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Soft Computing: Fuzzy Logic Approach in Wireless Sensors Networks
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作者 M. Vinoth Kumar Dr. T. Lalitha 《Circuits and Systems》 2016年第8期1242-1249,共8页
The recent growth of communication and sensor technology results in the enlargement of a new attractive and challenging area-wireless sensor networks (WSNs). A network comprising of several minute wireless sensor node... The recent growth of communication and sensor technology results in the enlargement of a new attractive and challenging area-wireless sensor networks (WSNs). A network comprising of several minute wireless sensor nodes which are organized in a dense manner is called as a Wireless Sensor Network (WSN). Every node estimates the state of its surroundings in this network. The estimated results are then converted into the signal form in order to determine the features related to this technique after the processing of the signals. It’s high computational environment with limited and controlled broadcast range, processing, as well as limited energy. The embedded soft computing approach in wireless sensor networks is suggested. This approach means a grouping of embedded fuzzy logic and neural networks models for information processing in complex environment with unsure, rough, fuzzy measuring data. It is generalization of soft computing concept for the embedded, distributed, adaptive systems. 展开更多
关键词 Embedded fuzzy Logic Data Fusion CLUSTERIZATION AGGREGATION fuzzy Distributed knowledge Base Sensor
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The Flood Forecasting ES Based on Fuzzy Set Theory
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作者 LU Yaohua LIU chunshan(Daft. of Management Sci.Jilin Univ.Changchun,Jinlin 130023) 《Systems Science and Systems Engineering》 CSCD 1995年第3期284-289,共6页
This article introduces briefly the development, the struCture and the running situation of a Jinlin flood disaster forecasting ES.In the field of meteorological phenomena,there is a lot of fuzzy phenomena,and concept... This article introduces briefly the development, the struCture and the running situation of a Jinlin flood disaster forecasting ES.In the field of meteorological phenomena,there is a lot of fuzzy phenomena,and concept posseSSing fuzziness. For this reason,we developed FBEST by fuzzy method.The application of FBEST will have great significance in preventing and decreasing disaster,protecting peoples lives and property. 展开更多
关键词 expert system fuzzy knowledge representation fuzzy reasoning knowledge refinement flood forecasting
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Computing a ground appropriateness index for route selection in permafrost regions 被引量:1
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作者 Chi Zhang Quanli Gong +2 位作者 Yuanyuan Liu Jiao Yan Min Zhang 《Journal of Traffic and Transportation Engineering(English Edition)》 2017年第5期436-450,共15页
The reasonable calculation of ground appropriateness index in permafrost region is the precondition of highway route design in permafrost region. The theory of knowledge base and fuzzy mathematics are applied, and the... The reasonable calculation of ground appropriateness index in permafrost region is the precondition of highway route design in permafrost region. The theory of knowledge base and fuzzy mathematics are applied, and the damage effect of permafrost is considered in the paper. Based on the idea of protecting permafrost the calculation method of ground appro- priateness index is put forward. Firstly, based on the actual environment conditions, the paper determines the factors affecting the road layout in permafrost areas by qualitative and quantitative analysis, including the annual slope, the average annual ground temperature of permafrost, the amount of ice in frozen soil, and the interference engineering. Secondly, based on the knowledge base theory and the use of Delphi method, the paper establishes the knowledge base, the rule base of the permafrost region and inference mechanism. The method of selecting the road in permafrost region is completed and realized by using the software platform. Thirdly, taking the Tuotuo River to Kaixin Mountain section of permafrost region as an example, the application of the method is studied by using an ArcGIS platform. Results show that the route plan determined by the method of selecting the road in perma-frost region can avoid the high temperature and high ice content area, conform the terrain changes and evade the heat disturbance among the existing projects. A reasonable route plan can be achieved, and it can provide the basis for the next engineering construction. 展开更多
关键词 Road engineering Permafrost regions Highway route selection knowledge base fuzzy reasoning
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