Method of path planning for home security robots based on genetic algorithm

被引:0
|
作者
Institute of Robot and Information Automatic System, Nankai University, Tianjin 300071, China [1 ]
机构
来源
Gaojishu Tongxin | 2007年 / 9卷 / 924-928期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
By combining the field knowledge with the genetic algorithm, a path planning method was proposed for home security robots. The algorithm used an improved grid method to represent home environments, redefined the evaluation method for the fitness function of path planning, and designed the effective path genetic operators. The simulation result indicated that this method was valid and effective. It realized the path planning and dynamic obstacle-avoidance of home security robots under actual home environment.
引用
收藏
页码:924 / 928
相关论文
共 50 条
  • [1] Path Planning of Mobile Robots Based on Genetic Algorithm
    Zhang, Yansheng
    Ou, BingHao
    Xu, YuanHong
    Dai, ChaoShu
    2023 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYTICS, ICCCBDA, 2023, : 501 - 505
  • [2] An Exploratory Path Planning Method based on Genetic Algorithm for Autonomous Mobile Robots
    Santos, Valeria de Carvalho
    Motta Toledo, Claudio Fabiano
    Osorio, Fernando Santos
    2015 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2015, : 62 - 69
  • [3] Detecting Robots Path Planning Based on Improved Genetic Algorithm
    Cui, Shi-Gang
    Dong, Jiang-Lei
    2013 THIRD INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2013, : 204 - 207
  • [4] A genetic path planning algorithm for redundant articulated robots
    Nearchou, AC
    Aspragathos, NA
    ROBOTICA, 1997, 15 : 213 - 224
  • [5] Wave Front Method Based Path Planning Algorithm for Mobile Robots
    Ghai, Bhavya
    Shukla, Anupam
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR INTELLIGENT SYSTEMS: VOL 2, 2016, 51 : 279 - 286
  • [6] Genetic algorithm based path planning and dynamic obstacle avoidance of mobile robots
    Han, WG
    Baek, SM
    Kuc, TY
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 2747 - 2751
  • [7] Path planning method based on neural network and genetic algorithm
    Chen, HH
    Du, X
    Gu, WK
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 667 - 671
  • [8] Method of machining path planning for robot based on genetic algorithm
    Guo, Tongying
    Qu, Daokui
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2004, 32 (SUPPL.): : 123 - 125
  • [9] A Dynamic Path Planning Method for Social Robots in the Home Environment
    Zhang, Chen
    Zhou, Lelai
    Li, Yibin
    Fan, Yong
    ELECTRONICS, 2020, 9 (07) : 1 - 18
  • [10] Path Planning of Underwater Swarm Robots using Genetic Algorithm
    Vicmudo, Marck P.
    Dadios, Elmer P.
    Vicerra, Ryan Rhay P.
    2014 INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM), 2014,