Aziz Abdul, Kumar Ramesh, Joe Inwhee
Department of Electronics and Computer Engineering, Hanyang University, Seoul 04763, Korea.
Department of Electronic Engineering, Dawood University of Engineering and Technology, Karachi 74800, Pakistan.
Sensors (Basel). 2017 Nov 15;17(11):2630. doi: 10.3390/s17112630.
In the dual wireless radio localization (DWRL) technique each sensor node is equipped with two ultra-wide band (UWB) radios; the distance between the two radios is a few tens of centimeters. For localization, the DWRL technique must use at least two pre-localized nodes to fully localize an unlocalized node. Moreover, in the DWRL technique it is also not possible for two sensor nodes to properly communicate location information unless each of the four UWB radios of two communicating sensor nodes cannot approach the remaining three radios. In this paper, we propose an improved DWRL (I-DWRL) algorithm along with mounting a magnetometer sensor on one of the UWB radios of all sensor nodes. This addition of a magnetometer helps to improve DWRL algorithm such that only one localized sensor node is required for the localization of an unlocalized sensor node, and localization can also be achieved even when some of the four radios of two nodes are unable to communicate with the remaining three radios. The results show that with the use of a magnetometer a greater number of nodes can be localized with a smaller transmission range, less energy and a shorter period of time. In comparison with the conventional DWRL algorithm, our I-DWRL not only maintains the localization error but also requires around half of semi-localizations, 60% of the time, 70% of the energy and a shorter communication range to fully localize an entire network. Moreover, I-DWRL can even localize more nodes while transmission range is not sufficient for DWRL algorithm.
在双无线射频定位(DWRL)技术中,每个传感器节点都配备有两个超宽带(UWB)无线电;两个无线电之间的距离为几十厘米。对于定位,DWRL技术必须使用至少两个预先定位的节点来完全定位一个未定位的节点。此外,在DWRL技术中,除非两个通信传感器节点的四个UWB无线电中的每一个都不能靠近其余三个无线电,否则两个传感器节点也不可能正确地通信位置信息。在本文中,我们提出了一种改进的DWRL(I-DWRL)算法,同时在所有传感器节点的一个UWB无线电上安装了一个磁力计传感器。添加磁力计有助于改进DWRL算法,使得未定位的传感器节点的定位只需要一个已定位的传感器节点,并且即使两个节点的四个无线电中的一些无法与其余三个无线电通信,也能够实现定位。结果表明,使用磁力计可以在更小的传输范围、更少的能量和更短的时间内定位更多的节点。与传统的DWRL算法相比,我们的I-DWRL不仅保持了定位误差,而且在完全定位整个网络时,所需的半定位次数约为传统算法的一半,时间为传统算法的60%,能量为传统算法的70%,通信范围更短。此外,在传输范围不足以支持DWRL算法时,I-DWRL甚至可以定位更多的节点。