Path Planning of Continuum Robot Based on a New Improved Particle Swarm Optimization Algorithm

来源 :Journal of Harbin Institute of Technology | 被引量 : 0次 | 上传用户:a12c3d4e5f6
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Continuum robot is a new type of biomimetic robot,which realizes the motion by bending some parts of its body.So its path planning becomes more difficult even compared with hyper-redundant robots.In this paper a circular arc spline interpolating method is proposed for the robot shape description,and a new two-stage position-selectable-updating particle swarm optimization(TPPSO)algorithm is put forward to solve this path planning problem.The algorithm decomposes the standard PSO velocity’s single-step updating formula into twostage multi-point updating,specifically adopting three points as candidates and selecting the best one as the updated position in the first half stage,and similarly taking seven points as candidates and selecting the best one as the final position in the last half stage.This scheme refines and widens each particle’s searching trajectory,increases the updating speed of the individual best,and improves the converging speed and precision.Aiming at the optimization objective to minimize the sum of all the motion displacements of every segmental points and all the axial stretching or contracting displacements of every segment,the TPPSO algorithm is used to solve the path planning problem.The detailed solution procedure is presented.Numerical examples of five path planning cases show that the proposed algorithm is simple,robust,and efficient. Continuum robot is a new type of biomimetic robot, which realizes the motion by bending some parts of its body. So its path planning becomes more difficult even compared with hyper-redundant robots. This paper a circular arc spline interpolating method is proposed for the robot shape description, and a new two-stage position-selectable-updating particle swarm optimization (TPPSO) algorithm is put forward to solve this path planning problem. The algorithm decomposes the standard PSO velocity’s single-step updating formula into twostage multi-point updating , specifically using three points as candidates and selecting the best one as the updated position in the first half stage, and similar taking seven points as candidates and selecting the best one as the final position in the last half stage. This scheme refines and widens each particle’s searching trajectory, increases the updating speed of the individual best, and improves the converging speed and precision. Aiming at the optimization objective to minimize the sum of all the motion displacements of every segmental points and all the axial stretching or contracting displacements of every segment, the TPPSO algorithm is used to solve the path planning problem. The detailed solution procedure is presented. Numerical examples of five path planning cases show that the proposed algorithm is simple, robust, and efficient.
其他文献
This paper studies optimal shape design of pressure vessel head subject to internal uniform pressure.The optimization aims at minimizing its maximum stress whil
期刊
期刊
本刊讯通讯员高歌报道截至2008年底,吉林省列入国家第二批“禁实”名单的12个城市圆满完成了目标任务,取得了阶段性成果.日前四部委发布的全国第三批“禁实”城市名单中,吉林
1病例报告患者,女,28岁,因“腹痛、腹泻半月余,停止排便排气2d”于2013年10月8日由急诊收入院。患者于半个月前无明显诱因出现腹痛,以持续性闷痛为主,程度轻,可耐受,与体位、
期刊
期刊
途虎养车作为汽车保养服务平台,主营轮胎业务,同时为用户提供汽车保养、汽车美容等服务.本文简要介绍途虎养车工场店的标准化评价体系,包括:技术施工标准化、服务流程标准化
期刊
The low carbon Nb-Ti microalloyed tested steel was prepared by the process of vacuum induction furnace smelting,forging and hot rolling.The new steel aims to me
糖尿病(diabetes mellitus,DM)是目前最常见的代谢性疾病之一,其患病人数在2011年已达到30亿,随着生活水平的不断提高,糖尿病发病率也迅速上升。最新世界卫生组织(WHO)糖尿病