• Laser & Optoelectronics Progress
  • Vol. 58, Issue 24, 2428003 (2021)
Dong Shen, Yuhang Xu*, Qiang Li, Jing Di, and Xia Huang
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
  • show less
    DOI: 10.3788/LOP202158.2428003 Cite this Article Set citation alerts
    Dong Shen, Yuhang Xu, Qiang Li, Jing Di, Xia Huang. Research on Laser SLAM Algorithm Based on Sparse Pose Optimization[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2428003 Copy Citation Text show less
    References

    [1] Wang Z L, Zhao J, Cai H G. Asurvey of front-end method for graph-based SLAM under large-scale environment[J]. Journal of Harbin Institute of Technology, 47, 75-85(2015).

    [2] Sang D. Research on AGV indoor autonomous navigation algorithm based on graph optimized laser SLAM[D](2019).

    [3] Lu F, Milios E. Globally consistent range scan alignment for environment mapping[J]. Autonomous Robots, 4, 333-349(1997).

    [4] Olson E, Leonard J, Teller S. Fast iterative alignment of pose graphs with poor initial estimates[C]. //Proceedings 2006 IEEE International Conference on Robotics and Automation, May 15-19, 2006, Orlando, FL, USA., 2262-2269(2006).

    [5] Grisetti G, Stachniss C, Burgard W. Nonlinear constraint network optimization for efficient map learning[J]. IEEE Transactions on Intelligent Transportation Systems, 10, 428-439(2009).

    [6] Montemerlo M, Thrun S, Koller D et al. FastSLAM: a factored solution to the simultaneous localization and mapping problem[C]. //Proceedings of the AAAI National Conference on Artificial Intelligence, February 2-9, 2002, New York, 593-598(2002).

    [7] Dellaert F, Kaess M. Squareroot SAM: simultaneous localization and mapping via square root information smoothing[J]. The International Journal of Robotics Research, 25, 1181-1203(2006).

    [8] Kaess M, Ranganathan A, Dellaert F. iSAM:incremental smoothing and mapping[J]. IEEE Transactions on Robotics, 24, 1365-1378(2008).

    [9] Yang K. Research on 2D SLAM method in dynamic scene[D](2018).

    [10] Zhang Y, Zheng X F, Luo Y et al. SLAM algorithm with Gaussian distributed resampling Rao-Blackwellized particle filter[J]. Control and Decision, 31, 2299-2304(2016).

    [11] Montemerlo M, Thrun S, Koller D et al. Fast SLAM 2.0: an improved particle filtering algorithm for simultaneous localization and mapping that provably intensive[C]. //Proceedigns of the Sixteenth International Joint Conference on Artificial Intelligence (IJCAI), August 9, 2003, Menlo Park, CA, USA, 1151-1156(2003).

    [12] Yin Z, Lü Y J, Lü J N. An optimized SLAM substation complex environment map construction[J]. Journal of Shandong University of Science and Technology (Natural Science), 39, 126-132(2020).

    [13] Liu D, Duan J M, Meng X Y. A SLAM system of intelligent vehicle based on laser radar[J]. Laser Journal, 39, 76-82(2018).

    [14] Segura M J, Auat Cheein F A, Toibero J M et al. Ultra wide-band localization and SLAM: a comparative study for mobile robot navigation[J]. Sensors, 11, 2035-2055(2011).

    [15] Grisetti G, Stachniss C, Burgard W. Improved techniques for grid mapping with Rao-Blackwellized particle filters[J]. IEEE Transactions on Robotics, 23, 34-46(2007).

    [16] Wang Y R, Deng G Q, Liu Y et al. Optimal design of RBPF-SLAM system based on LIDAR sensor[J]. Transducer and Microsystem Technologies, 36, 77-80(2017).

    [17] Yan L, Dai J C, Tan J X et al. Global fine registration of point cloud in LiDAR SLAM based on pose graph[J]. Acta Geodaetica et Cartographica Sinica, 48, 313-321(2019).

    Dong Shen, Yuhang Xu, Qiang Li, Jing Di, Xia Huang. Research on Laser SLAM Algorithm Based on Sparse Pose Optimization[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2428003
    Download Citation