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《Chinese High Technology Letters》 2008-04
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An improved FastSLAM algorithm for mobile robots'self-navigation in unknown large-scale environments

Guo Lijin~(* **) Wang Huaxiang~(**) Meng Qinghao~(**) Zeng Ming~(**) Qiu Yanan~(**)(* School of Computer Technology and Automation,Tianjin Polytechnic University,Tianjin 300160)(** School of Electric Engineering and Automation,Tianjin University,Tianjin 300072)  
To solve the data association problem of the fast simultaneous location and mapping (FastSLAM) algorithm in un- known large-scale environments for mobile robots,the paper adopts a data association solution for FastSLAM algorithm in unknown large-scale environments (uncertain data association) by using the united technology of per-particle maximum likelihood and negative information approach.The improved algorithm uses the per-particle maximum likelihood approach to avoid the motion noise that has influence on the accuracy of the latter data association and the aim-lost phenomnen ap- pearing.It also uses the negative information method to avoid the erroneous landmarks added in the maps.Simulation re- sults show that the improved FastSLAM solves the data association and improves the performance of localization and map- ping greatly in the unknown large-scale environments.
【Fund】: 国家自然科学基金(60475028);; 天津市高等学校科技发展基金(2006ba54)资助项目
【CateGory Index】: TP242
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 CHI Jian-nan,XU Xin-he (Institute of Artificial Intelligence and Robotics,Northeastern University,Shengyang 110004,China);RESEARCH ON SIMULTANEOUS LOCALIZATION AND MAPPING OF MOBILE ROBOT[J];Robot;2004-01
2 LUO Rong-hua,HONG Bing-rong(School of Computer Science and Technology,Harbin Institute of Technology,Harbin\ 150001,China);The Progress of Simultaneous Localization and Mapping for Mobile Robot[J];Robot;2004-02
3 WANG Lu, CAI Zi xing(Institute of Intelligent System and Software, School of Information Science and Engineering, Central South University, Changsha\ 410083, China);Progress of CML for Mobile Robots in Unknown Environments[J];Robot;2004-04
4 YU Hong-shan,WANG Yao-nan(College of Electrical and Information Engineering,Hunan University, Changsha 410082,China);A Review on Mobile Robot Localization and Map-building Algorithms Based on Particle Filters[J];Robot;2007-03
5 CHEN Wei-dong, ZHANG Fei (Department of Automation,Shanghai Jiao Tong University,Shanghai 200030,China);Review on the achievements in simultaneous localization and map building for mobile robot[J];Control Theory & Applications;2005-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Jin cao( School of Electromechanics Engineer, Wuhan University of Technology,Wuhan 430070, China);Research on Localization Method for Indoor Autonomous Mobile Robot[J];Drive System Technique;2006-04
2 DING Wei~1,SUN Hua~2,ZENG Jian-hui~2(1.College of Automation,Harbin University of Science and Technology,Harbin 150080,China;2.College of Automation,Harbin University of Engineering,Harbin 150001,China);Survey of mobile robot navigation technology based on multi-sensor information fusion[J];Transducer and Microsystem Technologies;2006-07
3 LUO Sheng(School of Mechanical & Electrical Engineering,Wenzhou University,Wenzhou 325035,China);Status of cleaning robots and some key technologies of its intelligent system[J];Transducer and Microsystem Technologies;2007-11
4 ;Research On Localization Method For Indoor Autonomous Mobile Robot[J];Sensor World;2006-11
5 WANG You-sheng,QIAO Yi,Naohiko Hanajima,ZHAO Li-na(Dalian Jiaotong University,Dalian 116028,China);The Improvement of the Mobile Robot in Simultaneous Localization and Navigation Research[J];Computer Knowledge and Technology;2010-18
6 XUE Ting,ZHU Ji-gui,WU Bin,YE Sheng-hua(State Key Laboratory of Precision Measuring Technology & Instrument,Tianjin University,Tianjin 300072,China);Novel approach for 3D image mosaic by mark constraint[J];Opto-electronic Engineering;2005-09
7 WANG Zhong-shan,HE Xin,FU Liang-liang(Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Department of Space Optics,Changchun 130033,China);Research on Mobile Robot EKF SLAM Based on Ultrasonic Range Finding Feature Extraction[J];OME Information;2010-07
8 Chen Baifan Cai Zixing Pan Wei (School of Information Science and Engineering,Central South University,Changsha 410083);Mapping dynamic environments based on sonar and camera[J];Chinese High Technology Letters;2009-04
9 SHI Ye,WU Huai-yu,XU Wen-xia,PENG Sheng-yuan(College of Information Science and Engineering,Wuhan University of Science and Technology,Wuhan 430081,China);A method of mobile robot's SLAM based on extended Kalman filter[J];Electronic Design Engineering;2012-01
10 GUO Zi-guang,SHI Wu-xi(School of Electrical Engineering and Automation,Tianjin Polytechnic University,Tianjin,300380,China);Dynamic simulation platform of mobile robot based on ultrasonic obstacle avoidance[J];Electronic Instrumentation Customers;2013-01
China Proceedings of conference Full-text Database 9 Hits
1 Li Meiyi College of Information Engineering,Xiangtan Universit.Xiangtan 411105,P.R.China;Multi-objective Immune Evolutionary Algorithms for SLAM[A];[C];2007
2 Sun Fengchi 1,Lu Wei 2,Wang Tingting 1 1.College of Software,Nankai University,Tianjin 300071,P.R.China 2.China Foreign Exchange Trade Center Beijing Backup Center,Beijing 100037,P.R.China;On Data Association for Mobile Robot SLAM Based on Dynamic Threshold[A];[C];2008
3 Liu Jie1,He Zhendong2,Chen Lumin1 1.College of Mechanical and Electrical Engineering,Zhengzhou University of Light Industry,Zhengzhou 45000,P.R.China 2.College of Electric&Information Engineering,Zhengzhou University of Light Industry,Zhengzhou 450002,P.R.China;A SLAM Method Based on Memory Database of the Features[A];[C];2008
4 WANG Xi-Bin,ZHAO Guo-Rong,PAN Shuang Department of Control Engineering,Naval Aeronautical and Astronautical University,Yantai 264001,P.R.China;Overview on Simultaneous Localization and Mapping for Uninhabited Aerial Vehicle Vision[A];[C];2011
5 Zou Zhirong,Cai Zixing,and Chen Baifan;An Improved FastSLAM Method Based on Niche Technique and Particle Swarm Optimization[A];[C];2011
6 Li Shu-jie Chen Zong-hai (Department of Automation,University of Science and Technology of china,Anhui,Hefei,230027);Survey and Comments of Knowledge Representation in Intelligent Simulation Research[A];[C];2009
7 Sheng HAN,Shujie LI,Zonghai CHEN Department of Automation,University of Science and Technology of China,Hefei,China;Analysis and Prospect of the Information Fusion Technique of the Mobile Robot Navigation[A];[C];2011
8 PENG Sheng-Jun, MA Hong-Xu College of Electromechanical Engineering & Automation, National University of Defense Technology, Changsha Hunan 410073, China;Spatial Representation and SLAM Problem Research for Mobile Robot Navigation[A];[C];2005
9 LI Haiyang~1,LI Hongbo~2,LIN Ying~1,LIU Heping~1,YANG Dongfang~2 (1.School of Automation and Electrical Engineering,University of Science and Technology Beijing, Beijing 100083,China; 2.State Key Laboratory of Intelligent Technology and Systems,Department of Computer Science & Technology, Tsinghua University,Beijing 100084,China);Method of SLAM with Kinect[A];[C];2013
【Co-references】
Chinese Journal Full-text Database 7 Hits
1 Li Lei , Chen Xijun , Hou Zengguang, Tan Min ( Lab for Complex System and Intelligence Science, Institute of Automation, CAS, Beijing 100080) ( Bureau of Hi-Tech Industry, Chinese Academy of Sciences, Beijing 100864);Design of the Autonomous Wheeled Mobile Robot C ASIA-1[J];High Technology Letters;2003-11
2 YU Jin-xia 1,2,CAI Zi-xing 2,DUAN Zhuo-hua 2,3(1.College of Computer Science and Technology,Henan Polytechnic University,Jiaozuo 454003,China)(2.College of Information Science and Engineering,Central South University,Changsha 410083,China)(3.Department of Computer Science,Shaoguan University,Shaoguan 512003,China);Detection of dynamic obstacles for mobile robot with laser scanner[J];Optical Technique;2008-02
3 LI Shi\ XU Xu ming\ YE Zhen\ SUN Zeng qi (Department of Computer Science & Technology, State Key Lab of Intelligent Technology & Systems, Tsinghua University,Beijing,100084);INTERNATIONAL ROBOT SOCCER TOURNAMENT AND CORRELATIVE TECHNIQUE[J];ROBOT;2000-05
4 DONG Sheng long\ CHEN Wei dong\ XI Yu geng (Department of Automation, Shanghai Jiaotong University\ Shanghai\ 200030; Robotics Laboratory, Chinese Academy of Sciences, Shenyang,\ 110015);AN DISTRIBUTED CONTROL SYSTEM FOR MULTI MOBILE ROBOTS FORMATION[J];Robot;2000-06
5 DONG Hai-wei,CHEN Wei-dong (Department of Automation,Shanghai Jiaotong University,Shanghai 200240,China);Fast Extended Information Filter SLAM Algorithm Based on Sparsification[J];Robot;2008-03
6 CHEN Wei,WU Tao,LI Zheng,HE Han-gen (College of Mechatronics and Automation,National University of Defense Technology,Changsha 410073,China);A Monocular Vision SLAM Algorithm Based on Particle Filter[J];Robot;2008-03
7 WANG Yao-nan, YU Hong-shan (College of Electrical and Information Engineering, Hunan University, Changsha Hunan 410082, China);A review of simultaneous localization and map building algorithms for mobile robots in unknown environment[J];Control Theory & Applications;2008-01
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 XIA Ke-han~1,XU Hua-long~1,ZHANG Pu-rui~2(1.Second Artillery Engineering College,Xi'an 710025,China;2.Computer Institute,Tsinghua University,Beijing 100083,China);Critical technologies and applications of particle filter[J];Electronics Optics & Control;2005-06
2 WANG Wei hua\ CHEN Wei dong\ XI Yu geng(Institute of Automation, Shanghai Jiaotong University, 200030);UNCERTAIN INFORMATION BASED MAP-BUILDING OF MOBILE ROBOTS IN ABSOLUTELY UNKNOWN ENVIRONMENT[J];Robot;2001-06
3 CAI Zi xing 1, HE Han gen 2, CHEN Hong 3 (1.College of Information Science and Engineering, Central South University, Changsha 410083, China; 2. College of Electromechanical Engineering and Automation, National University of Defense Techn;Some issues for mobile robots navigation under unknown environments[J];Control and Decision;2002-04
4 HU Shi-qiang~(1,2), JING Zhong-liang~1 (1.Department of Automation, Shanghai Jiaotong University, Shanghai 200030,China; 2.Department of Automation, Hebei University of Science and Technology, Shijiazhuang 050054, China);Overview of particle filter algorithm[J];Control and Decision;2005-04
5 WU Qing-Xiang 1 Bell David 2 1(Network Information Center, Fujian Teachers University, Fuzhou 350007) 2(School of Information and Software Engineering, University of Ulster at Jordanstown, BT37 0QB,UK);A Study on Markov Localization for Mobile Robots[J];;2003-01
6 WANG Wei Hua CHEN Wei Dong XI Yu Geng(Institute of Automation, Research Institute of Intelligent Robotic Systems and Technologies, Shanghai Jiaotong University, Shanghai 200030);Uncertainty Sensor Information Processing in Map Building of Mobile Robot[J];;2003-02
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