• 제목/요약/키워드: And Safe Exploration

검색결과 59건 처리시간 0.019초

제어 장벽함수를 이용한 안전한 행동 영역 탐색과 제어 매개변수의 실시간 적응 (Online Adaptation of Control Parameters with Safe Exploration by Control Barrier Function)

  • 김수영;손흥선
    • 로봇학회논문지
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    • 제17권1호
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    • pp.76-85
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    • 2022
  • One of the most fundamental challenges when designing controllers for dynamic systems is the adjustment of controller parameters. Usually the system model is used to get the initial controller, but eventually the controller parameters must be manually adjusted in the real system to achieve the best performance. To avoid this manual tuning step, data-driven methods such as machine learning were used. Recently, reinforcement learning became one alternative of this problem to be considered as an agent learns policies in large state space with trial-and-error Markov Decision Process (MDP) which is widely used in the field of robotics. However, on initial training step, as an agent tries to explore to the new state space with random action and acts directly on the controller parameters in real systems, MDP can lead the system safety-critical system failures. Therefore, the issue of 'safe exploration' became important. In this paper we meet 'safe exploration' condition with Control Barrier Function (CBF) which converts direct constraints on the state space to the implicit constraint of the control inputs. Given an initial low-performance controller, it automatically optimizes the parameters of the control law while ensuring safety by the CBF so that the agent can learn how to predict and control unknown and often stochastic environments. Simulation results on a quadrotor UAV indicate that the proposed method can safely optimize controller parameters quickly and automatically.

실내 환경에서의 주행가능성을 고려한 라이다 기반 이동 로봇 탐사 기법 (LiDAR-based Mobile Robot Exploration Considering Navigability in Indoor Environments)

  • 유혜정;최진우;김태현
    • 로봇학회논문지
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    • 제18권4호
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    • pp.487-495
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    • 2023
  • This paper presents a method for autonomous exploration of indoor environments using a 2-dimensional Light Detection And Ranging (LiDAR) scanner. The proposed frontier-based exploration method considers navigability from the current robot position to extracted frontier targets. An approach to constructing the point cloud grid map that accurately reflects the occupancy probability of glass obstacles is proposed, enabling identification of safe frontier grids on the safety grid map calculated from the point cloud grid map. Navigability, indicating whether the robot can successfully navigate to each frontier target, is calculated by applying the skeletonization-informed rapidly exploring random tree algorithm to the safety grid map. While conventional exploration approaches have focused on frontier detection and target position/direction decision, the proposed method discusses a safe navigation approach for the overall exploration process until the completion of mapping. Real-world experiments have been conducted to verify that the proposed method leads the robot to avoid glass obstacles and safely navigate the entire environment, constructing the point cloud map and calculating the navigability with low computing time deviation.

SENTINEL ASIA FOR ENVIRONMENT (SAFE)

  • Takeuchi, Wataru;Akatsuka, Shin;Nagano, Tsugito;Samarakoon, Lal
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2008년도 International Symposium on Remote Sensing
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    • pp.402-405
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    • 2008
  • This paper is a proposal of Sentinel Asia for Environment (SAFE). The essential to this project is to help environmental agencies in Asia to set up an environmental monitoring system with satellite observation data. It is focused on an environmental issues originated from anthropogenic events detected as land cover and land use change in Asians' daily human life including; agriculture, global warming gas, urban environment and forest resources. It is leaded by Japan Aerospace Exploration Agency (JAXA) along with University of Tokyo and Asian Institute of Technology in Thailand under the umbrella of Sentinel Asia which is dedicated to disaster monitoring issues. It is expected to initiate a information outgoing through WWW for Asian countries to set up their national land information system focusing on environmental changes.

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Application of Geophysical Exploration for Environmental Earth Sciences and Engineering

  • Ohya Satoru
    • 한국지구물리탐사학회:학술대회논문집
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    • 한국지구물리탐사학회 2001년도 정기총회 및 제3회 특별지포지움
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    • pp.1-13
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    • 2001
  • The role of geophysics in Environmental Earth Sciences and Engineering is considered. In the developing era since 60's in Japan, geophysics has mainly contributed to investigation of new constructions such as tunnels, dams and high-rise buildings. In the coming sustainable era, geophysics must be used for maintaining the safe and easy human life. Application examples of geophysics to investigations for disaster prevention, maintenance of existing constructions and soil and groundwater pollutions are presented to demonstrate their role in Environmental Geo-engineering. Future subjects in this field for geophysics and geophysicists are also discussed.

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A Case Study in the Mars Landing Site Selection for Science Objects

  • Seo, Haingja;Kim, Eojin;Kim, Joo Hyeon;Lee, Joo Hee;Choi, Gi-Hyuk;Sim, Eun-Sup
    • Journal of Astronomy and Space Sciences
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    • 제29권4호
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    • pp.375-380
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    • 2012
  • It is a crucial matter to select a landing site for landers or rovers in planning the Mars exploration. The landing site must have not only a scientific value as a landing site, but also geographical features to lead a safe landing for Mars probes. In this regard, this study analyzed landing site of Mars probes and rovers in previous studies and discussed the adequacy of the landing site to scientific missions. Moreover, this study also examined domestic studies on the Mars. The frameworks of these studies will guide the selection of exploration sites and a landing site when sending Mars probe to the Mars through our own efforts. Additionally, this paper will be used as the preliminary data for selection of exploration site and a landing site.

유리피판 이식술 174예의 분석 (Analysis of 174 Consecutive Free Flaps)

  • 탁관철;노태석
    • Archives of Reconstructive Microsurgery
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    • 제9권1호
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    • pp.15-22
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    • 2000
  • One hundred & seventy four consecutive free-flap transfers were reviewed to analyze distribution of the type of reconstructions, kinds of donor flaps as well incidence of complications. The role of emergent exploration and the effect of preoperative wound conditions in flap survival were evaluated. Free flap transfer for head and neck reconstruction was most common as 93 cases, followed by for upper extremity of 30 cases, for lower extremity 30 cases, 18 penile reconstructions and for trunk & breast 3 cases. Nine flaps exhibited signs of ciruclatory insufficiency between 5 hours and 7 days. Three were managed conservatively with ultimate partial necrosis of the flaps. Eight flaps required return to the operating room. On exploration, early arterial occlusion was revealed in 1 flap, late arterial occlusion in 2 flaps, early venous occlusion in 1 flap, late venous thrombosis in 2 flaps, prolonged venous spasm in 1 and hematoma in 1 flap. The average time from the first abnormal examination to exploration was 2.6 hours. There were no false-positive explorations. Four free flaps failed in spite of the correction of the cause of circulatory compromise. The remaining 4 flaps were salvaged following the correction the casuse. Recipient vessel problems such as irradiation and infection were the most common cause of circulatory crisis. Among the eight flaps requiring return to the operating room, single vein was anastomosed in three flaps and two veins in the remaining five. In the totally failed four flaps only single vein was anastomosed in three cases. The results of this study demonstrate the efficacy of clinical monitoring and the role of early exploration. Precautious selection of recipient vessels and two vein anastomosis are recommended for safe and better prognosis.

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NATM 터널의 굴착면 전방 지질 평가를 위한 대구경 심발공 탐사 시스템 개발 및 적용 사례 (Development and Application of Large-diameter Cut-hole Exploration System for Assessment of the Geological Condition beyond NATM Tunnel Face)

  • 김민성;정진혁;이제겸;박민선;박정현;이승원
    • 터널과지하공간
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    • 제31권1호
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    • pp.1-9
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    • 2021
  • 최근 도시화가 가속화됨에 따라 지하공간 개발을 위한 굴착공사가 지속적으로 이루어지고 있으며, 암반 굴착 시 해당 구간의 지질 상태를 정확히 파악하는 것은 안전한 시공을 위해 매우 중요하다. 본 논문에서는 터널 발파 진동을 저감시키기 위해 대구경 무장약공을 천공하는 MSP 공법을 활용하여 굴착면 전방의 지질 특성을 파악하기 위해 천공경로 및 지반탐사 복합시스템을 개발하였다. 제안된 탐사 시스템은 NATM 터널 공사를 위해 천공된 대구경 심발공을 활용해 굴착면 전방 50 m 구간의 지질 정보를 획득할 수 있다는 큰 장점이 있다. 또한, 제안된 탐사 시스템을 현장에 적용하고 대구경 무장약공 내부를 모니터링하여 터널 굴착면 전방의 지질 상태를 평가한 사례를 소개한다.

이동로봇의 원격제어를 위한 햅틱 글러브 개발 (Development of Haptic Glove for Remote Control)

  • 황요섭;이장명
    • 전기학회논문지
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    • 제60권5호
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    • pp.1030-1035
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    • 2011
  • The remote control of mobile robot is widely used to perform dangerous and complex tasks such as underwater exploration and cleaning of nuclear reactor. For this purpose, the obstacle avoidance process will proceed to ensure a safe drive. In this paper, we tested that mobile robot drive in which replaced a pipe with a box. After we measured the distance around the obstacle through a sensor of robot, we got the information that changed haptic force from the distance of the obstacle.

북극의 재발견: 국제 자원경쟁의 새로운 각축장? (Rediscovery of the Arctic: A New Arena of Competition for Natural Resources in the 21st Century?)

  • 이서항
    • Strategy21
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    • 통권30호
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    • pp.200-235
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    • 2012
  • Over the past few years, due to the climate change of the earth, the Arctic's sea ice cover is undergoing a historic transformation - thinning, extent reduction in all seasons, and mitigation in the area of multi-year ice in the central Arctic Ocean. These changes allow for increases in maritime access throughout the Arctic Ocean and for potential longer seasons of navigation and possibly transarctic voyage in the summer. These changes also allow more exploration for oil, gas, and other minerals. The Arctic is now an archetype of the complex, multi-dimensional global problems of the twenty-first century. Military security, environmental security, and economic security interact. The potentially enormous economic stakes, sufficient to change the strategic balance among the states of the region, set off competitive pressures for national advantage. Korea, which is heavily dependent upon the sea lane in terms of transportation of its exports and imports, is very much interested in the Arctic sea routes. Korea believes that the Artic sea route, particularly the Northern Sea Route (NSR), could serve as a new useful sea lane, which will enable shorter times between East Asia and Europe, thus resulting in substantial cost saving for ship operators. In addition to shipping, Korea is interested in other Arctic-related maritime industries. Korea, as a leading shipbuilder in the global market, is interested in building ice breakers, drill ships, and other vessels which can contribute to safe operation in Arctic resource development and exploration. Korea, as one of the future stakeholders in Arctic maritime activities, should be ready to foster international cooperation in the region.

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소아 서혜탈장의 진단시 Silk-glove test의 유용성에 대한 연구 (Effectiveness of Silk-glove Test in the Contralateral Exploration of Inguinal Hernia in Children)

  • 구본용;김재천;정연준
    • Advances in pediatric surgery
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    • 제12권1호
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    • pp.11-16
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    • 2006
  • Inguinal hernia is one of the most common surgical diseases in pediatric patients. But the management of the side opposite the clinically apparent inguinal hernia, the "silent side" is controversial. Four hundred fifty-eight cases of pediatric inguinal hernias, operated by one pediatric surgeon at the Divisionof Pediatric Surgery, Department of Surgery, Chonbuk National University Hospital from January 1998 to December 2002, were reviewed retrospectively to determine the characteristics and significances of the silk-glove test on the side opposite the clinically apparent inguinal hernia. Males were preponderant as 2.8:1. Allhernias were of the indirect type and were repaired by high ligation of the sac. There were 238 (52.0 %) right sided hernias, 160 (35.0 %) were on the left and 60 (13.0%) were bilateral. The number of patients with a positive silk-glove sign on the contralateral side was 158(39.7 %), and 133 of these had a contralateral patent processus vaginalis. Positive predictive value of Silk-glove test was 84.2 % (133/158). The silk-glove test is a simple, safe, and relatively accurate method for contralateral exploration in the unilateral inguinal hernias in children.

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