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A Low Energy Consumption Clustering Routing Protocol Based on K-Means
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作者 Shan Zhong Guihua Wang +3 位作者 xiaohui leng Xiaona Wang Lian Xue Yue Gu 《Journal of Software Engineering and Applications》 2012年第12期1013-1015,共3页
A low energy consumption clustering algorism based on LEACH is researched. Firstly, A method for obtaining the number of clusters k is given, then using the K-Means algorism to divide all the sensor nodes in WSN to th... A low energy consumption clustering algorism based on LEACH is researched. Firstly, A method for obtaining the number of clusters k is given, then using the K-Means algorism to divide all the sensor nodes in WSN to the k clusters, in the whole network life cycle the cluster will not changed, and when the energy of cluster head is lower than some threshold, it will be changed. The data transmission between cluster heads to sink node use mixed model, namely, the cluster near the sink node using the single hop and the one far from it using the multiple hops. The experiment shows our method has the longer life cycle and more received information. It is an effective clustering protocol. 展开更多
关键词 CLUSTERING ROUTING LOW ENERGY CONSUMPTION K-MEANS
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A Load Balance Clustering Routing Algorism Based on SOM
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作者 Shan Zhong Guihua Wang +3 位作者 xiaohui leng Xiaona Wang Lian Xue Yue Gu 《Journal of Software Engineering and Applications》 2012年第11期870-872,共3页
In order to solve the uneven node load in the tradition clustering routing protocols, a new clustering algorism based on SOM is proposed. Firstly, the network radio model and the energy consumption model are defined. ... In order to solve the uneven node load in the tradition clustering routing protocols, a new clustering algorism based on SOM is proposed. Firstly, the network radio model and the energy consumption model are defined. A new algorism using SOM to form the cluster and select the cluster head is defined. In the clustering node remain energy and the Euclidean distance from cluster head to the cluster member are considered. The experiment shows our method has the longer life cycle and less total energy consumption. It is an effective clustering protocol. 展开更多
关键词 SOM ROUTING PROTOCOL CLUSTERING LOAD BALANCE
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NiO nanoparticle-decorated SnO_(2)nanosheets for ethanol sensing with enhanced moisture resistance 被引量:4
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作者 Gaoqiang Niu Changhui Zhao +3 位作者 Huimin Gong Zhitao Yang xiaohui leng Fei Wang 《Microsystems & Nanoengineering》 EI CSCD 2019年第1期466-473,共8页
In a high relative humidity(RH)environment,it is challenging for ethanol sensors to maintain a high response and excellent selectivity.Herein,tetragonal rutile SnO_(2)nanosheets decorated with NiO nanoparticles were s... In a high relative humidity(RH)environment,it is challenging for ethanol sensors to maintain a high response and excellent selectivity.Herein,tetragonal rutile SnO_(2)nanosheets decorated with NiO nanoparticles were synthesized by a two-step hydrothermal process.The NiO-decorated SnO_(2)nanosheet-based sensors displayed a significantly improved sensitivity and excellent selectivity to ethanol gas.For example,the 3 mol%NiO-decorated SnO_(2)(SnO_(2)-3Ni)sensor reached its highest response(153 at 100 ppm)at an operating temperature of 260℃.Moreover,the SnO_(2)-3Ni sensor had substantially improved moisture resistance.The excellent properties of the sensors can be attributed to the uniform dispersion of the NiO nanoparticles on the surface of the SnO_(2)nanosheets and the formation of NiO-SnO_(2)p–n heterojunctions.Considering the long-term stability and reproducibility of these sensors,our study suggests that the NiO nanoparticle-decorated SnO_(2)nanosheets are a promising material for highly efficient detection of ethanol. 展开更多
关键词 MOISTURE NANOPARTICLE resistance
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