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2011 Fourth International Symposium on Computational Intelligence and Design
Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm
Hangzhou, China
October 28-October 30
ISBN: 978-0-7695-4500-4
| ASCII Text | x | ||
| Wenbo Li, Xiangyi Zhou, Li Wang, Youyi Wang, Zhigang Zhao, Yang Zhao, "Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm," Computational Intelligence and Design, International Symposium on, vol. 2, pp. 59-63, 2011 Fourth International Symposium on Computational Intelligence and Design, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/ISCID.2011.116, author = {Wenbo Li and Xiangyi Zhou and Li Wang and Youyi Wang and Zhigang Zhao and Yang Zhao}, title = {Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm}, journal ={Computational Intelligence and Design, International Symposium on}, volume = {2}, year = {2011}, isbn = {978-0-7695-4500-4}, pages = {59-63}, doi = {http://doi.ieeecomputersociety.org/10.1109/ISCID.2011.116}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Computational Intelligence and Design, International Symposium on TI - Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm SN - 978-0-7695-4500-4 SP59 EP63 A1 - Wenbo Li, A1 - Xiangyi Zhou, A1 - Li Wang, A1 - Youyi Wang, A1 - Zhigang Zhao, A1 - Yang Zhao, PY - 2011 KW - satellite antenna KW - on-orbit modal identification KW - sensor deployment KW - multi-objectives optimization VL - 2 JA - Computational Intelligence and Design, International Symposium on ER - | |||
In the problem of optimal sensor deployment for satellite antenna reflector, to avoid the one-sidedness of single-objective criterion, in this paper, we adopt double-objectives criterion, which contains the largest orthogonality and the highest vibration energy of observed signal. The double-objectives criterion is converted to single-one criterion by mathematical transformation and Genetic Algorithm is utilized to solve this problem. Comparing with corresponding single-objective criterion by simulation results, we conclude that: the proposed method is a feasible method of optimal sensor deployment for satellite antenna reflector based on double-objectives criterion. The results, whose fitness function is a function based on double-objectives criterion, is not one-sided optimal solution in single objective, but a satisfying solution in global area. According to the application in real project, this satisfying solution is more significant in the area of astronautics.
Index Terms:
satellite antenna, on-orbit modal identification, sensor deployment, multi-objectives optimization
Citation:
Wenbo Li, Xiangyi Zhou, Li Wang, Youyi Wang, Zhigang Zhao, Yang Zhao, "Optimal Sensor Deployment for Satellite Antenna Reflector Based on Genetic Algorithm," iscid, vol. 2, pp.59-63, 2011 Fourth International Symposium on Computational Intelligence and Design, 2011
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