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·116· 智能系统学报 第13卷 YU Ping,XU Hui,YIN Wenjuan,et al.The roles of grid HU Bo,SUI Jianfeng.Advance of mechanisms of spatial cells in spatial memory[J].Advances in psychological sci- processing for hippocampal place cells[J].Chinese journal ence,2009,17(6):1228-1233. of neuromedicine,2005,4(4):416-418. [6]KROPFF E,CARMICHAEL J E,MOSER M B,et al. 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LIU Xinyu,HAI Xin,SHANG Zhigang,et al.Decoding [27]MILFORD M,WYETH G.Persistent navigation and map- movement trajectory of hippocampal place cells by particle ping using a biologically inspired SLAM system[J].Inter- filter[J].Progress in biochemistry and biophysics,2016, national journal of robotics research,2009.29(9):1131- 43(8):817-826. 1153. [18]胡波,隋建峰.海马位置细胞空间信息处理机制的研究 [28]PRASSER D P,WYETH G,MILFORD M.Experiments 进展.中华神经医学杂志,2005,4(4):416-418. in outdoor operation of RatSLAM[C]//Proceedings of 2004YU Ping, XU Hui, YIN Wenjuan, et al. The roles of grid cells in spatial memory[J]. Advances in psychological sci￾ence, 2009, 17(6): 1228–1233. KROPFF E, CARMICHAEL J E, MOSER M B, et al. Speed cells in the medial entorhinal cortex[J]. Nature, 2015, 523(7561): 419–424. [6] DEMPSTER A P, LAIRD N M, RUBIN D B. Maximum likelihood from incomplete data via the EM algorithm[J]. Journal of the royal statistical society, 1977, 39(1): 1–38. [7] SMITH R C, CHEESEMAN P. On the representation and estimation of spatial uncertainly[J]. International journal of robotics research, 1987, 5(4): 56–68. [8] SMITH R, SELF M, CHEESEMAN P. Estimating uncer￾tain spatial relationships in robotics[J]. Machine intelli￾gence and pattern recognition, 1988, 5(5): 435–461. [9] JULIER S J, UHLMANN J K. Unscented filtering and nonlinear estimation[J]. Proceedings of the IEEE, 2004, 92(3): 401–422. [10] JULIER S, UHLMANN J, DURRANT-WHYTE H F. A new method for the nonlinear transformation of means and covariances in filters and estimators[J]. IEEE transactions on automatic control, 2000, 45(3): 477–482. [11] ARASARATNAM I, HAYKIN S. Cubature Kalman fil￾ters[J]. IEEE transactions on automatic control, 2009, 54(6): 1254–1269. [12] NIEDERREITER H. Random number generation and quasi-monte carlo methods[J]. Journal of the american stat￾istical association, 1992, 88(89): 147–153. [13] THRUN S, FOX D, BURGARD W, et al. Robust Monte Carlo localization for mobile robots[J]. Artificial intelli￾gence, 2001, 128(1): 99–141. [14] MONTEMERLO M, THRUN S, WHITTAKER W. Condi￾tional particle filters for simultaneous mobile robot localiz￾ation and people-tracking[C]//Proceedings of 2002 IEEE International Conference on Robotics and Automation. Washington, DC, USA, 2002: 695–701. [15] WEHNER R, GALLIZZI K, FREI C, et al. Calibration pro￾cesses in desert ant navigation: vector courses and system￾atic search[J]. Journal of comparative physiology A, 2002, 188(9): 683–693. [16] 刘新玉, 海鑫, 尚志刚, 等. 利用粒子滤波重建位置细胞 编码的运动轨迹[J]. 生物化学与生物物理进展, 2016, 43(8): 817–826. LIU Xinyu, HAI Xin, SHANG Zhigang, et al. Decoding movement trajectory of hippocampal place cells by particle filter[J]. Progress in biochemistry and biophysics, 2016, 43(8): 817–826. [17] 胡波, 隋建峰. 海马位置细胞空间信息处理机制的研究 进展[J]. 中华神经医学杂志, 2005, 4(4): 416–418. [18] HU Bo, SUI Jianfeng. Advance of mechanisms of spatial processing for hippocampal place cells[J]. Chinese journal of neuromedicine, 2005, 4(4): 416–418. 王可, 张婷, 王晓民. 大脑中的“定位系统”——2014 年诺 贝尔生理学或医学奖简介[J]. 首都医科大学学报, 2014, 35(5): 671–675. WANG Ke, ZHANG Ting, WANG Xiaomin. “Inner GPS” in the brain——introduction of Nobel Prize in Physiology or Medicine 2014[J]. Journal of capital medical university, 2014, 35(5): 671–675. [19] 田莉雯. 基于顶部摄像头和鼠载摄像头的大鼠自动导航 系统[D]. 杭州: 浙江大学, 2015. TIAN Liwen. An automatic navigation system based on a rat-mounted camera and a bird’s eye camera[D]. Hang￾zhou: Zhejiang University, 2015. [20] 查峰, 肖世德, 冯刘中, 等. 移动机器鼠沿墙导航策略与 算法研究[J]. 计算机工程, 2012, 38(6): 172–174. ZHA Feng, XIAO Shide, FENG Liuzhong, et al. Research on wall-following navigation strategy and algorithm for mobile mechanical mouse[J]. Computer engineering, 2012, 38(6): 172–174. [21] SKAGGS W E, KNIERIM J J, KUDRIMOTI H S, et al. A model of the neural basis of the rat's sense of direction[J]. Advances in neural information processing systems, 1995, 7: 173–180. [22] REDISH A D, ELGA A N, TOURETZKY D S. A coupled attractor model of the rodent head direction system[J]. Net￾work: computation in neural systems, 1997, 7(4): 671–685. [23] SAMSONOVICH A, MCNAUGHTON B L. Path integra￾tion and cognitive mapping in a continuous attractor neural network model[J]. Journal of neuroscience: the official journal of the society for neuroscience, 1997, 17(15): 5900– 5920. [24] STRINGER S M, ROLLS E T, TRAPPENBERG T P, et al. Self-organizing continuous attractor networks and path integration: two-dimensional models of place cells[J]. Net￾work: computation in neural systems, 2002, 13(4): 429– 446. [25] MILFORD M J, WYETH G F, PRASSER D. RatSLAM: a hippocampal model for simultaneous localization and map￾ping[C]//Proceedings of 2004 IEEE International Confer￾ence on Robotics and Automation. New Orleans, LA, USA, 2004: 403–408. [26] MILFORD M, WYETH G. Persistent navigation and map￾ping using a biologically inspired SLAM system[J]. Inter￾national journal of robotics research, 2009, 29(9): 1131– 1153. [27] PRASSER D P, WYETH G, MILFORD M. Experiments in outdoor operation of RatSLAM[C]//Proceedings of 2004 [28] ·116· 智 能 系 统 学 报 第 13 卷
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