Present and future of slam in extreme environments: The darpa subt challenge

K Ebadi, L Bernreiter, H Biggie, G Catt… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This article surveys recent progress and discusses future opportunities for simultaneous
localization and map** (SLAM) in extreme underground environments. SLAM in …

Present and future of slam in extreme underground environments

K Ebadi, L Bernreiter, H Biggie, G Catt, Y Chang… - arxiv preprint arxiv …, 2022 - arxiv.org
This paper reports on the state of the art in underground SLAM by discussing different SLAM
strategies and results across six teams that participated in the three-year-long SubT …

[PDF][PDF] Cerberus: Autonomous legged and aerial robotic exploration in the tunnel and urban circuits of the darpa subterranean challenge

M Tranzatto, F Mascarich, L Bernreiter… - arxiv preprint arxiv …, 2022 - academia.edu
Autonomous exploration of subterranean environments constitutes a major frontier for
robotic systems as underground settings present key challenges that can render robot …

Graph-based path planning for autonomous robotic exploration in subterranean environments

T Dang, F Mascarich, S Khattak… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
This paper presents a novel strategy for autonomous graph-based exploration path planning
in subterranean environments. Attuned to the fact that subterranean settings, such as …

Complementary multi–modal sensor fusion for resilient robot pose estimation in subterranean environments

S Khattak, H Nguyen, F Mascarich… - … on Unmanned Aircraft …, 2020 - ieeexplore.ieee.org
Resilient pose estimation for autonomous systems, and especially small unmanned aerial
robots, is one of the core capabilities required for these robots to perform their assigned …

Keyframe‐based thermal–inertial odometry

S Khattak, C Papachristos, K Alexis - Journal of Field Robotics, 2020 - Wiley Online Library
Autonomous navigation of microaerial vehicles in environments that are simultaneously
GPS‐denied and visually degraded, and especially in the dark, texture‐less and dust‐or …

A review of modern thermal imaging sensor technology and applications for autonomous aerial navigation

TXB Nguyen, K Rosser, J Chahl - Journal of Imaging, 2021 - mdpi.com
Limited navigation capabilities of many current robots and UAVs restricts their applications
in GPS denied areas. Large aircraft with complex navigation systems rely on a variety of …

Keyframe-based direct thermal–inertial odometry

S Khattak, C Papachristos… - … International conference on …, 2019 - ieeexplore.ieee.org
This paper proposes an approach for fusing direct radiometric data from a thermal camera
with inertial measurements to extend the robotic capabilities of aerial robots for navigation in …

Deeptio: A deep thermal-inertial odometry with visual hallucination

MRU Saputra, PPB De Gusmao, CX Lu… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Visual odometry shows excellent performance in a wide range of environments. However, in
visually-denied scenarios (eg heavy smoke or darkness), pose estimates degrade or even …

Autonomous search for underground mine rescue using aerial robots

T Dang, F Mascarich, S Khattak… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper we present a comprehensive solution for autonomous underground mine
rescue using aerial robots. In particular, a new class of Micro Aerial Vehicles are equipped …