearizing any real power amplifier from measurements of AM/AM and AM/PM conversion curves. Furthermore, this development test bed is able to predict the behavior and facilitates the design analysis of a pre-distorter. The experimental results are implemented employing a DSP-FPGA by using DSP Builder tool to obtain the VHDL hardware description. The proposed model shows a spurious-free dynamic range of 50 dBm and an adjacent channel power ratio reduction of 25 dBc for the NXP 10W power amplifier.
{"title":"FPGA-Based Modeling and Design Methodology of a Digital Pre-distortion System for Power Amplifier Linearization","authors":"S. A. Juarez-Cazares, A. Meléndez-Cano, J. R. Cárdenas-Valdez, J. A. Galaviz-Aguilar, C. E. Vázquez-López, P. Roblin, J. Nuñez-Perez","doi":"10.1109/ICMEAE.2016.029","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.029","url":null,"abstract":"This paper presents the design methodology of a complete digital pre-distortion system that enables the power amplifier linearization. This system employs the memory polynomial model for its realization. The performance of the linearization is validated by using an LTE carrier signal in the band of 10 MHz. This integrated solution is capable of linearizing any real power amplifier from measurements of AM/AM and AM/PM conversion curves. Furthermore, this development test bed is able to predict the behavior and facilitates the design analysis of a pre-distorter. The experimental results are implemented employing a DSP-FPGA by using DSP Builder tool to obtain the VHDL hardware description. The proposed model shows a spurious-free dynamic range of 50 dBm and an adjacent channel power ratio reduction of 25 dBc for the NXP 10W power amplifier.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127044258","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}
Víctor Hugo García-Rodríguez, R. Silva-Ortigoza, Eduardo Hernández-Márquez, José Rafael García-Sánchez, M. Ponce-Silva, G. Saldaña-González
In this paper the new topology DC/DC Boost power converter-inverter-DC motor that allows bidirectional rotation of the motor shaft is presented. In this direction, the system mathematical model is developed considering its different operation modes. Afterwards, the model validation is performed via numerical simulations by using Matlab-Simulink.
{"title":"A DC Motor Driven by a DC/DC Boost Converter-Inverter: Modeling and Simulation","authors":"Víctor Hugo García-Rodríguez, R. Silva-Ortigoza, Eduardo Hernández-Márquez, José Rafael García-Sánchez, M. Ponce-Silva, G. Saldaña-González","doi":"10.1109/ICMEAE.2016.023","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.023","url":null,"abstract":"In this paper the new topology DC/DC Boost power converter-inverter-DC motor that allows bidirectional rotation of the motor shaft is presented. In this direction, the system mathematical model is developed considering its different operation modes. Afterwards, the model validation is performed via numerical simulations by using Matlab-Simulink.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124041932","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}
D. Perdomo, Angel Juan Sanchez Garcia, Juan Carlos Peréz Arriaga, Homero Vladimir Rios Figueroa
Currently, many applications require following objects through a sequence of images. Typically, the motion is estimated by calculating the optical flow on monochrome images because it involves fewer computational cost. However, sometimes the intensity of the pixels may not be sufficient to successfully achieve the objective of identifying moving objects. In this paper, it is proposed to use models of color, as RGB and HSV, for motion estimation method using the Lucas and Kanade method of calculation of optical flow, to improve motion estimation. As part of our contribution, it is also proposed a metric to measure the goodness of the results in order to evaluate the reliability and accuracy of optical flow calculation in each method. Finally three scenarios with different characteristics are presented to evaluate the results under different conditions.
{"title":"Calculation of Optical Flow Using Color Models to Improve the Accuracy of the Identification of Objects in Motion","authors":"D. Perdomo, Angel Juan Sanchez Garcia, Juan Carlos Peréz Arriaga, Homero Vladimir Rios Figueroa","doi":"10.1109/ICMEAE.2016.011","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.011","url":null,"abstract":"Currently, many applications require following objects through a sequence of images. Typically, the motion is estimated by calculating the optical flow on monochrome images because it involves fewer computational cost. However, sometimes the intensity of the pixels may not be sufficient to successfully achieve the objective of identifying moving objects. In this paper, it is proposed to use models of color, as RGB and HSV, for motion estimation method using the Lucas and Kanade method of calculation of optical flow, to improve motion estimation. As part of our contribution, it is also proposed a metric to measure the goodness of the results in order to evaluate the reliability and accuracy of optical flow calculation in each method. Finally three scenarios with different characteristics are presented to evaluate the results under different conditions.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127028466","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}
A. Castañeda-Miranda, J. A. Pescador-Rojas, K. Alemán-Ayala, V. Castaño-Meneses
In this paper, a calibrated using a mathematical model for Radiometry Photothermal technique Infrared, considering their use in biomedical applications instrument, experimental technique consists of a medium-power laser, which develops switches by an electro-optical modulator, subsequently incident on the sample, the radiation is collected and focused onto an infrared detector, the signal of interest on the sample is obtained by using a look-in amplifier, thereby obtaining the amplitude and phase of the modulated signal, data are collected in a database by an embedded system using serial communication. The data is analyzed to determine sample parameters in Ag nanoparticles of 10 to 30 nm. on diameter average were obtained by chemical reduction of AgNO3, the solution containing 0.025 μm. Silver nitrate in 250 mL of deionized water was heated to 100°C and stirred mechanically. A citrate solution of 1, 0.5, 0.25, 0.125 and 0.062 % in water was added.
{"title":"An Innovative Embedded Radiometry System for Biomedical Applications: Case Mathematical Model for Measuring Thermal Properties","authors":"A. Castañeda-Miranda, J. A. Pescador-Rojas, K. Alemán-Ayala, V. Castaño-Meneses","doi":"10.1109/ICMEAE.2016.016","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.016","url":null,"abstract":"In this paper, a calibrated using a mathematical model for Radiometry Photothermal technique Infrared, considering their use in biomedical applications instrument, experimental technique consists of a medium-power laser, which develops switches by an electro-optical modulator, subsequently incident on the sample, the radiation is collected and focused onto an infrared detector, the signal of interest on the sample is obtained by using a look-in amplifier, thereby obtaining the amplitude and phase of the modulated signal, data are collected in a database by an embedded system using serial communication. The data is analyzed to determine sample parameters in Ag nanoparticles of 10 to 30 nm. on diameter average were obtained by chemical reduction of AgNO3, the solution containing 0.025 μm. Silver nitrate in 250 mL of deionized water was heated to 100°C and stirred mechanically. A citrate solution of 1, 0.5, 0.25, 0.125 and 0.062 % in water was added.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130777806","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 discusses possible communications requirements that emerge from the necessity to connect Internet of Things (IoT) devices, and explores the possible utilization of the 30 to 90 GHz spectrum band(the lower EHF band) to establish Wireless Device Area Networks (WDAN) between all the devices that are close by. While the lower EHF band has already been set as the cannel to create Wireless Personal Area Networks (WPAN), the band is not being used widely for such purpose, nor have the corresponding standards been updated to the latest technology trends. The EHF band is a very valuable portion of the spectrum that is not being exploited at its best potential, and surely could be considered as an alternative to provide emerging IoT devices with an exclusive channel to establish their own, device to device, direct communications.
{"title":"Possible Application of the 30 to 60 GHz Spectrum Band to Implement IoT Wireless Device Area Networks (WDAN)","authors":"A. Salcedo, Francisco Villa","doi":"10.1109/ICMEAE.2016.031","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.031","url":null,"abstract":"This paper discusses possible communications requirements that emerge from the necessity to connect Internet of Things (IoT) devices, and explores the possible utilization of the 30 to 90 GHz spectrum band(the lower EHF band) to establish Wireless Device Area Networks (WDAN) between all the devices that are close by. While the lower EHF band has already been set as the cannel to create Wireless Personal Area Networks (WPAN), the band is not being used widely for such purpose, nor have the corresponding standards been updated to the latest technology trends. The EHF band is a very valuable portion of the spectrum that is not being exploited at its best potential, and surely could be considered as an alternative to provide emerging IoT devices with an exclusive channel to establish their own, device to device, direct communications.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125281781","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}
A. Meléndez-Cano, S. A. Juarez-Cazares, J. A. Galaviz-Aguilar, J. R. Cárdenas-Valdez, M. J. García-Ortega, A. Calvillo-Téllez, P. Roblin, J. Nuñez-Perez
This paper aims on three different behavioral models with memory for radio frequency power amplifiers. These models are based on the principle of Volterra series, which were simulated in the Matlab-Simulink environment and implemented on a DSP-FPGA Altera Stratix III board. The MPM, Hammerstein and Wiener models were compared based on the distortion curves AM-AM and AM-PM of a RF-PA 10W through different levels of nonlinearity and memory depth. The results show the metric NMSE in the range of -30 dB for the three models of a NXP 10W GaN HEMT @ 3.0 GHz PA demonstrating its high accuracy during the FPGA implementation.
本文针对射频功率放大器的三种不同的带记忆行为模型进行了研究。这些模型基于Volterra系列的原理，在Matlab-Simulink环境下进行了仿真，并在DSP-FPGA Altera Stratix III板上实现。基于RF-PA 10W的AM-AM和AM-PM失真曲线，通过不同程度的非线性和记忆深度对MPM、Hammerstein和Wiener模型进行了比较。结果表明，三种型号的NXP 10W GaN HEMT @ 3.0 GHz PA的度量NMSE在-30 dB范围内，表明其在FPGA实现期间具有很高的精度。
{"title":"Behavioral Modeling for Power Amplifiers Comparing MPM, Wiener and Hammerstein with FPGA-Based Implementation","authors":"A. Meléndez-Cano, S. A. Juarez-Cazares, J. A. Galaviz-Aguilar, J. R. Cárdenas-Valdez, M. J. García-Ortega, A. Calvillo-Téllez, P. Roblin, J. Nuñez-Perez","doi":"10.1109/ICMEAE.2016.030","DOIUrl":"https://doi.org/10.1109/ICMEAE.2016.030","url":null,"abstract":"This paper aims on three different behavioral models with memory for radio frequency power amplifiers. These models are based on the principle of Volterra series, which were simulated in the Matlab-Simulink environment and implemented on a DSP-FPGA Altera Stratix III board. The MPM, Hammerstein and Wiener models were compared based on the distortion curves AM-AM and AM-PM of a RF-PA 10W through different levels of nonlinearity and memory depth. The results show the metric NMSE in the range of -30 dB for the three models of a NXP 10W GaN HEMT @ 3.0 GHz PA demonstrating its high accuracy during the FPGA implementation.","PeriodicalId":273081,"journal":{"name":"2016 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131797452","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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