Kenichi Fujita, Yuya Hamamatsu and Hiroya Yatagai (The University of Tokyo)
The “Team Clairvoyance”, the student team from the University of Tokyo for underwater robot competitions, got the Dean’s Award, Graduate School of Frontier Sciences. This is the story of what we did this year. Enjoy the story!
- Introduction
“Team Clairvoyance” consists of master course students in the Maki Laboratory, Institute of Industrial Science, the University of Tokyo. The goal of our team is to learn and develop underwater technologies, especially for Autonomous Underwater Vehicles. To achieve this goal we participated in the underwater robot competitions and learned engineering skills through communications with students from overseas. In addition to just joining the competitions, we also presented, what we felt and what we learned at the competitions, at a domestic forum supported by IEEE/OES Japan chapter.
Our graduate school recognized our efforts and gave the Dean’s Award to us at the degree conferral ceremony held on March 23, 2020. Here, we would like to introduce our team and some of the achievements.


- The Origin of the team name
The word “clairvoyance” is defined as “the power to see the future or to see things that other people cannot see” in the Cambridge dictionary. We named our team “Team Clairvoyance” for the following two reasons. First, we wanted to make an AUV that accurately analyzes and navigates its surroundings, even in underwater environments where visibility is poor. Second, the word clairvoyance happens to be the direct translation of the name of one of Japan’s most famous and delicious ramen shops, Ramen Senrigan (千里眼) (Figure 1), which is just 5 minutes apart from our laboratory. The noodle encouraged our daily activities a lot and we like it too much.


- OTO’18
Team Clairvoyance attended the two major events, OTO’18 and SAUVC 2019. First, we would like to explain about OTO’18(OCEANS’18 MTS/IEEE Kobe / Techno-Ocean)[2]. Shortly after starting our master course, we competed in the OTO’18 Underwater Robots Competition (AUV class) in Kobe, Japan. In this competition, three teams competed: a team from the Kyushu Institute of Technology, a team from Kyushu Polytech, and us. In this competition, the teams competed for the achievement of the eight missions and required time. Figure 2 shows our AUV ‘Minty Roll’ at one of the missions. The missions are as follows:
(1) Unattended launch.
(2) Passing through the gate
(3) Landing
(4) Dropping the weight
(5) Touching the buoy
(6) Approaching the target
(7) Homecoming.
(8) Unattended recovery
Although it is evident that using expensive equipments such as DVL makes the challenge easy, we have focused on navigation using inexpensive equipment such as IMUs and cameras. Our AUV (Minty Roll, Figure 3) behaved consistently without major problems and won the first prize in the competition.


- SAUVC
After winning at OTO’18, our focus moved to SAUVC (Singapore Autonomous Underwater Robots Challenge), one of the major international competitions of underwater robots. It did not take a long time to decide to participate in the competition. We were eager to join SAUVC, but at that time, we did not have enough funds. We had started to give up on joining the competition when, fortunately, the OES Japan chapter started a scholarship for SAUVC. We applied for the scholarship and were finally selected. We would like to say a big thanks to the OES Japan chapter. SAUVC consists of three rounds. The first round was a video review of the AUVs to see if they worked correctly. 61 teams applied to the first round and 15 teams were selected. Our team made it through this and was qualified to join the second round held in March 2019 in Singapore. A lot of our efforts went to improve the stability of the control, making use of our experience in OTO’18. In the second round, the time to get through the gate was contested. Each team put their effort to reduce the time to get through the gate. Our AUV was able to pass through the gate, but not fast enough to advance to the final round (Figure 4, Figure 5).
Our failure in the second round partly comes from a strategic mistake. We paid more attention to stabilization of the ccontrol than the speed of the AUV. The shape and weight of our AUV was not optimized for speed, although it was well designed for stable control. This was our first time participating in the SAUVC and breaking through the first round as a Japanese team. We learned a lot from other teams. We had a lot of chances to actively ask questions about other teams’ technologies. It was a very valuable experience for us (Figure 6).


After coming back from SAUVC, we shared what we have learned through these experiences, for example through OES BEACON and a domestic symposium[4] on underwater technology held in fall 2019 (Figure 7). We strongly believe that our experience is helpful for future challengers for SAUVC and other underwater robot competitions.
- Conclusions
In recognition of these achievements, we won the Dean’s Award from the Graduate School of Frontier Sciences of the University of Tokyo (Figure 8) for our significant contribution to international exchange through technical exchanges through the underwater robot contests. We hope our activities encourage Japanese students and researchers to deepen their interest in underwater robots.
- Acknowledgments
The authors would like to thank Prof. Toshihiro Maki, Institute of Industrial Science, the University of Tokyo, and Ms. Harumi Sugimatsu, OES Japan chapter for their support for our activities.
References
- Ramen Senrigan Twitter @senrigaaan https://twitter.com/senrigaaan/status/1256038596680642561 (accessed 2020-05-11)
- OCEANS’18 MTS/IEEE Kobe / Techno-Ocean
http://www.oceans18mtsieeekobe.org/underwater-robots-competition/ (accessed 2020-05-11)
- Singapore AUV Challenge, https://sauvc.org/ (accessed 2020-05-11)
- Undersea Engineering Forum zero
http://seasat.iis.u-tokyo.ac.jp/UTforum/ (accessed 2020-05-11)


Dr. James V. Candy is the Chief Scientist for Engineering and former Director of the Center for Advanced Signal & Image Sciences at the University of California, Lawrence Livermore National Laboratory. Dr. Candy received a commission in the USAF in 1967 and was a Systems Engineer/Test Director from 1967 to 1971. He has been a Researcher at the Lawrence Livermore National Laboratory since 1976 holding various positions including that of Project Engineer for Signal Processing and Thrust Area Leader for Signal and Control Engineering. Educationally, he received his B.S.E.E. degree from the University of Cincinnati and his M.S.E. and Ph.D. degrees in Electrical Engineering from the University of Florida, Gainesville. He is a registered Control System Engineer in the state of California. He has been an Adjunct Professor at San Francisco State University, University of Santa Clara, and UC Berkeley, Extension teaching graduate courses in signal and image processing. He is an Adjunct Full-Professor at the University of California, Santa Barbara. Dr. Candy is a Fellow of the IEEE and a Fellow of the Acoustical Society of America (ASA) and elected as a Life Member (Fellow) at the University of Cambridge (Clare Hall College). He is a member of Eta Kappa Nu and Phi Kappa Phi honorary societies. He was elected as a Distinguished Alumnus by the University of Cincinnati. Dr. Candy received the IEEE Distinguished Technical Achievement Award for the “development of model-based signal processing in ocean acoustics.” Dr. Candy was selected as a IEEE Distinguished Lecturer for oceanic signal processing as well as presenting an IEEE tutorial on advanced signal processing available through their video website courses. He was nominated for the prestigious Edward Teller Fellowship at Lawrence Livermore National Laboratory. Dr. Candy was awarded the Interdisciplinary Helmholtz-Rayleigh Silver Medal in Signal Processing/Underwater Acoustics by the Acoustical Society of America for his technical contributions. He has published over 225 journal articles, book chapters, and technical reports as well as written three texts in signal processing, “Signal Processing: the Model-Based Approach,” (McGraw-Hill, 1986), “Signal Processing: the Modern Approach,” (McGraw-Hill, 1988), “Model-Based Signal Processing,” (Wiley/IEEE Press, 2006) and “Bayesian Signal Processing: Classical, Modern and Particle Filtering” (Wiley/IEEE Press, 2009). He was the General Chairman of the inaugural 2006 IEEE Nonlinear Statistical Signal Processing Workshop held at the Corpus Christi College, University of Cambridge. He has presented a variety of short courses and tutorials sponsored by the IEEE and ASA in Applied Signal Processing, Spectral Estimation, Advanced Digital Signal Processing, Applied Model-Based Signal Processing, Applied Acoustical Signal Processing, Model-Based Ocean Acoustic Signal Processing and Bayesian Signal Processing for IEEE Oceanic Engineering Society/ASA. He has also presented short courses in Applied Model-Based Signal Processing for the SPIE Optical Society. He is currently the IEEE Chair of the Technical Committee on “Sonar Signal and Image Processing” and was the Chair of the ASA Technical Committee on “Signal Processing in Acoustics” as well as being an Associate Editor for Signal Processing of ASA (on-line JASAXL). He was recently nominated for the Vice Presidency of the ASA and elected as a member of the Administrative Committee of IEEE OES. His research interests include Bayesian estimation, identification, spatial estimation, signal and image processing, array signal processing, nonlinear signal processing, tomography, sonar/radar processing and biomedical applications.
Kenneth Foote is a Senior Scientist at the Woods Hole Oceanographic Institution. He received a B.S. in Electrical Engineering from The George Washington University in 1968, and a Ph.D. in Physics from Brown University in 1973. He was an engineer at Raytheon Company, 1968-1974; postdoctoral scholar at Loughborough University of Technology, 1974-1975; research fellow and substitute lecturer at the University of Bergen, 1975-1981. He began working at the Institute of Marine Research, Bergen, in 1979; joined the Woods Hole Oceanographic Institution in 1999. His general area of expertise is in underwater sound scattering, with applications to the quantification of fish, other aquatic organisms, and physical scatterers in the water column and on the seafloor. In developing and transitioning acoustic methods and instruments to operations at sea, he has worked from 77°N to 55°S.
René Garello, professor at Télécom Bretagne, Fellow IEEE, co-leader of the TOMS (Traitements, Observations et Méthodes Statistiques) research team, in Pôle CID of the UMR CNRS 3192 Lab-STICC.
Professor Mal Heron is Adjunct Professor in the Marine Geophysical Laboratory at James Cook University in Townsville, Australia, and is CEO of Portmap Remote Ocean Sensing Pty Ltd. His PhD work in Auckland, New Zealand, was on radio-wave probing of the ionosphere, and that is reflected in his early ionospheric papers. He changed research fields to the scattering of HF radio waves from the ocean surface during the 1980s. Through the 1990s his research has broadened into oceanographic phenomena which can be studied by remote sensing, including HF radar and salinity mapping from airborne microwave radiometers . Throughout, there have been one-off papers where he has been involved in solving a problem in a cognate area like medical physics, and paleobiogeography. Occasionally, he has diverted into side-tracks like a burst of papers on the effect of bushfires on radio communications. His present project of the Australian Coastal Ocean Radar Network (ACORN) is about the development of new processing methods and applications of HF radar data to address oceanography problems. He is currently promoting the use of high resolution VHF ocean radars, based on the PortMap high resolution radar.
Hanu Singh graduated B.S. ECE and Computer Science (1989) from George Mason University and Ph.D. (1995) from MIT/Woods Hole.He led the development and commercialization of the Seabed AUV, nine of which are in operation at other universities and government laboratories around the world. He was technical lead for development and operations for Polar AUVs (Jaguar and Puma) and towed vehicles(Camper and Seasled), and the development and commercialization of the Jetyak ASVs, 18 of which are currently in use. He was involved in the development of UAS for polar and oceanographic applications, and high resolution multi-sensor acoustic and optical mapping with underwater vehicles on over 55 oceanographic cruises in support of physical oceanography, marine archaeology, biology, fisheries, coral reef studies, geology and geophysics and sea-ice studies. He is an accomplished Research Student advisor and has made strong collaborations across the US (including at MIT, SIO, Stanford, Columbia LDEO) and internationally including in the UK, Australia, Canada, Korea, Taiwan, China, Japan, India, Sweden and Norway. Hanu Singh is currently Chair of the IEEE Ocean Engineering Technology Committee on Autonomous Marine Systems with responsibilities that include organizing the biennial IEEE AUV Conference, 2008 onwards. Associate Editor, IEEE Journal of Oceanic Engineering, 2007-2011. Associate editor, Journal of Field Robotics 2012 onwards.
Milica Stojanovic graduated from the University of Belgrade, Serbia, in 1988, and received the M.S. and Ph.D. degrees in electrical engineering from Northeastern University in Boston, in 1991 and 1993. She was a Principal Scientist at the Massachusetts Institute of Technology, and in 2008 joined Northeastern University, where she is currently a Professor of electrical and computer engineering. She is also a Guest Investigator at the Woods Hole Oceanographic Institution. Milica’s research interests include digital communications theory, statistical signal processing and wireless networks, and their applications to underwater acoustic systems. She has made pioneering contributions to underwater acoustic communications, and her work has been widely cited. She is a Fellow of the IEEE, and serves as an Associate Editor for its Journal of Oceanic Engineering (and in the past for Transactions on Signal Processing and Transactions on Vehicular Technology). She also serves on the Advisory Board of the IEEE Communication Letters, and chairs the IEEE Ocean Engineering Society’s Technical Committee for Underwater Communication, Navigation and Positioning. Milica is the recipient of the 2015 IEEE/OES Distinguished Technical Achievement Award.
Dr. Paul C. Hines was born and raised in Glace Bay, Cape Breton. From 1977-1981 he attended Dalhousie University, Halifax, Nova Scotia, graduating with a B.Sc. (Hon) in Engineering-Physics.