Real-time optimal mission scheduling and flight path selection

被引:52
|
作者
Kim, Yoonsoo [1 ]
Gu, Da-Wei [1 ]
Postlethwaite, Ian [1 ]
机构
[1] Univ Leicester, Dept Engn, Leicester LE1 7RH, Leics, England
基金
英国工程与自然科学研究理事会;
关键词
mixed-integer linear programming (MILP); real-time target assignment; unmanned air vehicle (UAV);
D O I
10.1109/TAC.2007.899048
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a mission in which m UAVs with a capacity limit q each visit n( <= mq) targets in a hostile environment in a cooperative manner (and return to where they departed from) such that the cost reflecting operating time and risk exposed is minimized. We first propose a mixed-integer linear programming (MILP) formulation which exactly solves the problem and then propose four alternative MILP formulations which are computationally less intensive and, therefore, suited for real-time purposes, but yield a theoretically guaranteed suboptimal solution. The main contributions of this note are an exact but compact MILP formulation, using a room concept, and four nonexact formulations, each one of which ensures a certain level of solution quality and relatively fast computational time for the considered real-time mission scheduling problem.
引用
收藏
页码:1119 / 1123
页数:5
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