王森, 白文乐. 基于无线传感器网络的TDOA-CTLS定位算法研究[J]. 微电子学与计算机, 2010, 27(4): 149-152.
引用本文: 王森, 白文乐. 基于无线传感器网络的TDOA-CTLS定位算法研究[J]. 微电子学与计算机, 2010, 27(4): 149-152.
WANG Sen, BAI Wen-le. The Research of TDOA-CTLS Location Algorithm for WSN[J]. Microelectronics & Computer, 2010, 27(4): 149-152.
Citation: WANG Sen, BAI Wen-le. The Research of TDOA-CTLS Location Algorithm for WSN[J]. Microelectronics & Computer, 2010, 27(4): 149-152.

基于无线传感器网络的TDOA-CTLS定位算法研究

The Research of TDOA-CTLS Location Algorithm for WSN

  • 摘要: 节点位置的确定是无线传感器网络的应用基础.为了提高传感器网络节点定位的精度, 利用转移矩阵和观测矩阵噪声之间的关系, 采用约束总体最小二乘算法求解时差定位问题.通过将定位问题转化为一个约束总体最小二乘问题, 然后又将有约束问题等价为无约束的问题, 利用Newton算法进行迭代求解.最后计算机仿真结果验证了该算法的有效性.

     

    Abstract: The location of the node is the basis in the application of WSN. In order to improve the precision of the location, making use of the constraint relation between transfer matrix and observation matrix, the constrained total least square algorithm based on TDOA are applied. In this dissertation, this location algorithm is transformed into the criteria total least square algorithm issue, then, the criteria total least square algorithm is equaled to the non criteria total least square algorithm. Finally, target location can be estimated by Newton iterative and the computer simulation demonstrates its performance.

     

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