Decentralized active information acquisition: Theory and application to multi-robot SLAM

N Atanasov, J Le Ny, K Daniilidis… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
This paper addresses the problem of controlling mobile sensing systems to improve the
accuracy and efficiency of gathering information autonomously. It applies to scenarios such …

Anytime planning for decentralized multirobot active information gathering

B Schlotfeldt, D Thakur, N Atanasov… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
This letter considers the problem of reducing uncertainty about a physical process of interest
by designing sensing trajectories for a team of robots. This active information gathering …

Coverage control for multirobot teams with heterogeneous sensing capabilities

M Santos, Y Diaz-Mercado… - IEEE Robotics and …, 2018 - ieeexplore.ieee.org
This letter investigates how mobile agents with qualitatively different sensing capabilities
should be organized in order to effectively cover an area. In particular, by encoding the …

Active sensing for search and tracking: A review

L Varotto, A Cenedese, A Cavallaro - ar**, SLAM) 技术是复杂, 动态且GPS
失效环境下多机器人系统(Multi-robot system, MRS) 协同工作的基础和关键技术 …

Distributed detection: Finite-time analysis and impact of network topology

S Shahrampour, A Rakhlin… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper addresses the problem of distributed detection in multi-agent networks. Agents
receive private signals about an unknown state of the world. The underlying state is globally …

Particle swarm optimization-based source seeking

R Zou, V Kalivarapu, E Winer, J Oliver… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
The task of locating a source based on the measurements of the signal emitted/emanating
from it is called the source-seeking problem. In the past few years, there has been a lot of …

[PDF][PDF] Asymptotically optimal planning for non-myopic multi-robot information gathering.

Y Kantaros, B Schlotfeldt, N Atanasov… - Robotics: Science and …, 2019 - academia.edu
This paper proposes a novel highly scalable sampling-based planning algorithm for multi-
robot active information acquisition tasks in complex environments. Active information …

Sampling-based planning for non-myopic multi-robot information gathering

Y Kantaros, B Schlotfeldt, N Atanasov, GJ Pappas - Autonomous Robots, 2021 - Springer
This paper proposes a novel highly scalable sampling-based planning algorithm for multi-
robot active information acquisition tasks in complex environments. Active information …

Scalable data association for extended object tracking

F Meyer, MZ Win - IEEE Transactions on Signal and Information …, 2020 - ieeexplore.ieee.org
Tracking extended objects based on measurements provided by light detection and ranging
(LIDAR) and millimeter wave radio detection and ranging (RADAR) sensors is a key task to …