教員一覧 List of faculty members
YAMADA Yasufumi 准教授
YAMADA, Yasufumi Associate Professor
YAMADA Yasufumi Associate professor
YAMADA YasufumiBelongs:
Department of Complex and Intelligent Systems; Complex Systems Information Science
Field of Study
Echolocation, acoustics, mathematical biology, animal behavior, biomimeticsPrevious employment/history
Hiroshima UniversitySubjects in charge (undergraduate)
Probability theory, algorithms and data structures, programming fundamentals, exercises in complex systems scienceBachelor of Science
Doctor (Engineering)
YAMADA, Yasufumi Associate Professor
Affiliation:
Department of Complex and Intelligent Systems
Research Fields
Echolocation, Bio-acoustics, Mathematical biology, Bio-inspired roboticsAcademic Background
Hiroshima UniversitySubjects in Charge (Undergraduate)
Probability Theory, Algorithms and Data Structures, Basic Programming, Exercise on Complex SystemsDegree
Ph. D(Engineering)Research Projects
Bats emit ultrasonic pulses and use echolocation—listening to and analyzing reflected sounds from their surroundings—to perceive three-dimensional space, enabling real-time, high-speed flight navigation that surpasses current engineering systems. My research primarily focuses on the application of bat ultrasonic sensing from a comprehensive perspective encompassing mathematics, animal behavior, and engineering. I propose engineering applications by mathematically translating bat behavioral patterns and integrating them into actual devices such as drones, while also striving to understand the advantages of the unique biological functions hidden behind their behavior.
The appeal of research
"Under the banner of freedom and autonomy, grown adults engage in a battle of wits with the natural sciences." This is where I find the romance of research. Furthermore, once your findings are accepted as an international original research paper, you can search and read them anytime, anywhere on Google Scholar. These databases will not disappear even after we are gone. In other words, your living proof will remain forever as a small page in the history of human intellect. Don't you think there is value in that that makes it worth giving your all?
Achievements
History of committee memberships in academic societies
- Review editor, Frontiers in Robotics and AI (2023 2023 -the current)
- Member of the Committee Management Committee, Autonomous Distributed Systems Division, Systems and Information Section, Society of Instrument and Control Engineers (2022 2022 -the current)
- Member of the Committee Management Committee (Chairperson of the Committee's Research Group) of the Autonomous Distributed Systems Division, Systems and Information Section, Society of Instrument and Control Engineers (2019 2019 -2020 2020 )
Awards
- Best Poster Presentation Award at the Interdisciplinary and Inter-Industry Research Exchange Meeting for Young Researchers in Mathematics and Mathematical Sciences2020 2020 )
- The Acoustical Society of Japan Autumn Research Conference Student Excellent Presentation Award2016 2016 )
- NOLTA Best Paper Award Winner2016 2016 )
- The 31st Annual Meeting of the Japanese Society for Animal Behavior: Poster Award2012 2012 )
- The 14th Annual Meeting of the Acoustical Society of Japan, Kansai Branch, Young Researchers' Exchange and Research Presentation Meeting, Encouragement Award (2011 2011 )
- 海洋音響学会 2011 2011 Outstanding Paper Presentation Award (2011 2011 )
Grant-in-Aid for Science Research as a Representative
- Japan Society for the Promotion of Science: Grant-in-Aid for Science Research (Young Scientists)2022 2022 -2025 2025 )
- Grants-in-Aid for Scientific Research (Young Scientists)2019 2019 -2022 2022 )
- Japan Society for the Promotion of Science: Grant-in-Aid for Science Research (Support for Starting Research Activities)2017 2017 -2019 2019 )
- Japan Society for the Promotion of Science: Research Fellowship for Scientific Research (DC2)2014 2014 -2016 2016 )
Major publications and papers
- T. Hiraga, Y. Yamada*(corresponding), R. Kobayashi: “Theoretical investigation of active listening behavior based on the echolocation of CF-FM bats”, PLOS comp. biol., 18(10), e1009784 (DOI: 10.1371/journal.pcbi.1009784), 2022.
- Y. Teshima*, Y. Yamada, T. Tsuchiya, O. Heim, S. Hiryu: “Analysis of echolocation behavior of bats in “echo space” using acoustic simulation”, BMC Biology 20(1): 1-12 (DOI: 10.1186/s12915-022-01253-y), 2022.
- K. Fujimori, B. Raytchev, K. Kaneda, Y. Yamada, Y. Teshima, E. Fujioka, S. Hiryu, T. Tamaki*: “Localization of flying bats from multichannel audio signals by estimating location map with convolutional neural networks”, Journal of Robotics and Mechatronics, 33(3), 515-525 (DOI: 10.20965/jrm.2021.p0515), 2021.
- Y. Yamada*, Y. Mibe, Y. Yamamoto, K. Ito, O. Heim, S. Hiryu: “Modulation of acoustic navigation behavior by spatial learning in the echolocating bat Rhinolophus ferrumequinum nippon”, Scientific reports 10.1: 1-15 (DOI: 10.1038/s41598-020-67470-z), 2020.
- Y. Yamada*, Y. Watabe, S. Hiryu, R. Kobayashi: “3D Acoustic Localization Based on Echolocation Strategy of Bats”, Proceedings of 2020 IEEE/SICE International Symposium on System Integration: 1133-1138 (DOI: 10.1109/SII46433.2020.9025937), 2020.
- SJ Yamazaki, K. Ohara, K. Ito, N. Kokubun, T. Kitanishi, D. Takaichi, Y. Yamada, Y. Ikejiri, F. Hiramatsu, K. Fujita, Y. Tanimoto, A. Yamazoe-Umemoto, K. Hashimoto, K. Sato, K. Yoda, A. Takahashi, Y. Ishikawa, A. Kamikouchi, S. Hiryu, T. Maekawa and KD Kimura*: “STEFTR: A Hybrid Versatile Method for State Estimation and Feature Extraction From the Trajectory of Animal Behavior”. Frontiers in neuroscience, 13 (article 626): 1-23 (DOI: 10.3389/fnins.2019.00626), 2019.
- Y. Yamada*, K. Ito, T. Tsuji, K. Otani, R. Kobayashi, Y. Watanabe, S. Hiryu: “Ultrasound navigation based on minimally designed vehicle inspired by the bio-sonar strategy of bats”, Journal of Advanced Robotics, 33: 169-182 (DOI: 10.1080/01691864.2019.1573470), 2019.
- Y. Yamada*, K. Ito, R. Kobayashi, S. Hiryu: “Practical and Numerical Investigation on a Minimal Design Navigation System of Bats”, Proceedings of Distributed, Ambient and Pervasive Interactions, 10921: 296-315 (DOI: 10.1007/978-3-319-91125-0_26), 2018.
- Y. Yamada*, K. Ito, R. Kobayashi, S. Hiryu: “Obstacle avoidance navigation system for cheap design sensing inspired by bio-sonar navigation of bats”, 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE). IEEE: 3-6 (DOI: 10.23919/SICE.2017.8105502), 2017.
- Y. Yamada, S. Hiryu*, Y. Watanabe: “Species-specific control of acoustic gaze by echolocating bats, Rhinolophus ferrumequinum nippon and Pipistrellus abramus, during flight”, J. Comp.Physiol. A, 202: 791-801 (DOI: 10.1007/s00359-016-1121-0), 2016.
- Y. Yamada*, K. Ito, A. Oka, S. Tateiwa, T. Ohta, R. Kobayashi, S. Hiryu, Y. Watanabe: “Obstacle-Avoidance Navigation by an Autonomous Vehicle Inspired by a Bat Biosonar Strategy”, Proceedings of Biomimetic and Biohybrid Systems, 9222: 135-144 (DOI:10.1007/978-3-319-22979-9_14), 2015.
- I. Aihara*, Y. Yamada, E. Fujioka, S. Hiryu: “Nonlinear Dynamics in Free Flight of an Echolocating Bat.” Journal of Nonlinear Theory and Its Applications IEICE, 6: 313-328 (DOI:10.1587/nolta.6.313), 2014.
- Y. Yamada, A. Oka, S. Hiryu*, T. Ohta, H. Riquimaroux, Y. Watanabe: “Investigation of acoustic gaze strategy by Pipistrellus abramus and Rhinolophus ferrumequinum nippon during obstacle avoidance flight”, Proceedings of Meetings on Acoustics, 19: 1-9 (DOI: 10.1121/1.4800960),2013.
- N. Matsuta, S. Hiryu*, E. Fujioka, Y. Yamada, H. Riquimaroux, Y. Watanabe: “Adaptive beam-width control of echolocation sounds by CF–FM bats, Rhinolophus ferrumequinum nippon, during prey-capture flight”, J. Exp. Biol., 216: 1210-1218 (DOI: 10.1242/jeb.081398), 2013.
Research Contents
I’m interested in the bio-sonar strategies employed by bats. They accomplish the 3D acoustic navigation in real time by using simple designed sonar system consist of 1 transmitter and 2 receivers. My purpose is to understand the active sensing ingenuity of the bats and apply the bio-inspired navigation system to the autonomous flying drones.
Attractive Factors of My Research
“Done is betterthan perfect” This is a quote from from Zuckerberg.In classroom lecture, teacher always give you the solvable questions and solving method. But in research, you have to make up ploblem and solve it by yourself. I think these are the most atractive points of research activity. In these tasks, Zuckerberg’s words will help you.
Achievement
- Committee memberships: review editor, Frontiers in Robotics and AI (2023-present); committee member, Autonomous and Distributed Systems Subcommittee (2022-present);
- Awards: Best Poster Presentation Award, Interdisciplinary and Inter-industry Research Exchange for Young Researchers in Mathematics and Mathematical Sciences (2020); Best Student Presentation Award, Acoustical Society of Japan Fall Meeting (2016); NOLTA Best Paper Award (2016); Poster Award, 31st Annual Meeting of the Japanese Society for Animal Behavior ( 2012), Best Paper Presentation Award of the Marine Acoustics Society of Japan (2011).
- Scientific research funds as a representative: JSPS: Grant-in-Aid for Young Scientists (2022-2025), Grant-in-Aid for Young Scientists (2019-2022), JSPS: Grant-in-Aid for Scientific Research (Research Activity Start-up Support) (2017-2019), JSPS: Special Fellowship (DC2) (2014-2016)
Major Books and Papers
- T. Hiraga, Y. Yamada*(corresponding), R. Kobayashi: “Theoretical investigation of active listening behavior based on the echolocation of CF-FM bats”, PLOS comp. biol., 18(10), e1009784 (DOI: 10.1371/journal.pcbi.1009784), 2022.
- Y. Teshima*, Y. Yamada, T. Tsuchiya, O. Heim, S. Hiryu: “Analysis of echolocation behavior of bats in “echo space” using acoustic simulation”, BMC Biology 20(1): 1-12 (DOI: 10.1186/s12915-022-01253-y), 2022.
- K. Fujimori, B. Raytchev, K. Kaneda, Y. Yamada, Y. Teshima, E. Fujioka, S. Hiryu, T. Tamaki*: “Localization of flying bats from multichannel audio signals by estimating location map with convolutional neural networks”, Journal of Robotics and Mechatronics, 33(3), 515-525 (DOI: 10.20965/jrm.2021.p0515), 2021.
- Y. Yamada*, Y. Mibe, Y. Yamamoto, K. Ito, O. Heim, S. Hiryu: “Modulation of acoustic navigation behaviour by spatial learning in the echolocating bat Rhinolophus ferrumequinum nippon”, Scientific reports 10.1: 1-15 (DOI: 10.1038/s41598-020-67470-z), 2020.
- Y. Yamada*, Y. Watabe, S. Hiryu, R. Kobayashi: “3D Acoustic Localization Based on Echolocation Strategy of Bats”, Proceedings of 2020 IEEE/SICE International Symposium on System Integration: 1133-1138 (DOI: 10.1109/SII46433.2020.9025937), 2020.
- S. J. Yamazaki, K. Ohara, K. Ito, N. Kokubun, T. Kitanishi, D. Takaichi, Y. Yamada, Y. Ikejiri, F. Hiramatsu, K. Fujita, Y. Tanimoto, A. Yamazoe-Umemoto, K. Hashimoto, K. Sato, K. Yoda, A. Takahashi, Y. Ishikawa, A. Kamikouchi, S. Hiryu, T. Maekawa and K. D. Kimura*: “STEFTR: A Hybrid Versatile Method for State Estimation and Feature Extraction From the Trajectory of Animal Behavior”. Frontiers in neuroscience, 13 (article 626): 1-23 (DOI: 10.3389/fnins.2019.00626), 2019.
- Y. Yamada*, K. Ito, T. Tsuji, K. Otani, R. Kobayashi, Y. Watanabe, S. Hiryu: “Ultrasound navigation based on minimally designed vehicle inspired by the bio-sonar strategy of bats”, Journal of Advanced Robotics, 33: 169-182 (DOI: 10.1080/01691864.2019.1573470), 2019.
- Y. Yamada*, K. Ito, R. Kobayashi, S. Hiryu: “Practical and Numerical Investigation on a Minimal Design Navigation System of Bats”, Proceedings of Distributed, Ambient and Pervasive Interactions, 10921: 296-315 (DOI: 10.1007/978-3-319-91125-0_26), 2018.
- Y. Yamada*, K. Ito, R. Kobayashi, S. Hiryu: “Obstacle avoidance navigation system for cheap design sensing inspired by bio-sonar navigation of bats”, 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE). IEEE: 3-6 (DOI: 10.23919/SICE.2017.8105502),2017.
- Y. Yamada, S. Hiryu*, Y. Watanabe: “Species-specific control of acoustic gaze by echolocating bats, Rhinolophus ferrumequinum nippon and Pipistrellus abramus, during flight”, J. Comp.Physiol. A, 202: 791-801 (DOI: 10.1007/s00359-016-1121-0), 2016.
- Y. Yamada*, K. Ito, A. Oka, S. Tateiwa, T. Ohta, R. Kobayashi, S. Hiryu, Y. Watanabe: “Obstacle-Avoidance Navigation by an Autonomous Vehicle Inspired by a Bat Biosonar Strategy”, Proceedings of Biomimetic and Biohybrid Systems, 9222: 135-144 (DOI:10.1007/978-3-319-22979-9_14), 2015.
- I. Aihara*, Y. Yamada, E. Fujioka, S. Hiryu: “Nonlinear Dynamics in Free Flight of an Echolocating Bat.” Journal of Nonlinear Theory and Its Applications IEICE, 6: 313-328 (DOI:10.1587/nolta.6.313), 2014.
- Y. Yamada, A. Oka, S. Hiryu*, T. Ohta, H. Riquimaroux, Y. Watanabe: “Investigation of acoustic gaze strategy by Pipistrellus abramus and Rhinolophus ferrumequinum nippon during obstacle avoidance flight”, Proceedings of Meetings on Acoustics, 19: 1-9 (DOI: 10.1121/1.4800960),2013.
- N. Matsuta, S. Hiryu*, E. Fujioka, Y. Yamada, H. Riquimaroux, Y. Watanabe: “Adaptive beam-width control of echolocation sounds by CF–FM bats, Rhinolophus ferrumequinum nippon, during prey-capture flight”, J. Exp. Biol., 216: 1210-1218 (DOI: 10.1242/jeb.081398), 2013.
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