Title :
Daily imaging scheduling of an Earth observation satellite
Author :
Lin, Wei-Cheng ; Liu, Chung-Yang ; Liao, Da-Yin ; Lee, Yung-Yao
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
This paper presents the research and development of a daily imaging scheduling system for a low-orbit, Earth observation satellite. This satellite daily imaging scheduling problem belongs to a class of single-machine scheduling problems with salient features of sequence-dependent setup effects, job-assembly characteristics, and time window constraints. It is NP-hard in computational complexity. We adopt Lagrangian relaxation and linear search techniques to solve this problem. Numerical results demonstrate that this approach is efficient in applications to the real problems. It is very effective to generate a near-optimal, feasible schedule for the imaging operations of the satellite.
Keywords :
artificial satellites; computational complexity; imaging; remote sensing; scheduling; search problems; single machine scheduling; Lagrangian relaxation; NP-hard problem; computational complexity; daily imaging scheduling; earth observation satellite; job assembly characteristics; linear search techniques; research and development; sequence-dependent setup effects; time window constraints; Artificial satellites; Lagrangian functions; Optimal scheduling; Processor scheduling; Remote sensing; Research and development; Scheduling algorithm; Single machine scheduling; Space vehicles; Time factors;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244686