TY - JOUR
T1 - Guidelines for practical navigation systems based on wide-field-integration of optic flow
AU - Kobayashi, Naoto
AU - Bando, Mai
AU - Hokamoto, Shinji
AU - Kubo, Daisuke
N1 - Funding Information:
This work was supported by Japan Society for the Promotion of Science (JSPS) KAKENHI Grant‐in‐Aid for JSPS Research Fellow No. 18J11084.
Publisher Copyright:
© 2020 Chinese Automatic Control Society and John Wiley & Sons Australia, Ltd
PY - 2021/9
Y1 - 2021/9
N2 - This paper shows some guidelines to improve the estimation accuracy of a navigation system, which is based on wide-field-integration (WFI) of optic flow. Optic flow is a vector field of relative velocities obtained by photoreceptors in image sensors, and WFI of optic flow enables motion estimation robust by integrating wide range of optic flow. Since the system has several attractive features (small size, light weight, and low computation), it is applicable to an autonomous control system of micro air vehicles. However, due to some restrictions of real systems, WFI of optic flow theory should be applied while considering sensor arrangement for better estimation. In this paper, first an adequate number and adequate optical-axes of image sensors are investigated. Then, a new estimation system combining a gyro sensor with WFI of optic flow is discussed by numerical simulations. Finally, the essential effect for the number of cameras are verified in experiments.
AB - This paper shows some guidelines to improve the estimation accuracy of a navigation system, which is based on wide-field-integration (WFI) of optic flow. Optic flow is a vector field of relative velocities obtained by photoreceptors in image sensors, and WFI of optic flow enables motion estimation robust by integrating wide range of optic flow. Since the system has several attractive features (small size, light weight, and low computation), it is applicable to an autonomous control system of micro air vehicles. However, due to some restrictions of real systems, WFI of optic flow theory should be applied while considering sensor arrangement for better estimation. In this paper, first an adequate number and adequate optical-axes of image sensors are investigated. Then, a new estimation system combining a gyro sensor with WFI of optic flow is discussed by numerical simulations. Finally, the essential effect for the number of cameras are verified in experiments.
UR - http://www.scopus.com/inward/record.url?scp=85087285877&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85087285877&partnerID=8YFLogxK
U2 - 10.1002/asjc.2363
DO - 10.1002/asjc.2363
M3 - Article
AN - SCOPUS:85087285877
SN - 1561-8625
VL - 23
SP - 2381
EP - 2392
JO - Asian Journal of Control
JF - Asian Journal of Control
IS - 5
ER -