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20212026
most citedDeep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers

16 citations · 20 across the 7 of their papers we have counts for

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6 papers · 1 filter

cs.RO2026

Full Stack Navigation, Mapping, and Planning for the Lunar Autonomy Challenge

Adam Dai, Asta Wu, Keidai Iiyama +4

We present a modular, full-stack autonomy system for lunar surface navigation and mapping developed for the Lunar Autonomy Challenge. Operating in a GNSS-denied, visually challengi…

cs.RO2026

GNSS-based Lunar Orbit and Clock Estimation With Stochastic Cloning UD Filter

Keidai Iiyama, Grace Gao

This paper presents a terrestrial GNSS-based orbit and clock estimation framework for lunar navigation satellites. To enable high-precision estimation under the low-observability c…

cs.RO2025

Ionospheric and Plasmaspheric Delay Characterization for Lunar Terrestrial GNSS Receivers with Global Core Plasma Model

Keidai Iiyama, Grace Gao

Recent advancements in lunar positioning, navigation, and timing (PNT) have demonstrated that terrestrial GNSS signals, including weak sidelobe transmissions, can be exploited for…

cs.RO2025

Satellite Autonomous Clock Fault Monitoring with Inter-Satellite Ranges Using Euclidean Distance Matrices

Keidai Iiyama, Daniel Neamati, Grace Gao

To address the need for robust positioning, navigation, and timing services in lunar environments, this paper proposes a novel onboard clock phase jump detection framework for sate…

cs.RO2024★ 4 cited

Autonomous Constellation Fault Monitoring with Inter-satellite Links: A Rigidity-Based Approach

Keidai Iiyama, Daniel Neamati, Grace Gao

To address the need for robust positioning, navigation, and timing services in lunar environments, this paper proposes a novel fault detection framework for satellite constellation…

cs.RO2021★ 16 cited

Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers

Keidai Iiyama, Kento Tomita, Bhavi A. Jagatia +2

This research proposes a new integrated framework for identifying safe landing locations and planning in-flight divert maneuvers. The state-of-the-art algorithms for landing zone s…