{"title":"UAV Path Planning Based on Dynamic Programming Algorithm On Photogrammetric DEMs","authors":"Adel Mokrane, Amal Choukchou Braham, B. Cherki","doi":"10.1109/ICEE49691.2020.9249903","DOIUrl":null,"url":null,"abstract":"The aim of this paper is to propose a three-dimensional path planning algorithm based on dynamic programming to plan optimal trajectories for an Unmanned Aerial Vehicle (UAV) on a Digital Elevation Model (DEM) map. An RGB camera is employed to obtain point cloud data of the map using WebODEM. The point cloud data are processed in to a digital elevation map using GRASS-GIS. Then, dynamic programming approach is used to find an optimal path from a starting location to a target location. The effectiveness and practicality of this paper work are demonstrated by the simulation test results.","PeriodicalId":250276,"journal":{"name":"2020 International Conference on Electrical Engineering (ICEE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Electrical Engineering (ICEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEE49691.2020.9249903","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10
Abstract
The aim of this paper is to propose a three-dimensional path planning algorithm based on dynamic programming to plan optimal trajectories for an Unmanned Aerial Vehicle (UAV) on a Digital Elevation Model (DEM) map. An RGB camera is employed to obtain point cloud data of the map using WebODEM. The point cloud data are processed in to a digital elevation map using GRASS-GIS. Then, dynamic programming approach is used to find an optimal path from a starting location to a target location. The effectiveness and practicality of this paper work are demonstrated by the simulation test results.