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Visual SLAM using Local Bundle Optimization in Unstructured Seafloor Environment (국소 집단 최적화 기법을 적용한 비정형 해저면 환경에서의 비주얼 SLAM)

  • Hong, Seonghun;Kim, Jinwhan
    • The Journal of Korea Robotics Society
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    • v.9 no.4
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    • pp.197-205
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    • 2014
  • As computer vision algorithms are developed on a continuous basis, the visual information from vision sensors has been widely used in the context of simultaneous localization and mapping (SLAM), called visual SLAM, which utilizes relative motion information between images. This research addresses a visual SLAM framework for online localization and mapping in an unstructured seabed environment that can be applied to a low-cost unmanned underwater vehicle equipped with a single monocular camera as a major measurement sensor. Typically, an image motion model with a predefined dimensionality can be corrupted by errors due to the violation of the model assumptions, which may lead to performance degradation of the visual SLAM estimation. To deal with the erroneous image motion model, this study employs a local bundle optimization (LBO) scheme when a closed loop is detected. The results of comparison between visual SLAM estimation with LBO and the other case are presented to validate the effectiveness of the proposed methodology.

The Study of Selecting a Test Area for Validating the Proposal Specification of InSAS(Interferometric Synthetic Aperture Sonar) (간섭계측 합성개구소나 성능 평가를 위한 해상 시험장 선정에 관한 연구)

  • Park, Yosup;Kim, Seong Hyeon;Koh, Jieun
    • Journal of the Korea Institute of Military Science and Technology
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    • v.25 no.4
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    • pp.329-338
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    • 2022
  • This paper provides a case study of development testing and evaluation of design goal of Interferometric SAS (Synthetic Aperture Sonar) system that is developing supported by Civil-Military Technology Cooperation Center in offshore fields. For Deep water operating capabilities evaluation, We have surveyed candidate field, bathymetric mapping and target identification over 200 m depth, East Sea. In testing phase, We have provided environmental information of testing field include water column, seabed and weather condition in real time. And to compare excellency of developing InSAS, we have gather commercial imaging sonar system data with same target. This case study will support the Test Readiness Review of future underwater surveillance system developing via investigate marine testing field environment, testing facilities and planning.

Observation on the Seabed around Simheungteak Seamount near Dokdo and using Mini-ROV (소형 ROV를 활용한 독도 및 심흥택해산 해저면 탐사)

  • MIN, WON-GI;RHO, HYUN SOO;KIM, CHANG HWAN;PARK, CHAN HONG;KIM, DONGSUNG
    • The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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    • v.24 no.1
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    • pp.18-29
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    • 2019
  • ROV surveys were conducted using 500 meter mini class ROV with HD video camera, 2 LED lights, a simple manipulator and 8 thrusters near the Dokdo and Simheungtaek seamount. Total six dives have been conducted using the ROV "V8 SII" from Sweden and ROV's support ship, "KOSAL V" at 4 stations between 45 and 370 meters with diving time ranged from 30 to 120 minutes. Dense communities of sea anemone (Actinostolidae sp.) and ophiuroids (Ophiuridae sp.) on the surface of rocky bottom and snow crab on the soft bottom with muddy-sand were observed at northwestern part of Simheungtaek seamount. We obtained the following results 1) habitats information for snow crab, one of the major fisheries resources, and deep-sea fauna, 2) observation on the specific topography and sediment conditions, 3) observation of the seabed surface covered with the discarded fishing gears. This study represents the first report of in situ visual observation of deep-sea organisms and their habitats near the Dokdo slopes and flat top of the Simheungtaek seamount in the East Sea. These results indicated that immediate oceanographic survey using the mini class ROV is available in the East Sea.

$M^2$ MAC: MAC protocol for Real Time Robot Control System based on Underwater Acoustic Communication ($M^2$ MAC(Message Merging): 수중음파통신 기반의 실시간 로봇 제어 시스템을 위한 MAC 프로토콜)

  • Kim, Yung-Pyo;Park, Soo-Hyun
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.6
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    • pp.88-96
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    • 2011
  • Underwater acoustic communication is applicable in various areas, such as ocean data collection, undersea exploration and development, tactical surveillance, etc. Thus, robot control system construction used for underwater-robot like AUV or ROV is essential in these areas. In this paper, we propose the Message Merging MAC($M^2$-MAC) protocol, which is suitable for real time robot control system, considering energy efficiency in important parts of underwater acoustic sensor network constitution. In this proposed MAC protocol, gateway node receives the data from robot nodes according to the time slots that were allotted previously. And messages delivered from base-station are generated to one MAC frame by buffering process. Finally, generated MAC frames are broadcasted to all robot nodes in the cluster. Our suggested MAC protocol can also be hybrid MAC protocol, which is successful blend of contention based and contention-free based protocol through relevant procedure with Maintenance&Sleep (M&S) period, when new nodes join and leave as an orphan. We propose mathematical analysis model concerned about End-to-End delay and energy consumption, which is important factor in constructing real-time robot control system. We also verify the excellence of performance according to comparison of existing MAC protocols with our scheme.

A Sliding Mode Control of Robot Manipulator Operated Under the Sea (해저작업 로봇 매니퓰레이터의 슬라이딩 모드 제어)

  • Park, H.S.;Park, H.I.
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.12
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    • pp.106-113
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    • 1996
  • This paper presents a modeling of undersea robot manipulators and a control scheme appropriate for manipulating the manipulators working under the unstrcuctured sea water environment. Under the sea, the added mass and added moment of inertia, buoyancy, and drag forces should be considered in modeling the dynamics of the robot manipulators. Due to the complexity of them, the desired dynamics of manipulators can not be accomplished by the conventional control schemes. Hence, a sliding mode control is applied to control the modeling error.

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사고 분석 사례 - Queen of the North 좌초 -

  • Lee, Dong-Seop
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2011.06a
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    • pp.80-81
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    • 2011
  • Canada British Columbia 주의 Prince Rupert 와 Port Hardy(503km) 를 1주일에 2회 왕복하던 Queen of the North 호가 2006년 3월 22일 Gill Island 북쪽 해상에서 좌초되었다. 사고 후, 선박에 탑재된 Electronic Chart System(ECS)을 수거하여 선박의 항해자료를 회수키로하고, 2006년 6월 15일 해양탐사로봇을 이용하여 해저 약 453m 지점에 착저된 선박으로부터 ECS 컴퓨터를 수거하였고 Maker인 Transas사는 수거된 ECS의 Data를 복원하여 선주사에 재공하였다. 이에 따라 캐나다 교통안전국 (Transportation Safety Board of Canada)는 재현 결과물을 통하여 사고원인을 규명한 사건이다.

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Development of a Specialized Underwater Leg Convertible to a Manipulator for the Seabed Walking Robot CR200 (해저 보행 로봇 CR200을 위한 매니퓰레이터 기능을 갖는 다리 개발)

  • Kang, Hangoo;Shim, Hyungwon;Jun, Bong-Huan;Lee, Pan-Mook
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.8
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    • pp.709-717
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    • 2013
  • This paper presents the development of a specialized underwater leg with a manipulator function(convertible-to-arm leg) for the seabed walking robot named CRABSTER200(CR200). The objective functions of the convertible-to-arm leg are to walk on the seabed and to work in underwater for precise seabed exploration and underwater tasks under coastal area with strong tidal current. In order to develop the leg, important design elements including the degree of freedom, dimensions, mass, motion range, joint structure/torque/angular-speed, pressure-resistance, watertight capability and cable protection are considered. The key elements of the convertible-to-arm leg are realized through concept/specific/mechanical design and implementation process with a suitable joint actuator/gear/controller selection procedure. In order to verify the performance of the manufactured convertible-to-arm leg, a 25bar pressure-resistant and watertight test using a high-pressure chamber and a joints operating test with posture control of the CR200 are performed. This paper describes the whole design, realization and verification process for implementation of the underwater convertible-to-arm leg.

Study on Performance Evaluation of Subsea Waterjet Trenching Machine Using Water Tank (수조실험을 통한 해저지반 굴삭용 워터젯 장비의 성능평가에 관한 연구)

  • Na, Kyoung-Won;Jo, Hyo-Jae;Baek, Dong-Il;Hwan, Jae-Hyuk;Han, Sung-Hoon;Jang, Min-Suk;Kim, Jae-Heui
    • Journal of Ocean Engineering and Technology
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    • v.29 no.6
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    • pp.470-474
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    • 2015
  • The demand for subsea cables and pipelines that transfer marine energy resources onshore has recently increased. Laying these underground after trenching is one engineering method to stabilize exposed subsea cables and pipelines. This experimental study found the optimum conditions for operating two types of waterjet arms mounted on an ROV trencher. A waterjet arm for trenching the seabed was scaled down at a ratio of 1:6, and a comparative analysis was conducted using diverse parameters. The results of this research provide a practical fundamental database to assist in making decisions about the ROV trencher performance in advance.

Effects on Localization by the Period Variation of Measured Position (위치인식 신호획득 주기변화에 의한 위치추정값 영향)

  • Shin, Changjoo;Kwon, Osoon;Seo, Jungmin;Kang, Hyoun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.3
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    • pp.23-28
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    • 2019
  • A track type underwater construction robot(URI-R) which can trench on seabed is being developed by Korea Institute of Ocean Science & Technology. During the underwater trenching work, the robot is exposed high intensive noise and vibration so the underwater localization signal may not be obtained properly by the acoustic tracking system. Therefore it is necessary to research about continuous localization even though the measured position signal comes in intermittently. In this paper, the experiments were carried out on land to simulated the underwater operating environment characteristics. To estimate its position, inertial navigation system and global navigation satellite system are used. The effects of the period variation while localizing is investigated by the experiments, and the application for URI-R is proposed.

Engineering Students' Ethical Sensitivity on Artificial Intelligence Robots (공학전공 대학생의 AI 로봇에 대한 윤리적 민감성)

  • Lee, Hyunok;Ko, Yeonjoo
    • Journal of Engineering Education Research
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    • v.25 no.6
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    • pp.23-37
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    • 2022
  • This study evaluated the engineering students' ethical sensitivity to an AI emotion recognition robot scenario and explored its characteristics. For data collection, 54 students (27 majoring in Convergence Electronic Engineering and 27 majoring in Computer Software) were asked to list five factors regarding the AI robot scenario. For the analysis of ethical sensitivity, it was checked whether the students acknowledged the AI ethical principles in the AI robot scenario, such as safety, controllability, fairness, accountability, and transparency. We also categorized students' levels as either informed or naive based on whether or not they infer specific situations and diverse outcomes and feel a responsibility to take action as engineers. As a result, 40.0% of students' responses contained the AI ethical principles. These include safety 57.1%, controllability 10.7%, fairness 20.5%, accountability 11.6%, and transparency 0.0%. More students demonstrated ethical sensitivity at a naive level (76.8%) rather than at the informed level (23.2%). This study has implications for presenting an ethical sensitivity evaluation tool that can be utilized professionally in educational fields and applying it to engineering students to illustrate specific cases with varying levels of ethical sensitivity.