TY - GEN
T1 - Maintaining Connectivity in Multi-Rover Networks for Lunar Exploration Missions
AU - Paet, Leonard Bryan
AU - Santra, Shreya
AU - Laine, Mickael
AU - Yoshida, Kazuya
N1 - Funding Information:
ACKNOWLEDGMENT The digital terrain maps and images of the Apollo 15 landing site were downloaded from the NASA PDS Archives. This work was conducted with support from the Space Robotics Laboratory, Tohoku University.
Publisher Copyright:
© 2021 IEEE.
PY - 2021/8/23
Y1 - 2021/8/23
N2 - This work focuses on the wireless connectivity of multi-agent lunar robotic systems and how it can be preserved during large-scale lunar exploration missions. In particular, we consider in this work the connectivity of systems composed of a single lunar module and several micro-rovers performing coordinated area coverage exploration tasks. To this end, we adopted a deterministic model for lunar radio propagation to predict the status of point-to-point communication links for agents operating on the moon. We then used this information to build a communication graph for the lunar micro-rover network. The Fiedler value, a metric derived from algebraic graph theory, was then utilized for evaluating the system's evolving network connectivity as the micro-rovers explore finite regions on the lunar surface. Simulations involving a network consisting of a single fixed lunar module and three mobile micro-rovers were performed to illustrate how the rovers' basic mobility can cause disruptions in network connectivity. Results of the simulations show that the overall connectivity of lunar multi-rover networks can be maintained by imposing constraints on the rovers' motion.
AB - This work focuses on the wireless connectivity of multi-agent lunar robotic systems and how it can be preserved during large-scale lunar exploration missions. In particular, we consider in this work the connectivity of systems composed of a single lunar module and several micro-rovers performing coordinated area coverage exploration tasks. To this end, we adopted a deterministic model for lunar radio propagation to predict the status of point-to-point communication links for agents operating on the moon. We then used this information to build a communication graph for the lunar micro-rover network. The Fiedler value, a metric derived from algebraic graph theory, was then utilized for evaluating the system's evolving network connectivity as the micro-rovers explore finite regions on the lunar surface. Simulations involving a network consisting of a single fixed lunar module and three mobile micro-rovers were performed to illustrate how the rovers' basic mobility can cause disruptions in network connectivity. Results of the simulations show that the overall connectivity of lunar multi-rover networks can be maintained by imposing constraints on the rovers' motion.
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U2 - 10.1109/CASE49439.2021.9551434
DO - 10.1109/CASE49439.2021.9551434
M3 - Conference contribution
AN - SCOPUS:85117032642
T3 - IEEE International Conference on Automation Science and Engineering
SP - 1539
EP - 1546
BT - 2021 IEEE 17th International Conference on Automation Science and Engineering, CASE 2021
PB - IEEE Computer Society
T2 - 17th IEEE International Conference on Automation Science and Engineering, CASE 2021
Y2 - 23 August 2021 through 27 August 2021
ER -