RSSI-based Outdoor Localization with Single Unmanned Aerial Vehicle

04/20/2020
by   Seyma Yucer, et al.
0

Localization of a target object has been performed conventionally using multiple terrestrial reference nodes. This paradigm is recently shifted towards utilization of unmanned aerial vehicles (UAVs) for locating target objects. Since locating of a target using simultaneous multiple UAVs is costly and impractical, achieving this task by utilizing single UAV becomes desirable. Hence, in this paper, we propose an RSSI-based localization method that utilizes only a single UAV. The proposed approach is based on clustering method along with the Singular Value Decomposition (SVD). The performance of the proposed method is verified by the experimental measurements collected by a UAV that we have designed and computer simulations. The results show that the proposed method can achieve location accuracy as low as 7m depending on the number of iterations.

READ FULL TEXT

page 1

page 2

page 3

page 4

page 5

page 6

research
11/16/2017

Aerial Anchors Positioning for Reliable RSS-Based Outdoor Localization in Urban Environments

In this letter, the localization of terrestrial nodes when unmanned aeri...
research
08/04/2020

BRM Localization: UAV Localization in GNSS-Denied Environments Based on Matching of Numerical Map and UAV Images

Localization is one of the most important technologies needed to use Unm...
research
08/16/2018

Simultaneous Localization And Mapping with depth Prediction using Capsule Networks for UAVs

In this paper, we propose an novel implementation of a simultaneous loca...
research
08/07/2021

Networks of UAVs of Low-Complexity for Time-Critical Localization

Future networks of unmanned aerial vehicles (UAVs) will be tasked to car...
research
09/01/2021

Field-Based Plot Extraction Using UAV RGB Images

Unmanned Aerial Vehicles (UAVs) have become popular for use in plant phe...
research
09/08/2023

A Reliable and Resilient Framework for Multi-UAV Mutual Localization

This paper presents a robust and secure framework for achieving accurate...
research
09/16/2023

Graph-based Decentralized Task Allocation for Multi-Robot Target Localization

We introduce a new approach to address the task allocation problem in a ...

Please sign up or login with your details

Forgot password? Click here to reset