The International Journal of Advanced Smart Convergence最新文献_第7页

The Improved Efficiency Network Life-time in TEEN 改进的青少年效率网络寿命

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.59

Woosuk Lee, S. Lee, Jong-Yong Lee

{"title":"The Improved Efficiency Network Life-time in TEEN","authors":"Woosuk Lee, S. Lee, Jong-Yong Lee","doi":"10.7236/IJASC.2016.5.1.59","DOIUrl":"https://doi.org/10.7236/IJASC.2016.5.1.59","url":null,"abstract":"Abstract In this paper, we’re compared network protocol which is network lifetime longer when using LEACH Protocol, SEP, and TEEN in a heterogeneous Wireless Sensor Network with a Large Sensor Area. Also, we propose a method of divided layer the wide-area sensor filed and transmitting a multi-hop to improve the network lifetime. And we’re compared network protocol which is network lifetime more improved apply the proposed method to LEACH Protocol, SEP, and TEEN. We tried to compare results, TEEN showed the best network lifetime. Apply the proposed method to divided the sensor field, L-TEEN (Layered TEEN)’s network lifetime rates of improvement is highest. Keywords: WSN, BSN, WBAN, LEACH, SEP, TEEN, L-LEACH, L-SEP, L-TEEN 1. Introduction Wireless Sensor Network [1, 2, 6] is a network of Sensor Nodes which are consisting of Wireless. One of those utilizing wireless sensor network is a BSN. There are Homogeneous Network and Heterogeneous Network of the Wireless Sensor Network Type. Homogeneous Network is the same amount of energy of all nodes. Heterogeneous Network is nodes have different amounts of energy. According to the characteristics of the Wireless Sensor Network, it has been focused the study of the network lifetime. Various Protocols have been proposed to solve the problem of the network lifetime. It is to take advantage of the Wireless Sensor Network Protocol can improve the energy efficiency during the communication between the wireless device configured BSN. The typical protocol is LEACH Protocol, and continuously to improve and extend the LEACH Protocol. In addition, SEP and TEEN is proposed based on the concept of LEACH Protocol. LEACH Protocol is equally the energy consumption of sensor nodes selected by the Cluster Head random method. But LEACH Protocol does not guarantee to create ideal cluster. SEP is basically a Heterogeneous Network based Protocol and operations similar to LEACH Protocol, but the Normal Node and Advanced Node gives the threshold formula with a different Weighting factor. TEEN also operations similar to","PeriodicalId":297506,"journal":{"name":"The International Journal of Advanced Smart Convergence","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128405953","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}

引用次数: 1

Performance Comparison of Decision Trees of J48 and Reduced-Error Pruning J48决策树与减错剪枝的性能比较

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.30

Hoon Jin, Yong-Gyu Jung

{"title":"Performance Comparison of Decision Trees of J48 and Reduced-Error Pruning","authors":"Hoon Jin, Yong-Gyu Jung","doi":"10.7236/IJASC.2016.5.1.30","DOIUrl":"https://doi.org/10.7236/IJASC.2016.5.1.30","url":null,"abstract":"With the advent of big data, data mining is more increasingly utilized in various decision-making fields by extracting hidden and meaningful information from large amounts of data. Even as exponential increase of the request of unrevealing the hidden meaning behind data, it becomes more and more important to decide to select which data mining algorithm and how to use it. There are several mainly used data mining algorithms in biology and clinics highlighted; Logistic regression, Neural networks, Supportvector machine, and variety of statistical techniques. In this paper it is attempted to compare the classification performance of an exemplary algorithm J48 and REPTree of ML algorithms. It is confirmed that more accurate classification algorithm is provided by the performance comparison results. More accurate prediction is possible with the algorithm for the goal of experiment. Based on this, it is expected to be relatively difficult visually detailed classification and distinction. program or a training learning act to optimize the parameters of the model. The learned model can predict the results from the new data have never met in the learning process. In this paper, we compare the performance of the algorithm proceeds separation is made based on the ML. Machine learning is used to predict the","PeriodicalId":297506,"journal":{"name":"The International Journal of Advanced Smart Convergence","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133511480","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}

引用次数: 1

Big data Analysis using Python in Agriculture Forestry and Fisheries 在农林渔业中使用Python进行大数据分析

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.47

So Hee Kim, M. Kang, Y. Jung

引用次数: 8

The Comparison of Performance Hierarchical Routing Protocols in Wide Area Sensor Field 广域传感器领域性能层次路由协议的比较

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.8

S. Park, Kyedong Jung, Jong-Yong Lee

引用次数: 0

A study of keep the Secret information of Random Sized Images from using Indestructible Security 随机大小图像保密的不可破坏安全性研究

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.23

Seon-Mi Woo, Malrey Lee, HyangRan Lee

引用次数: 0

A Study of Cluster Head Election of TEEN applying the Fuzzy Inference System 应用模糊推理系统研究青少年簇首选择

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.66

Young-Il Song, Kyedong Jung, S. Lee, Jong-Yong Lee

引用次数: 3

Map Reduce-based P2P DBaaS Hub system 基于Map reduce的P2P DBaaS Hub系统

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.16

Yean-Woo Jung, Jong-Yong Lee, Kyedong Jung

引用次数: 0

Research on Policy regarding Education and Certification for Smart IT Sector in the Software-Oriented Society 软件社会下智能IT行业教育与认证政策研究

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.51

Young-Hyun Chang

引用次数: 0

The Design of mBodyCloud System for Sensor Information Monitoring in the Mobile Cloud Environment 移动云环境下传感器信息监测mBodyCloud系统的设计

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.1

Sungbin Park, Seok-Jae Moon, Jong-Yong Lee, Kyedong Jung

{"title":"The Design of mBodyCloud System for Sensor Information Monitoring in the Mobile Cloud Environment","authors":"Sungbin Park, Seok-Jae Moon, Jong-Yong Lee, Kyedong Jung","doi":"10.7236/IJASC.2016.5.1.1","DOIUrl":"https://doi.org/10.7236/IJASC.2016.5.1.1","url":null,"abstract":"Recently, introduced a cloud computing technology to the IT industry, smart phones, it has become possible connection between mobility terminal such as a tablet PC. For dissemination and popularization of movable wireless terminal, the same operation have focused on a viable mobile cloud in various terminal. Also, it evolved Wireless Sensor Network(WSN) technology, utilizing a Body Sensor Network(BSN), which research is underway to build large Ubiquitous Sensor Network(USN). BSN is based on large-scale sensor networks, it integrates the state information of the patient's body, it has been the need to build a managed system. Also, by transferring the acquired sensor information to HIS(Hospital Information System), there is a need to frequently monitor the condition of the patient. Therefore, In this paper, possible sensor information exchange between terminals in a mobile cloud environment, by integrating the data obtained by the body sensor HIS and interoperable data DBaaS (DataBase as a Service) it will provide a base of mBodyCloud System. Therefore, to provide an integrated protocol to include the sensor data to a standard HL7(Health Level7) medical information data.","PeriodicalId":297506,"journal":{"name":"The International Journal of Advanced Smart Convergence","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129103775","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}

引用次数: 0

Adaptive Time Delay Compensation Process in Networked Control System 网络控制系统中的自适应时滞补偿过程

The International Journal of Advanced Smart Convergence Pub Date : 2016-03-31 DOI: 10.7236/IJASC.2016.5.1.34

Yong-Gil Kim, Kyung-Il Moon

{"title":"Adaptive Time Delay Compensation Process in Networked Control System","authors":"Yong-Gil Kim, Kyung-Il Moon","doi":"10.7236/IJASC.2016.5.1.34","DOIUrl":"https://doi.org/10.7236/IJASC.2016.5.1.34","url":null,"abstract":"Networked Control System (NCS) has evolved in the past decade through the advances in communication technology. The problems involved in NCS are broadly classified into two categories namely network issues due to network and control performance due to system network. The network problems are related to bandwidth allocation, scheduling and network security, and the control problems deal with stability analysis and delay compensation. Various delays with variable length occur due to sharing a common network medium. Though most delays are very less and mostly neglected, the network induced delay is significant. It occurs when sensors, actuators, and controllers exchange data packet across the communication network. Networked induced delay arises from sensor to controller and controller to actuator. This paper presents an adaptive delay compensation process for efficient control. Though Smith predictor has been commonly used as dead time compensators, it is not adaptive to match with the stochastic behavior of network characteristics. Time delay adaptive compensation gives an effective control to solve dead time, and creates a virtual environment using the plant model and computed delay which is used to compensate the effect of delay. This approach is simulated using TrueTime simulator that is a Matlab Simulink based simulator facilitates co-simulation of controller task execution in real-time kernels, network transmissions and continuous plant dynamics for NCS. The simulation result is analyzed, and it is confirmed that this control provides good performance.","PeriodicalId":297506,"journal":{"name":"The International Journal of Advanced Smart Convergence","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132727993","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}

引用次数: 3