论文:2014,Vol:32,Issue(6):894-898
引用本文:
刘明雍, 刘坤, 李红, 李洋. 基于时序进化搜索策略的地磁仿生导航研究[J]. 西北工业大学学报
Liu Mingyong, Liu Kun, Li Hong, Li Yang. A Study of Bio-Inspired Geomagnetic Navigation Using Timing Evolution Searching Strategy[J]. Northwestern polytechnical university

基于时序进化搜索策略的地磁仿生导航研究
刘明雍, 刘坤, 李红, 李洋
西北工业大学 航海学院, 陕西 西安 710072
摘要:
对先验地磁图的依赖是制约地磁导航发展的关键。受生物无需先验知识的地磁导航行为启发,研究地磁仿生导航问题。从仿生角度,将导航过程归结为多目标搜索问题,建立仿生导航模型。针对导航过程中,地磁场多参量与导航单一路径间存在的因果约束,提出了一种基于时序进化策略的搜索方法,使得多参量收敛伴随并指导导航搜索的进行。仿真结果证实了方法的有效性。
关键词:    地磁仿生导航    时序进化搜索策略    多目标搜索   
A Study of Bio-Inspired Geomagnetic Navigation Using Timing Evolution Searching Strategy
Liu Mingyong, Liu Kun, Li Hong, Li Yang
College of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China
Abstract:
The a priori geomagnetic map is the key to the development of geomagnetic navigation. This paper re-searches for bio-inspired geomagnetic navigation inspired by animal navigation behavior without a priori knowledge.We generalize the bio-inspired geomagnetic navigation process as a multi-objective searching problem; then set up abio-inspired navigation model. Considering causality constraint between the geomagnetic multi-parameters and thesingle navigation trajectory,we present a search mode using timing evolution searching strategy to make sure thatthe multi-parameters converge during search and direct navigation. The simulation results and their analysis confirmthe validity of the method.
Key words:    Computer simulation    constrained optimization    convergence of numerical methods    efficiency    evolu-tionary algorithms    geomagnetism    mathematical models    multiobjective optimization    navigation    time series    trajectories    bio-inspired geomagnetic navigation    timing evolution searching strategy   
收稿日期: 2014-04-02     修回日期:
DOI:
基金项目: 国家自然科学基金(51379176、51179156)资助
通讯作者:     Email:
作者简介: 刘明雍(1971-),西北工业大学教授、博士生导师,主要从事水下导航制导与控制研究。
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参考文献:
[1] 郭才发, 胡正东, 张士峰, 等. 地磁导航综述[J]. 宇航学报,2009,30(4): 1314-1319Guo Caifa,Hu Zhengdong,Zhang Shifeng,et al. A Survey of Geomagnetic Navigation[J]. Journal of Astronautics,2009,30(4): 1314-1319 (in Chinese)
[2] Goldenberg F. Geomagnetic Navigation beyond the Magnetic Compass[C] ∥Proceedings of IEEE/ION PLANS 2006,2001:684-694
[3] Tyren C. Magnetic Terrain Navigation[C] ∥Proceedings of the 1987 5th International Symposium on Unmanned Untethered Sub-mersible Technology,1987,5: 245-256
[4] 蔡兆云,魏海平,任治新. 水下地磁导航技术研究综述[J]. 尖端科技,2007(3): 28-29Cai Zhaoyun,Wei Haiping,Ren Zhixin. Underwater Geomagnetic Navigation Technology Research Were Reviewed[J]. Science& Technology,2007(3): 28-29 (in Chinese)
[5] Postlethwaite C M,Walker M M. A Geometric Model for Initial Orientation Errors in Pigeon Navigation[J]. Journal of Theoreti-cal Biology,2011,269(1): 273-279
[6] Papi F,Luschi P,Akesson S,et al. Open-Sea Migration of Magnetically Disturbed Sea Turtles[J]. Journal of Experimental Bi-ology,2000,203(22): 3435-3443
[7] Bostrm J E,kesson S,Alerstam T. Where on Earth Can Animals Use a Geomagnetic Bi-Coordinate Map for Navigation? [J].Ecography,2012,35(11): 1039-1047
[8] 潘永信,朱日祥. 生物地球物理学的产生与研究进展[J]. 科学通报,2011,56(17): 1335-1344Pan Y X,Zhu R X. A Review of Biogeophysics: The Establishment of a New Discipline and Recent Progress[J]. Chinese SciBull (Chinese Ver),2011,56(17): 1335-1344 (in Chinese)
[9] Wiltschko W,Wiltschko R,Ritz T. The Mechanism of the Avian Magnetic Compass[J]. Procedia Chemistry,2011,3(1):276-284
[10] Wiltschko R,Wiltschko W. Magnetoreception[J]. Bioessays,2006,28(2): 157-168
[11] Liu M,Liu K,Yang P,et al. Bio-Inspired Navigation Based on Geomagnetic[C] ∥IEEE International Conference on Roboticsand Biomimetics,2013: 2339-2344
[12] Rudolph G. Convergence Analysis of Canonical Genetic Algorithms[J]. IEEE Trans on Neural Networks,1994,5(1): 96-101