Development of a vision-based situational awareness capability for unmanned surface vessels
Toh, Ying Jie Benjemin
MetadataShow full item record
The current generations of unmanned surface vessels (USVs) are reliant on the human operator for collision avoidance. This reliance poses a constraint on the operational envelope of the USV as it requires a high bandwidth and low latency communication link between the USV and control station. This thesis adopts a systems engineering approach in identifying the capability gap and the factors that drive the need for a USV with autonomous capability. An algorithm employing edge detection and morphological structuring methods is developed in this thesis to explore the feasibility of using a computer vision--based technique to provide a situational awareness capability, which is required to achieve autonomous navigation. The algorithm was tested with both color video imagery and infrared video imagery, and the results obtained from processing the images demonstrated the viability of using this information to provide situational awareness to the USV. It is recommended that further work be done to improve the robustness of the algorithm.
RightsCopyright is reserved by the copyright owner.
Showing items related by title, author, creator and subject.
Zyda, Michael J. (Monterey, California. Naval Postgraduate School, 1984-09); NPS-52-84-013We present in this study the architectural specification and feasibility determination for a real-time contour display generator. We begin by examining a recently reported, highly decomposable algorithm for contour surface ...
Computer simulation studies of multiple broadband target localization via frequency domain beamforming for planar arrays Behrle, Charles D. (Monterey, California. Naval Postgraduate School, 1988-03);Computer simulation studies of a frequency domain adaptive beamforming algorithm are presented. These simulation studies were conducted to determine the multiple broadband target localization capability and the full angular ...
Das, Arijit (Monterey, California: Naval Postgraduate SchoolMonterey, California. Naval Postgraduate School, 2019-12); NPS-19-N065-AThe ExMCM is a broad program providing an innovative approach to the Mine Warfare mission area, required to operate with both U.S Navy and U.S. Marine Corps forces. The large number of sonar imagery files (from the MK18 ...