• Title/Summary/Keyword: Dijkstra Algorithm

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Passage Planning in Coastal Waters for Maritime Autonomous Surface Ships using the D* Algorithm

  • Hyeong-Tak Lee;Hey-Min Choi
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.29 no.3
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    • pp.281-287
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    • 2023
  • Establishing a ship's passage plan is an essential step before it starts to sail. The research related to the automatic generation of ship passage plans is attracting attention because of the development of maritime autonomous surface ships. In coastal water navigation, the land, islands, and navigation rules need to be considered. From the path planning algorithm's perspective, a ship's passage planning is a global path-planning problem. Because conventional global path-planning methods such as Dijkstra and A* are time-consuming owing to the processes such as environmental modeling, it is difficult to modify a ship's passage plan during a voyage. Therefore, the D* algorithm was used to address these problems. The starting point was near Busan New Port, and the destination was Ulsan Port. The navigable area was designated based on a combination of the ship trajectory data and grid in the target area. The initial path plan generated using the D* algorithm was analyzed with 33 waypoints and a total distance of 113.946 km. The final path plan was simplified using the Douglas-Peucker algorithm. It was analyzed with a total distance of 110.156 km and 10 waypoints. This is approximately 3.05% less than the total distance of the initial passage plan of the ship. This study demonstrated the feasibility of automatically generating a path plan in coastal navigation for maritime autonomous surface ships using the D* algorithm. Using the shortest distance-based path planning algorithm, the ship's fuel consumption and sailing time can be minimized.

The implementation of cable path and overfill visualization based on cable occupancy rate in the Shipbuilding CAD (조선 CAD에서 선박의 Cable 점유율을 기반으로 Cable 경로 및 Overfill 가시화 구현)

  • Kim, Hyeon-Jae;Kim, Bong-Gi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.740-745
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    • 2016
  • Cables are installed for tens of thousands of connections between various pieces of equipment to operate and control a commercial ship. The correct shortest-route data is necessary since these are complicated cable installations. Therefore, an overfill interval commonly exists in the shortest paths for cables as estimated by Dijkstra's algorithm, even if this algorithm is generally used. It is difficult for an electrical engineer to find the overfill interval in 3D cable models because the occupancy rate data exist in a data sheet unlinked to three-dimensional (3D) computer-aided design (CAD). The purpose of this study is to suggest a visualization method that displays the cable path and overfill interval in 3D CAD. This method also provides various color visualizations for different overfill ranges to easily determine the overfill interval. This method can reduce cable-installation man-hours from 7,000 to 5,600 thanks to a decreased re-installation rate, because the cable length calculation's accuracy is raised through fast and accurate reviews based on 3D cable visualization. As a result, material costs can also be reduced.

Development of Shortest Path Searching Network Reduction Algorithm (최단경로 탐색영역 축소 알고리즘 개발)

  • Ryu, Yeong-Geun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.2
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    • pp.12-21
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    • 2013
  • This study developed searching network reduction algorithm for reduce shortest path searching time. Developed algorithm is searching nodes that have the including possibility of less weights path than temporal path that consists minimum number of nodes and minimum sum of the straight line distances. The node that has the including possibility of shortest path is the node that the sum of straight line distance from start node and straight line distance to target node is less than the value that temporary path's weights divided by minimum weights units. If searching network reconstitutes only these nodes, the time of shortest path searching will be reduced. This developed algorithm has much effectiveness that start node and target node is close in large network.

Development of Evolution Program to Find the Multiple Shortest Paths in High Complex and Large Size Real Traffic Network (복잡도가 높고 대규모 실제 교통네트워크에서 다수 최적경로들을 탐색할 수 있는 진화 프로그램의 개발)

  • Kim, Sung-Soo;Jeong, Jong-Du;Min, Seung-Ki
    • Journal of Industrial Technology
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    • v.22 no.A
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    • pp.73-82
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    • 2002
  • It is difficult to find the shortest paths using existing algorithms (Dijkstra, Floyd-Warshall algorithm, and etc) in high complex and large size real traffic networks The objective of this paper is to develop an evolution program to find the multiple shortest paths within reasonable time in these networks including turn-restrictions, U-turns, and etc.

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Smooth Path Planning Method for Autonomous Mobile Robots Using Cardinal Spline (카디널스플라인을 이용한 자율이동로봇의 곡선경로 생성방법)

  • Yoon, Hee-Sang;Park, Tae-Hyoung
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.4
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    • pp.803-808
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    • 2010
  • We propose a smooth path planning method for autonomous mobile robots. Due to nonholonomic constraints by obstacle avoidance, the smooth path planning is a complicated one. We generate smooth path that is considered orientation of robot under nonholonomic constraints. The proposed smooth planning method consists of two steps. Firstly, the initial path composed of straight lines is obtained from V-graph by Dijkstra's algorithm. Then the initial path is transformed by changing the curve. We apply the cardinal spline into the stage of curve generation. Simulation results show a performance of proposed smooth path planning method.

A Model for Determining the Minimum Number of High Speed Exits and Their Locations for Airports (고속탈출유도로 최소 갯수 및 위치 결정 모형)

  • 김병종
    • Journal of Korean Society of Transportation
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    • v.13 no.3
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    • pp.53-65
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    • 1995
  • Proposed are model and its solution algorithm for determining the minimum number of high speed exits and their locations. While the previous researches on exit location aimed to minimize the average runway occuancy time (ROT) of an aircraft mix, the proposed approach is to find the minimum number of exits required to meet maximum allowable ROT. The rationale behind the approach is that the capacity of a runway increases as the ROT decreases down to some value, but not any more even though the ROT keep decreasing below the value. Hence, a maximum allowable ROT might be set up without declining the capacity. The problem is transformed into a shortest path problem on a specially constructed network and Dijkstra's labeling algorithms is employed to solve the problem A hypothetical example is provided to illustrate how the algorithms solves the problem.

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A Study on Taxi Route Extraction Based on a Node-Link Model for Aircraft Movements on Airport Surface (노드링크 모델 기반 항공기 공항 지상이동 경로 추출 기법에 대한 연구)

  • Jeong, Myeongsook;Eun, Yeonju;Kim, Hyounkyoung;Jeon, Daekeun
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.25 no.3
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    • pp.51-60
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    • 2017
  • Estimation of the taxi-out and taxi-in times of aircraft on a airport surface is one of the essential features of Departure Manager (DMAN). Especially for an airport with multiple runways and large ramp areas, estimation of the taxi-out and taxi-in times are mainly dependent on the taxi routes on airport surface. This paper described the method of automatic extraction of the the taxi routes using the ASDE track data and the Dijkstra algorithm based on the node-link model of a airport surface movements. In addition, we analyzed the ground operation status of Incheon International Airport using the extracted taxi routes.

A Graph Search Method for Shortest Path-Planning of Mobile Robots (자율주행로봇의 최소경로계획을 위한 그래프 탐색 방법)

  • You, Jin-O;Chae, Ho-Byung;Park, Tae-Hyoung
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.184-186
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    • 2006
  • We propose a new method for shortest path planning of mobile robots. The topological information of the graph is obtained by thinning method to generate the collision-free path of robot. And the travelling path is determined through hierarchical planning stages. The first stage generates an initial path by use of Dijkstra's algorithm. The second stage then generates the final path by use of dynamic programming (DP). The DP adjusts the intial path to reduce the total travelling distance of robot. Simulation results are presented to verify the performance of the proposed method.

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Joint Routing and Channel Assignment in Multi-rate Wireless Mesh Networks

  • Liu, Jiping;Shi, Wenxiao;Wu, Pengxia
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.5
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    • pp.2362-2378
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    • 2017
  • To mitigate the performance degradation caused by performance anomaly, a number of channel assignment algorithms have been proposed for multi-rate wireless mesh networks. However, network conditions have not been fully considered for routing process in these algorithms. In this paper, a joint scheme called Multi-rate Dijkstra's Shortest path - Rate Separated (MDSRS) is proposed, combining routing metrics and channel assignment algorithm. In MDSRS, the routing metric are determined through the synthesized deliberations of link costs and rate matches; then the rate separated channel assignment is operated based on the determined routing metric. In this way, the competitions between high and low rate links are avoided, and performance anomaly problem is settled, and the network capacity is efficiently improved. Theoretical analysis and NS-3 simulation results indicate that, the proposed MDSRS can significantly improve the network throughput, and decrease the average end-to-end delay as well as packet loss probability. Performance improvements could be achieved even in the heavy load network conditions.

A Study on Subway Station Information and Alarm function of Based on Mobile (모바일 기반의 지하철 역 정보 및 알람 기능에 관한 연구)

  • Joo, Heon-Sik
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.265-268
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    • 2010
  • 본 논문에서는 지하철 정보를 제공하는 모바일 응용 프로그램을 제안하였다. 윈도우 모바일 6.0을 기반으로 한 이 응용프로그램은 지하철 역정보와 관련된 사용자의 편의성을 증대시키기 위하여 설계 및 구현되었다. 이 프로그램에서 지하철 노선도와 부가기능이 성공적으로 실행될 수 있도록 UI 인터페이스, 맵 모듈, 최단거리 모듈, 메모 모듈, 다익스트라 알고리즘 등을 설계하였다. 특히 다익스트라 알고리즘은 프로그램 내의 알람 기능과 역 정보에 적용되었고, 또한 역 정보와 같은 방대한 정보와 데이터를 인접 행렬을 이용하여 구축하였다. 이 응용프로그램은 보다 쉽게 조작하기 위해 6개의 메뉴들로 구성되어있다. 지하철의 종합 관제 센터로부터 신호를 받아 이 프로그램에 적용된다면, 많은 유저들이 보다 정확한 정보를 제공 받을 수 있다고 사료한다.

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