Miao Chunyu, Dai Guoyong, Ying Kezhen, Chen Qingzhang
College of Computer Science and Technology, Zhejiang Normal University of Technology, Liuhe Road No. 288, Hangzhou 310023, China.
XingZhi College, Zhejiang Normal University, Jinhua 321004, China.
Sensors (Basel). 2015 May 6;15(5):10631-49. doi: 10.3390/s150510631.
Localization is one of the most important technologies in wireless sensor networks. A lightweight distributed node localization scheme is proposed by considering the limited computational capacity of WSNs. The proposed scheme introduces the virtual force model to determine the location by incremental refinement. Aiming at solving the drifting problem and malicious anchor problem, a location verification algorithm based on the virtual force mode is presented. In addition, an anchor promotion algorithm using the localization reliability model is proposed to re-locate the drifted nodes. Extended simulation experiments indicate that the localization algorithm has relatively high precision and the location verification algorithm has relatively high accuracy. The communication overhead of these algorithms is relative low, and the whole set of reliable localization methods is practical as well as comprehensive.
定位是无线传感器网络中最重要的技术之一。考虑到无线传感器网络有限的计算能力,提出了一种轻量级分布式节点定位方案。该方案引入虚拟力模型通过增量细化来确定位置。针对漂移问题和恶意锚点问题,提出了一种基于虚拟力模型的位置验证算法。此外,还提出了一种使用定位可靠性模型的锚点提升算法来重新定位漂移节点。扩展的仿真实验表明,该定位算法具有较高的精度,位置验证算法具有较高的准确性。这些算法的通信开销相对较低,并且整套可靠的定位方法既实用又全面。