posted on 2025-05-09, 01:13authored byIram Javed, Xianlun Tang, Kamran Shaukat, Muhammed Umer Sarwar, Talha Mahboob Alam, Ibrahim A. Hameed, Muhammad Asim Saleem
In a wireless sensor network (WSN), node localization is a key requirement for many applications. The concept of mobile anchor-based localization is not a new concept; however, the localization of mobile anchor nodes gains much attention with the advancement in the Internet of Things (IoT) and electronic industry. In this paper, we present a range-free localization algorithm for sensors in a three-dimensional (3D) wireless sensor networks based on flying anchors. The nature of the algorithm is also suitable for vehicle localization as we are using the setup much similar to vehicle-to-infrastructure- (V2I-) based positioning algorithm. A multilayer C-shaped trajectory is chosen for the random walk of mobile anchor nodes equipped with a Global Positioning System (GPS) and broadcasts its location information over the sensing space. The mobile anchor nodes keep transmitting the beacon along with their position information to unknown nodes and select three further anchor nodes to form a triangle. The distance is then computed by the link quality induction against each anchor node that uses the centroid-based formula to compute the localization error. The simulation shows that the average localization error of our proposed system is 1.4 m with a standard deviation of 1.21 m. The geometrical computation of localization eliminated the use of extra hardware that avoids any direct communication between the sensors and is applicable for all types of network topologies.
History
Journal title
Security and Communication Networks
Volume
2021
Issue
2021
Article number
6677896
Publisher
John Wiley & Sons
Language
en, English
College/Research Centre
College of Engineering, Science and Environment
School
School of Electrical Engineering and Computer Science