Recent advancements in deep learning applications and methods for autonomous navigation: A comprehensive review

AA Golroudbari, MH Sabour - arXiv preprint arXiv:2302.11089, 2023 - arxiv.org
This review article is an attempt to survey all recent AI based techniques used to deal with
major functions in This review paper presents a comprehensive overview of end-to-end …

Indoor drone positioning: Accuracy and cost trade-off for sensor fusion

J Vanhie-Van Gerwen, K Geebelen… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Indoor drone or Unmanned Aerial Vehicle (UAV) operations, automated or with pilot control,
are an upcoming and exciting subset of drone use cases. Automated indoor flights tighten …

An explainable hybrid deep learning architecture for WiFi-based indoor localization in Internet of Things environment

Z Turgut, AG Kakisim - Future Generation Computer Systems, 2024 - Elsevier
The indoor positioning service is one of the essential services needed in the Internet of
Things ecosystem. Recently, many researchers have focused on the fingerprinting method …

Pilot: High-precision indoor localization for autonomous drones

A Famili, A Stavrou, H Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In many scenarios, unmanned aerial vehicles (UAVs), aka drones, need to have the
capability of autonomous flight to carry out their missions successfully. In order to fly …

Microdrone-based indoor mapping with graph slam

S Karam, F Nex, BT Chidura, N Kerle - Drones, 2022 - mdpi.com
Unmanned aerial vehicles offer a safe and fast approach to the production of three-
dimensional spatial data on the surrounding space. In this article, we present a low-cost …

MLB-IoD: Multi layered blockchain assisted 6G Internet of Drones ecosystem

G Raja, SG Senthivel, S Balaganesh… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The Internet of Drones (IoD) ecosystem consists of many interlinked commercial services
provided by a network of drones. The advent of 6G networks plays a crucial role in …

A Survey of Vehicle Localization: Performance Analysis and Challenges

X Shan, A Cabani, H Chafouk - IEEE Access, 2023 - ieeexplore.ieee.org
Vehicle localization plays a crucial role in ensuring the safe operation of autonomous
vehicles and the development of intelligent transportation systems (ITS). However, there is …

iDROP: Robust localization for indoor navigation of drones with optimized beacon placement

A Famili, A Stavrou, H Wang… - IEEE internet of things …, 2023 - ieeexplore.ieee.org
Drones in many applications need the ability to fly fully or partially autonomously to
accomplish their mission. To allow these fully/partially autonomous flights, first, the drone …

AGCosPlace: a UAV visual positioning algorithm based on transformer

Y Guo, Y Zhou, F Yang - Drones, 2023 - mdpi.com
To address the limitation and obtain the position of the drone even when the relative poses
and intrinsics of the drone camera are unknown, a visual positioning algorithm based on …

A Multi-UAV Indoor Air Real-Time Detection and Gas Source Localization Method Based on Improved Teaching–Learning-Based Optimization

J Yang, T Ding, Q Deng, Z Li, Y Wang, J Wu… - Atmospheric …, 2024 - Elsevier
This paper presents an improved Teaching–Learning-Based Optimization Algorithm for
controlling a UAV swarm to achieve real-time monitoring of indoor air quality and possible …