Abstract
The development of underwater exploration robots is expected for the biological research of aquatic life. In particular, biomimetic robots are possible to investigate aquatic organisms without affecting them seriously. A Manta robot has been already developed by mimicking the pectoral fin of the manta ray. Note however that it is difficult to obtain the self-position data, because small AUVs like a Manta robot can't communicate underwater with radio waves. As one approach to obtain the self-position data, a method of using optical flow is constructed in this paper. The amount of movement of the robot is estimated by using the optical flow obtained from a monocular camera, when the robot moves around an underwater structure or the bottom of the sea. Furthermore, after evaluating the influence of pitch motion of a Manta robot on the detection of an optical flow, an optical flow acquisition method is proposed using a noise removal filter and a gimbal mechanism to reduce such an influence on the detection. Finally, the effectiveness of the proposed method is confirmed by actual experiments.
Original language | English |
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Title of host publication | 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 182-185 |
Number of pages | 4 |
Volume | 2017-November |
ISBN (Electronic) | 9784907764579 |
DOIs | |
Publication status | Published - Nov 10 2017 |
Event | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan Duration: Sept 19 2017 → Sept 22 2017 |
Other
Other | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
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Country/Territory | Japan |
City | Kanazawa |
Period | 9/19/17 → 9/22/17 |
Keywords
- Manta robot
- Optical flow
- Self-position estimation
ASJC Scopus subject areas
- Computer Science Applications
- Control and Optimization
- Control and Systems Engineering
- Instrumentation