Takeshi Nakatani (Beacon Associate Editor and Team Leader), Takeshi Ohki, Yuya Nishida, Blair Thornton (Beacon Associate Editor); Team KUROSHIO Board of Directors

Team KUROSHIO is a joint research team taking on a global competition “Shell Ocean Discovery XPRIZE.” Among the 32 teams from all over the world, Team KUROSHIO finished 2nd in the grand-final, and were awarded the runner-up prize. The team members come from eight different organizations, including government research institutes, universities, and private companies*1, all with a background and passion for marine robotics, sensing and deep-sea exploration.
The ocean covers 71.1% of the Earth’s surface, but to date, only around 10% of the ocean floor has been mapped. In other words, we do not really know what is out there for about two-thirds of the surface of our own planet. The competition challenged teams to think differently, and advance deep sea technologies for autonomous, fast, high-resolution ocean exploration. This article introduces our team’s story, and reports on our testing in the final round held in Kalamata, Greece in December 2018.

Our journey started 1009 days before the prize ceremony, on the Island of Maui, Hawaii, on 25 August 2015. A member of what would become Team KUROSHIO had just presented some data collected by a Japanese Underwater Vehicle in the Iheya North Field, off the coast of Okinawa. Jyotika Virmani, Executive Director at XPRIZE, came up to us and told us about the new concept she was developing, an XPRIZE competition for deep-sea mapping. At the time, the details were still being worked on, but what was for certain was that it would involve mapping huge areas of the seafloor using underwater robots, probably several of them. In December 2015, the XPRIZE was announced, and Team KUROSHIO was born. The challenge set was for robots to map a huge region of 500 square kilometers, the size of a large city, at a resolution high enough to spot a car, at a depth deeper than the height of mount Fuji. The real challenge was that this all had to be done in 24 hours, with no ships or people to support the robots during the entire operation.

Team KUROSHIO started out as a series of meetings where a handful of young engineers met and brainstormed. We exchanged hundreds of ideas, drew thousands of sketches, we challenged each other and ruthlessly eliminated concepts that weren’t robust. We also realized that the challenge required more than just good technology. It required us to be organized. We formed a board of directors, a development group, an operations group, and management and communications teams. We grew from a handful of young engineers into a team of more than 30 engineers, administrators and publicists spanning academia, government and industry.
Through the three-years of international competition, there were three gateways teams had to battle through. The first, was the technical proposal and document review. Next was the Round 1 technology readiness test, which included hardware demonstrations in water. The final gateway, Round 2, was the sea-trials. The Round 1 technology readiness test was held from November 2017 to January 2018. The competition judge evaluated each team’s technology across 11 criteria, in each team’s home country. Round 2 tests were held from November to December 2018, where eight teams, including Team KUROSHIO, had advanced to the final stage. The competition judges evaluated each team’s seafloor survey performance through sea trials in the Mediterranean Sea.
The mission requirements of Round 2 testing are as follows:
- Operators have to stay onshore, operate the team’s survey system from a land-based mission control center.
- The entire survey system has to fit into single 40 ft container.
- The survey system has to be launched and recovered from a shore base and make their own way to the survey site.
- The teams need to acquire bathymetry of 5 m resolution horizontally and 0.5 m resolution vertically at the site. Several seafloor images also have to be captured.
- The survey system has to acquire a minimum of 250km2 of bathymetry up to 4,000 m depth in 24 hours.
- The seafloor map must be extracted, processed and outputs submitted within 48 hours.

To satisfy the above missions, Team KUROSHIO proposed a compact and mobile suite consisting of multiple robotic systems capable of fast and ultra-wide area bathymetric survey without a crewed support vessel. The proposed system consists of two autonomous underwater vehicles (AUVs), an autonomous surface vehicle (ASV), and ground mission control. The proposed system includes a system that enables towing, deployment and recovery of AUVs by an ASV without the support of a crew. The ASV can tow multiple AUVs from shore to the competition area and release the AUVs once at the site. The released AUVs dive down to an altitude of ~100m and follow pre-programmed waypoints. The land-based operators monitor the AUVs’ status via the telemetry suite on the ASV, which communicates with the AUVs using underwater acoustics, and communicates with the land-based operators through satellite communication. The bathymetry data is saved on hard disks inside AUVs, which are extracted and processed after the AUV recovery.
Team KUROSHIO conducted Round 2 testing between December 9-19, 2018, in the midst of the Greek rainy season, with spurts of activity taking place between thunderstorms and gales.
12/1: Team departs for Greece.
12/10-: Final systems tests for robot mission control. Decision made to carry out Round 2 testing with our ASV and the AUV-NEXT due to hardware trouble.
12/16: Round 2 testing off Kalamata. The ASV towed the AUV 15 nautical miles to the competition area and then released the AUV. Subsequently, the AUV started seafloor survey for 24 hours.
12/17: After 24 hours, the AUV finished the survey and returned to the mission control, the port of Kalamata. The acquired date was extracted from hard disks inside the AUV and was handed over to the team’s data processing group.
12/19: Team completed the data processing and submitted the data products to the judges.
We succeeded in acquiring bathymetry data over a 5 by 33.5 km region, at 1 m lateral resolution using AUV-NEXT’s multibeam sonar. Several side scan images were also acquired and submitted.
On May 31, 2019, the Shell Ocean Discovery XPRIZE award ceremony was held at Oceanographic Museum of Monaco. XPRIZE announced that team KUROSHIO won the runner-up prize in the Grand final and awarded our team the “official” prize of $1M and a trophy, where the latter was unfortunately held in customs.





We appreciate the XPRIZE foundation and Royal Dutch shell for the opportunity that they have provided us and the marine research community. We thank our sponsors, suppliers and supporters. It was an intense, unforgettable, and valuable experience. For us, the “real” prize was the journey XPRIZE took us on; the sense of achievement in seeing ideas that were first sketched on scraps of paper play out in Kalamata for the whole world to see; the thousands of supporters following our activities on Facebook and twitter and the tens of thousands of likes we got on YouTube; the fact that marine robotics has become a more familiar term to everyday people around the world; and most importantly, the opportunity it gave for the members of Team KUROSHIO to work closely alongside each other, because these people are the community of engineers, operators, administrators and publicists who will drive the next generation of marine robotics research in Japan.



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.