Obstacle Handling Mechanism for Mobile Anchor Assisted Localization in Wireless Sensor Networks

被引:9
|
作者
Sabale, Ketan [1 ]
Sapre, Saunhita [2 ]
Mini, S. [1 ]
机构
[1] Natl Inst Technol Goa, Dept Comp Sci & Engn, Ponda 403401, Goa, India
[2] Indian Inst Informat Technol Dharwad, Dept Comp Sci & Engn, Dharwad 580009, Karnataka, India
关键词
Sensors; Location awareness; Trajectory; Wireless sensor networks; Path planning; Sensor phenomena and characterization; Planning; Localization accuracy; localization; obstacle handling; RSSI; wireless sensor networks;
D O I
10.1109/JSEN.2021.3105138
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Localization is necessary for applications such as warning systems, where the sensed data along with the location of occurrence is essential for decision making in Wireless Sensor Networks (WSNs). Equipping each sensor node with a global positioning system (GPS) unit is infeasible, as it increases both the power consumption and cost of the deployed network. A more practical approach is to employ a single or a few GPS-equipped mobile anchor nodes (MANs). These MANs localize the unknown sensor nodes by broadcasting their current locations periodically while moving in the area of interest. In a realistic environment, obstacles may be present in the deployment area that obstruct the radio connectivity between unknown sensors and the MANs. In this paper, we propose a mechanism to handle irregular obstacles in the path of various existing static trajectories. Also, we have considered an accurate and reliable channel model to provide a realistic evaluation of the proposed method. The results are compared on the basis of four different localization techniques, namely, accuracy priority trilateration (APT), time priority trilateration (TPT), weighted centroid localization (WCL) and weight-compensated weighted centroid localization (WCWCL). Experimental and simulation results show that the proposed method effectively handles regular and irregular obstacles in the deployed environment.
引用
收藏
页码:21999 / 22010
页数:12
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