• Title/Summary/Keyword: 무인수상정

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A Study on the Research Trends in Unmanned Surface Vehicle using Topic Modeling (토픽모델링을 이용한 무인수상정 기술 동향 분석)

  • Kim, Kwimi;Ma, Jungmok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.7
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    • pp.597-606
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    • 2020
  • Because the USV(Unmanned Surface Vehicle) is capable of remote control or autonomous navigation at sea, it can secure the superiority of combat power while minimizing human losses in a future combat environment. To plan the technology for the development of USV, the trend analysis of related technology and the selection of promising technology should be preceded, but there has been little research in this area. The purpose of this paper was to measure and evaluate the technology trends quantitatively. For this purpose, this study analyzed the technology trends and selected promising/declining technologies using topic modeling of papers and patent data. As a result of topic modeling, promising technologies include control and navigation, verification/validation, autonomous level, mission module, and application technology, and declining technologies include underwater communication and image processing technology. This study also identified new technology areas that were not included in the existing technology classification, e.g., technology related to research and development of USV, artificial intelligence, launch/recovery, and operation, such as cooperation with manned and unmanned systems. The technology trends and new technology areas identified through this study may be used to derive key technologies related to the development of the USV and establish appropriate R&D policies.

A Development of Integrated Control System for Platform Equipments of Unmanned Surface Vehicle (USV) (무인수상정 플랫폼 장비의 통합 제어 시스템 개발)

  • Hwang, Hun-Gyu;Kim, Hyun-Woo;Kim, Bae-Sung;Woo, Yun-Tae;Shin, Il-Sik;Shin, Ji-Hwan;Lee, Young-Jin;Choi, Byung-Woong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.8
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    • pp.1611-1618
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    • 2017
  • Recently, the development for USV-related technologies are actively growing up in military domain. The USV (unmanned surface vehicle) conducts various missions for national defense at maritime environment. For succeed the missions, the USV essentially needs an automatic and remote control platform which includes propulsion system, steering system, control system, power system and so on. In this paper, we developed an integrated control system for the platform equipments and verified effectiveness of the developed system. To do this, we designed a system architecture and implemented a main control system that processes and controls platform equipments by received command. Also we developed components of designed architecture such as engine control device, water-jet control device and power control device. For test and verify the developed system, we designed and made a test-bed of engine and water-jet with related parts, and proceeded a basin test for verifying the developed system based on the test-bed.

Dynamic Window Approach with path-following for Unmanned Surface Vehicle based on Reinforcement Learning (무인수상정 경로점 추종을 위한 강화학습 기반 Dynamic Window Approach)

  • Heo, Jinyeong;Ha, Jeesoo;Lee, Junsik;Ryu, Jaekwan;Kwon, Yongjin
    • Journal of the Korea Institute of Military Science and Technology
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    • v.24 no.1
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    • pp.61-69
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    • 2021
  • Recently, autonomous navigation technology is actively being developed due to the increasing demand of an unmanned surface vehicle(USV). Local planning is essential for the USV to safely reach its destination along paths. the dynamic window approach(DWA) algorithm is a well-known navigation scheme as a local path planning. However, the existing DWA algorithm does not consider path line tracking, and the fixed weight coefficient of the evaluation function, which is a core part, cannot provide flexible path planning for all situations. Therefore, in this paper, we propose a new DWA algorithm that can follow path lines in all situations. Fixed weight coefficients were trained using reinforcement learning(RL) which has been actively studied recently. We implemented the simulation and compared the existing DWA algorithm with the DWA algorithm proposed in this paper. As a result, we confirmed the effectiveness of the proposed algorithm.

Analysis of the Combat Effectiveness of FFG with Guided-Rocket on the Threats of Multiple USV (다수 무인수상정 위협에 대한 호위함용 유도 로켓의 전투효과도 분석)

  • MIN, Seungsik;OH, Kyungwon;RYU, Jaekwan
    • Journal of Aerospace System Engineering
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    • v.14 no.5
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    • pp.58-65
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    • 2020
  • In this paper, the combat effectiveness of ship guidance rockets to counter the threat of multiple USV(Unmanned Surface Vehicle) was analyzed in three cases. The probability of sinking a number of USVs approaching by distance was compared using various weapon systems and guided rocket systems installed on the naval vessels. As a result of the analysis, it was found that the combat effectiveness of the guided rocket was improved compared to the close defense system of the anti-ship missile installed on the naval vessels.

Evaluation of Maneuverability in Still Water of an Unmanned Surface Vehicle through Sea Trials (실선 시운전을 통한 무인수상정 정수중 조종성능 평가)

  • Jeon, Myung-Jun;Yoon, Hyeon-Kyu;Ryu, Jea-Kwan;Lee, Won-Hee;Ku, Pyung-Mo
    • Journal of the Society of Naval Architects of Korea
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    • v.58 no.4
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    • pp.253-261
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    • 2021
  • This paper describes the process of evaluating maneuverability in still water of an unmanned surface vehicle based on data measured by performing sea trials. First, we set up a test scenario that is easy to analyze the maneuverability of the unmanned surface vehicle and to identify and verify the dynamics model. Since the attitude of hull varies according to the speed of the unmanned surface vehicle which has a planing hull shape, the relationship between waterjet RPM, speed and attitude is analyzed by performing straight forward tests at various speeds. The turning tests of the unmanned surface vehicle in which the waterjet angle rotates while turning are performed by changing the waterjet rotation angle under the condition of two representative speeds to analyze turning ability. The turning ability of the unmanned surface vehicle includes speed reduction, yaw rate, heel, and turing diameter at steady turning phase according to the speed and RPM.

A Design and Implementation of Range Adaptive Time Synchronization on USV Maritime Wireless Communication (무인수상정 해상무선통신 거리 적응적 동기화 설계 및 구현)

  • Park, Hyunsung;Kim, Taehyeon;Gwak, Sangyell;Noh, Wooyoung;Oh, Jimyung
    • Journal of the Korea Institute of Military Science and Technology
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    • v.21 no.5
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    • pp.640-648
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    • 2018
  • Time division wireless communication in tactical MANET is attractive to deliver both high data rates and long-range coverage, and to provide scheduled QoS to mission participants. This paper is about the time synchronization issue of multi-mission USV in tactical MANET. As USV communication coverage becomes longer, the synchronization error also becomes higher; therefore, which results in link disconnection, and consequent failures of reconnection because base station cannot configure necessary parameters over long-distant terminal. We propose a range adaptive time synchronization method to compensate for synchronization errors. The issue of long-range time synchronization problem was identified during maritime communication tests, and we verified the proposed method through analyses of both indoor and outdoor test results.

Study to Design of Side-scan Sonar for Unmanned Surface Vehicle (무인수상정 탑재 측면주사소나 설계를 위한 모델링 연구)

  • Bae, Ho Seuk;Kim, Woo-Shik;Kim, Jung Hoon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.21 no.1
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    • pp.40-46
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    • 2018
  • In order to successfully detect and identify underwater targets located on the seabed, unmanned surface vehicles (USVs) typically acquire acoustic signals with a side-scan sonar device and reconstruct information about the target from the processed images. As the quality of the side-scan sonar images acquired by USVs depends on the environment and operating parameters, using modeling and simulation techniques to design side-scan sonar devices can help optimize the reconstruction of the sonar images. In this work, we study a side-scan sonar design for use in USVs, that takes the movement of the platform into account. First, we constructed a simulated seabed environment with underwater targets, and specified the maneuvering conditions and sonar systems. We then generated the acoustic signals from the simulated environment using the sonar equation. Finally, we successfully imaged the simulated seabed environment using simple signal processing. Our results can be used to derive USV side-scan sonar design parameters, predict the resulting sonar images in various conditions, and as a basis for determining the optimal sonar parameters of the system.

Obstacle Avoidance of Unmanned Surface Vehicle based on 3D Lidar for VFH Algorithm (무인수상정의 장애물 회피를 위한 3차원 라이다 기반 VFH 알고리즘 연구)

  • Weon, Ihn-Sik;Lee, Soon-Geul;Ryu, Jae-Kwan
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.8 no.3
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    • pp.945-953
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    • 2018
  • In this paper, we use 3-D LIDAR for obstacle detection and avoidance maneuver for autonomous unmanned operation. It is aimed to avoid obstacle avoidance in unmanned water under marine condition using only single sensor. 3D lidar uses Quanergy's M8 sensor to collect surrounding obstacle data and includes layer information and intensity information in obstacle information. The collected data is converted into a three-dimensional Cartesian coordinate system, which is then mapped to a two-dimensional coordinate system. The data including the obstacle information converted into the two-dimensional coordinate system includes noise data on the water surface. So, basically, the noise data generated regularly is defined by defining a hypothetical region of interest based on the assumption of unmanned water. The noise data generated thereafter are set to a threshold value in the histogram data calculated by the Vector Field Histogram, And the noise data is removed in proportion to the amount of noise. Using the removed data, the relative object was searched according to the unmanned averaging motion, and the density map of the data was made while keeping one cell on the virtual grid map. A polar histogram was generated for the generated obstacle map, and the avoidance direction was selected using the boundary value.

Design and Implementation of Interface System for Swarm USVs Simulation Based on Hybrid Mission Planning (하이브리드형 임무계획을 고려한 군집 무인수상정 시뮬레이션 시스템의 연동 인터페이스 설계 및 구현)

  • Park, Hee-Mun;Joo, Hak-Jong;Seo, Kyung-Min;Choi, Young Kyu
    • Journal of the Korea Society for Simulation
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    • v.31 no.3
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    • pp.1-10
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    • 2022
  • Defense fields widely operate unmanned systems to lower vulnerability and enhance combat effectiveness. In the navy, swarm unmanned surface vehicles(USVs) form a cluster within communication range, share situational awareness information among the USVs, and cooperate with them to conduct military missions. This paper proposes an interface system, i.e., Interface Adapter System(IAS), to achieve inter-USV and intra-USV interoperability. We focus on the mission planning subsystem(MPS) for interoperability, which is the core subsystem of the USV to decide courses of action such as automatic path generation and weapon assignments. The central role of the proposed system is to exchange interface data between MPSs and other subsystems in real-time. To this end, we analyzed the operational requirements of the MPS and identified interface messages. Then we developed the IAS using the distributed real-time middleware. As experiments, we conducted several integration tests at swarm USVs simulation environment and measured delay time and loss ratio of interface messages. We expect that the proposed IAS successfully provides bridge roles between the mission planning system and other subsystems.