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Volume 39 Issue 6
Jun.  2013
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Journal of Beijing University of Aeronautics and Astronautics  > 2013  >  (6): 756-760.
Zhang Xiaoying, Zhu Dingqiang, Xiang Hongjun, et al. Numerical simulation of infrared characteristics of liquid rocket plume[J]. Journal of Beijing University of Aeronautics and Astronautics, 2005, 31(11): 1250-1253. (in Chinese)
Citation: Tai Nengjian, Wu Dewei, Qi Junyi, et al. Method to realize path integration based on multi-scale grid cells[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 756-760. (in Chinese)
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Method to realize path integration based on multi-scale grid cells

  • Information and Navigation Institute, Air Force Engineering University, Xi’an 710077, China

  • Received Date: 12 Jun 2012
  • Publish Date: 30 Jun 2013
    Abstract
  • In order to autonomously reckon location and azimuth for unmanned combat aerial vehicle (UCAV)’s cognitive navigation, a kind of path integration based on multi-scale grid cells was proposed. According to the characteristics of neighboring cells in dorsal medial entorhinal cortex (dMEC) sharing common firing traits, while the firing traits of the grid increases isometrically along the dorsoventral axis, a bionic grid groups with incremental scales was constructed firstly, and then synaptic pattern was introduced in each grid layer to evaluate cell weights, therefore, the location and azimuth in each grid layer were calculated by changeable cell activities, and path integration was ultimately achieved in each grid layer. Space location precision was further improved by using integration results of small scales to adjust the grid layer of bigger scale. Simulation results prove that the method can exactly reckon location and azimuth within certain velocity error and azimuth error. It has a higher space location reckoning by adjusting bigger-scale grid layer. And the azimuth error has an indentation distribution accompanying the moving direction changing.

     

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    • References(8)
  • [1]
    Hafting　T,Fyhn　M,Molden　S,et al.Microstructure of a spatial map in the entorhinal cortex [J].Nature,2005,436:801-806
    [2]
    Doeller C F,Barry C,Burgess N.Evidence for grid cells in a human memory network [J].Nature,2010,463:656-661
    [3]
    Witter M P,Moser E I.Spatial representation and the architecture of the entorhinal cortex [J].Trends in Neurosciences,2006,29(12):671-678
    [4]
    牟炜民,赵民涛,李晓鸥.人类空间记忆和空间巡航 [J].心理科学进展,2006,14(4):497-504
    Mou Weimin,Zhao Mintao,Li Xiaoou.Human spatial memory and spatial navigation [J].Advances in Psychological Science,2006,14(4):497-504(in Chinese )
    [5]
    于平,徐晖,尹文娟,等.网格细胞在空间记忆中的作用[J].心理科学进展,2009,17(6):1228-1233
    Yu Ping,Xu Hui,Yin Wenjuan,et al.The roles of grid cells in spatial memory [J].Advances in Psychological Science,2009,17(6):1228-1233(in Chinese )
    [6]
    吴德伟,邰能建,戚君宜.基于认知理论的UCAV智能导航研究新进展[J].空军工程大学学报:自然科学版,2011,12(4):52-57
    Wu Dewei,Tai Nengjian,Qi Junyi.A new research progress of UCAV intelligent navigation based on cognitive theory [J].Journal of Air Force Engineering University:Natural Science Edition,2011,12 (4):52-57(in Chinese )
    [7]
    Burgess N,Barry C,O’Keefe J.An oscillatory interference model of grid cell firing [J].Hippocampus,2007,17(9):801-812
    [8]
    Zsófia Huhn,Zoltán Somogyvári,Tamás Kiss,et al.Distance coding strategies based on the entorhinal grid cell system [J].Neural Networks,2009,22(5/6):536-543
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