AI and Space Robotics at JAXA

*Takashi Kubota ISAS/JAXA, 3-1-1, Yoshinodai, Chuo-ku, Sagamihara, Japan, E-mail: kubota.takashi@.jp

ABSTRACT A new lunar mission on vertical hole exploration on the is also under study. The lunar spacecraft Kaguya This paper presents AI and robotics research activities at firstly discovered Moon holes in 2009. It is believed that JAXA. Firstly this paper introduces Japanese future moon holes are useful for learning about the formation of exploration plans such as lunar, and small body the moon because bedding plane is exposed. In addition, exploration. Then this paper also describes AI and because inner holes are sealed from solar wind, and also robotics technology for deep space exploration missions. considered important candidate sites for base camp in the JAXA has developed some test-bed robots and future. However, exploration of vertical hole is not so performed field tests. This paper shows the developed easy for the conventional robots. A new type of robot is robots in detail and some experimental results. This required to go down and explore. Then an exploration paper also presents the intelligent robotic systems for the system for the vertical hole is under study. future missions. The Mars exploration research group in Japan has studied Martian exploration. JAXA is proposing MMX 1 INTRODUCTION (Martian Moon eXploration) mission, which will travel JAXA/ISAS has studied and developed a new to Mars and survey the red planet’s two moons; Phobos exploration roadmap[1] for deep space exploration as and Deimos. The spacecraft will explore both moons and shown in Fig.1. In recent years, small body exploration collect a sample from one of the moons to bring back to missions have received a lot of attention in the world. In Earth. The goal of the mission is to reveal the origin of small body explorations, especially, detailed in-situ the Martian moons and progress our understanding of surface exploration by tiny probes is one of effective and planetary system formation and primordial material fruitful means. Surface probes are expected to make transport around the boundary between the inner- and strong contributions towards scientific studies. JAXA is outer- early . currently promoting Hayabusa-2 mission, which is the This paper presents future exploration plans in detail. post Hayabusa including sample and return attempt Then this paper presents AI and robotics technology to/from the near-earth asteroid. Hayabusa-2 spacecraft roadmap for deep space exploration. This paper will rendezvous the target asteroid Ryugu in the summer introduces the detail of the developed robots by JAXA in 2018. The spacecraft also takes the tiny probes to and shows some experimental results. This paper also perform the in-situ surface exploration. presents the intelligent robotic system for the future One of main exploration missions in Japan is to exploration missions. demonstrate various kinds of landing technologies for planetary surface exploration and human activities on the moon in the near future[2]. They will cover pin-point landing technology, reliable landing scheme with obstacle avoidance, safe landing mechanism on rough terrain, exploration rover, tele-science and tele-operation technology, automated construction etc. JAXA is developing a smart lander for the landing demonstration mission SLIM (Smart Lander for Investigating Moon). After SLIM mission, a lunar polar robotic mission is under study to explore high interest sites where orbital data indicate the presence of water . New technologies are under development, such as mobility, digging, instruments, high-sensitivity camera etc.[3] Figure 1 : Japanese Plans for Deep Space Exploration 2 SURFACE EXPLORATION MISSIONS landing on lunar or planetary surface as shown in Fig.3. SLIM will perform the following technology This section describes the future lunar or planetary demonstration based on smart spacecraft technology. exploration programs in detail. • Image-based Navigation utilizing Lunar Terrain 2.1 Small Body Sample Return Mission • Autonomous Obstacle Detection • Robust Pin-point Guidance JAXA is currently promoting Hayabusa-2 mission as • Landing Shock Absorber shown in Fig.2, which is the post Hayabusa including • High-performance Propulsion sample and return attempt to/from the near earth asteroid. The target asteroid is different from the Asteroid Itokawa • Exploration by Spectral Camera, Tiny Rovers (option) explored by Hayabusa. Itokawa is rock-rich S-type one. On the other hand, Hayabusa-2 will visit a C-type asteroid 1999JU3, which is also rock quality. However it is thought that their rocks contain much more organic matters and water. Hayabusa-2 challenges very interesting objectives: what are original organic matters and water existed in the solar system? Or how are they related to life and ocean water ? The problems identified in Hayabusa mission are improved and new technology is aggressively adopted in Hayabusa-2. Hayabusa-2 spacecraft was launched to the Figure 3 : SLIM Mission asteroid in 2014. Hayabusa-2 will reach the asteroid in the summer in 2018, stay there about one and half years, depart from the asteroid to return to the earth at the end 2.3 Martian Moon Exploration Mission of 2019, and come back to the earth at the end of 2020. JAXA is studying MMX (Martian Moon eXploration) "Crackup installation" is newly mounted on Hayabusa-2 mission for FY2024 launch. MMX aims to demonstrate spacecraft. It will be separated above the asteroid and the exploration technology as well as scientifically explodes there after Hayabusa-2 hides behind the investigate the origin of Phobos and Deimos. MMX will asteroid. Then an impactor of approximately 2 [kg] hits perform sample return from the most famous small body, the surface of the asteroid and it will make a crater of Phobos in the solar system as shown in Fig.4. several meters in diameter. Then Hayabusa-2 tries to The scientific purpose of MMX mission is to reveal the collect materials inside of the crater. Hayabusa-2 origin of a Mars moon, that is whether it is a captured D- performs a trial to collect less altered materials. type asteroid (A), or piled fragments made by a giant impact event (B). Only sample analysis will give the end to the ever-lasting-argument between (A) or (B). Material analysis will approach to the formation and transition of Mars. MMX mission includes the following engineering

challenges, a round trip to a Martian system, proximity

operation around a Martian moon, sample retrieval mechanism, etc.

Figure 2 : Hayabusa-2 Mission

2.2 Lunar landing and Surface Exploration Mission

JAXA is developing SLIM (Smart Lander for

Investigating Moon) for FY2020 launch. SLIM is a mission to demonstrate the technology for pin-point soft Figure 4 : MMX Mission 2.4 Human Outpost Mission 3.2 BiomimeticRobots Human Lunar Systems Team in JAXA works for the The Japanese government announced their policy titled conceptual system study on the future human lunar “Comprehensive Strategy on Science, Technology, and outpost as shown in Fig.5. Based on the achievements Innovation 2014 (A Challenge for Creating Japan in a and lessons learned from the International New Dimension). Based on this strategy, JAXA was re- Program, system architecture on the basis of the organized in April 2015 and the Space Exploration international cooperation and the way of Japan’s Innovation Hub Center (TANSAX) was established. The contribution are discussed continuously. JAXA is new organization TANSAX have developed more actively participating and playing a major role in the research projects and establish them within JAXA. To ISECG: International Space Exploration Coordination accomplish this, TANSAX will gather knowledge and Group, a mechanism for technical research toward specialists from various fields and create a new research manned space exploration via international cooperation. team for their activities. The research areas cover 1) exploration technology in a wide range of unexplored areas, 2) automatic and autonomous exploration

technology, and 3) In-situ resource utilization (ISRU) technology. In cooperation with companies, institutions and universities, biomimetic robots[6][7] have been developed as shown in Fig.7.

Figure 5 : Lunar Outpost Mission

3 SPACE ROBOTICS TECHNOLOGY To realize lunar or planetary exploration, space robotics Figure 7: Lunar Exploration by Multiple Biomimetic Robots technology makes important roles. This section presents some of developed robotics technology for lunar or 3.3 Int-Ball Robot planetary exploration. JAXA has for the first time disclosed images and movies 3.1 Developed Exploration Rovers taken by the JEM Internal Ball Camera, called Int-Ball[8], Various kinds of test-bed rovers[4][5] have been its first camera drone that can record video while moving developed to investigate the performance of mobility or in the zero-gravity space environment under remote autonomous functions of surface explorers. Figure 6 control from the ground. Int-Ball was delivered to shows one of tested rovers, which is called AKI. AKI has Japanese Experiment Module "Kibo" on the International been developed, as a new test-bed rover, to carry out a Space Station by the U.S. Dragon spacecraft launched on variety of the novel mission sequences. AKI is for June 4, 2017, and is currently undergoing initial pushing the technology advance. The key technology of verification as shown in Fig.8. AKI project is to develop intelligent software architecture.

Figure 6: Test-bed Rover AKI Figure 7: JEM Int-Ball 4 AI TECHNOLOGY technology including AI would contribute to promote those missions effectively. To realize autonomous lunar or planetary exploration, AI technology also makes important roles. This section presents some of developed AI technologies for lunar or References planetary exploration. [1] T.Kubota (2016), An Overview of JAXA Space Robotics 4.1 Intelligent SLAM Technology Activities, Int. Symposium on Robotics and Automation in It is very important for a rover to go to the destination Space, Workshop on Space Robotics, 2016. safely. A stereo Visual Odometry(VO) and a SLAM [2] T.Kubota (2015), Jaxa's Planetary Exploration Programs: Recent Low Cost Missions and Future Plans, Low-Cost technology[9] have been earnestly studied. Then a new Planetary Mission Conference. method is also proposed to enable efficient and accurate [3] T.Kubota (2015), Robotics Technology for Deep Space visual localization independently of terrain appearance. Exploration, 12th Int. Conf. on Ubiquitous Robots and Several key techniques[10] are developed including a Ambient Intelligence. framework for terrain adaptive feature detection and a [4] S.Shigeto, M.Otsuki, T.Kubota (2013), A Proposal of motion estimation method using fewer feature points as Exploration Robot with Wire for Vertical Holes in the shown in Fig.8. Field experiments have been conducted Moon or Planet, The 2nd International Conference on in volcanic fields for validation and evaluation of the Robot Intelligence Technology and Applications 2013, system effectiveness and efficiency. F1A-3. [5] T.Kubota, M.Otsuki, T.Shimada, G.Ishigami, M.Sakuta, O.Ann, T.Shimizu, K.Otsu (2011), Field Tests on Intelligent Exploration for Planetary Rover, 2011 PERC Planetary Geology Field Symposium, No.021. [6] H.Omori, T.Murakami, H.Nagai, T.Nakamura, T.Kubota (2013), Development of a Novel Bio-Inspired Planetary Subsurface Explorer : Initial Experimental Study by prototype with Propulsion and Excavation Units, IEEE/ASME Transactions on Mechatronics, Vol.18, Issue.2, pp.459-470.

Figure 8: Adaptive Feature Detection [7] A.Mizushima, H.Omori, H.Kitamoto, T.Nakamura, T.Kubota (2015), Study on Geotechnical Tests with a Lunar Subsurface Explorer Robot using a Peristaltic Crawling Mechanism, SICE Journal of Control, Measurement, and 4.2 Intelligent Path Planning System System Integration, Vol.8, No.4, pp.242-249. Conventional tele-operation methods cause the behavior [8] S.Mitani S.Shigeto, T.Kanzawa (2016), High-Agility, called “Move & Wait” to a movement of an explorer. An Miniaturized Attitude Control Sensors and Actuators in an explorer has to wait for commands. Therefore, an All-in-one Module, Transactions of the Japan Society for Aeronautical and Space Sciences, Aerospace Technology advanced navigation and path planning scheme[11] is Japan, November 2016. proposed for efficient and safe exploration by rovers. The original path may result the rover to follow a trajectory [9] K.Otsu,, M.Otsuki, G.Ishigami, T.Kubota (2013), Terrain Adaptive Detector Selection for Visual Odometry in that might cause a collision to obstacles. Therefore, a Natural Scenes, Advanced Robotics, Vol.27, Issue 18, new scheme is proposed to compensate waypoints by pp.1465-1476. using the latest measurement data[12]. [10] C.Cocaud, T.Kubota (2011), Development 4 of an Intelligent Simulator with SLAM Functions for Visual Autonomous landing on Small Celestial Bodies, Jounal of 5 CONCLUSION Advanced Computatonal Intelligence and Intelligence Informatics, Jc15-8-5046, Vol15, No.8, pp.1167-1174. This paper presented the near future lunar or planetary exploration plans in Japan. Then this paper introduced [11] K.Otsu, T.Kubota (2015), Energy-aware Terrain Analysis for Mobile Robot Exploration, 10th Conference on Field JAXA AI and robotics technology for deep space and Service Robotics (FSR). exploration. Especially newly developed robots and intelligent SLAM technology were presented in this [12] G.Ishigami, M.Otsuki, T.Kubota (2013), Range-Dependent Terrain Mapping and Multi-path Planning using Cylindrical paper. ISAS/JAXA is currently updating the space Coordinates for Planetary Exploration Rover, Journal of exploration programs. Japanese space robotics Field Robotics, Vol.30, Issue 4, pp.536-551.