Complete Coverage Path Planning for a Multi-UAV Response System in Post-Earthquake Assessment

被引:76
作者
Nedjati, Arman [1 ,2 ]
Izbirak, Gokhan [1 ,2 ]
Vizvari, Bela [1 ,2 ]
Arkat, Jamal [3 ]
机构
[1] Eastern Mediterranean Univ, Dept Ind Engn, Gazimagusa, Cyprus
[2] Eastern Mediterranean Univ, Dept Ind Engn, Via Mersin 10, TR-99450 Famagusta, Turkey
[3] Univ Kurdistan, Dept Ind Engn, Pasdaran Blvd, Sanandaj 1517566177, Iran
关键词
coverage path planning; rapid damage assessment; UAV monitoring; post-earthquake response;
D O I
10.3390/robotics5040026
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper presents a post-earthquake response system for a rapid damage assessment. In this system, multiple Unmanned Aerial Vehicles (UAVs) are deployed to collect the images from the earthquake site and create a response map for extracting useful information. It is an extension of well-known coverage path problem (CPP) that is based on the grid pattern map decomposition. In addition to some linear strengthening techniques, two mathematic formulations, 4-index and 5-index models, are proposed in the approach and coded in GAMS (Cplex solver). They are tested on a number of problems and the results show that the 5-index model outperforms the 4-index model. Moreover, the proposed system could be significantly improved by the solver-generated cuts, additional constraints, and the variable branching priority extensions.
引用
收藏
页数:15
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