| 分布式无线传感器网络的目标分类 |
| |
| 引用本文： | 陈瑞义,席斌,刘健.分布式无线传感器网络的目标分类[J].福州大学学报(自然科学版),2008,36(Z1):146-149. |
| |
| 作者姓名： | 陈瑞义 席斌 刘健 |
| |
| 作者单位： | 厦门大学信息科学与技术学院,福建,厦门,361005 |
| |
| 摘 要： | 研究了无线传感器网络中的运输车辆的检测问题,并利用AR-Burg最大熵算法对不同车辆时间序列进行谱特征提取.分类结果是使用支持向量分类器类得到的.仿真结果表明,该分类方法可以达到较高的分类率,计算快且稳定,生成数据量小.
|
| 关 键 词： | 无线传感器网络 目标分类 AR-Burg算法 支持向量机 |
Classification in distribute wireless sensor network |
| |
| CHEN Rui-yi,XI Bin,LIU Jian.Classification in distribute wireless sensor network[J].Journal of Fuzhou University(Natural Science Edition),2008,36(Z1):146-149. |
| |
| Authors: | CHEN Rui-yi XI Bin LIU Jian |
| |
| Institution: | (College of Information Science and Technology,Xiamen University, Xiamen,Fujian 361005,China) |
| |
| Abstract: | This paper investigates the detection theory of wireless sensor networks and extracts the spectral feature vectors of different type of moving vehicles by AR-Burg algorithm.We get the classification results by using the support vector machine classifier.The result shows that high classification rate and low compute complexity can be obtained by the method of this paper. |
| |
| Keywords: | wireless sensor networks classification AR-Burg support vector machine |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《福州大学学报(自然科学版)》浏览原始摘要信息 |
| 点击此处可从《福州大学学报(自然科学版)》下载免费的PDF全文 |
