计算机工程与设计
計算機工程與設計
계산궤공정여설계
COMPUTER ENGINEERING AND DESIGN
2015年
7期
1859-1864
,共6页
连晓峰%郭卫平%廉小亲%苏中%赵旭
連曉峰%郭衛平%廉小親%囌中%趙旭
련효봉%곽위평%렴소친%소중%조욱
中枢模式发生器%遗传算法%参数优化%节律%蛇形机器人
中樞模式髮生器%遺傳算法%參數優化%節律%蛇形機器人
중추모식발생기%유전산법%삼수우화%절률%사형궤기인
CPG%genetic algorithm%parameters optimization%rhythm%snake-like robot
针对蛇形机器人采用的循环抑制CPG模型,为解决CPG控制模型中参数整定效率低、不稳定的问题,阐述基于CPG模型的蛇形搜救机器人控制系统总体方案的设计,提出一种基于遗传算法的CPG控制模型参数优化方法,实现链式CPG网络的节律输出。仿真实现蛇形搜救机器人各关节控制信号的有效输出,仿真结果表明,该方法具有高效、准确、稳定等优点,可有效应用于蛇形搜救机器人的步态控制。
針對蛇形機器人採用的循環抑製CPG模型,為解決CPG控製模型中參數整定效率低、不穩定的問題,闡述基于CPG模型的蛇形搜救機器人控製繫統總體方案的設計,提齣一種基于遺傳算法的CPG控製模型參數優化方法,實現鏈式CPG網絡的節律輸齣。倣真實現蛇形搜救機器人各關節控製信號的有效輸齣,倣真結果錶明,該方法具有高效、準確、穩定等優點,可有效應用于蛇形搜救機器人的步態控製。
침대사형궤기인채용적순배억제CPG모형,위해결CPG공제모형중삼수정정효솔저、불은정적문제,천술기우CPG모형적사형수구궤기인공제계통총체방안적설계,제출일충기우유전산법적CPG공제모형삼수우화방법,실현련식CPG망락적절률수출。방진실현사형수구궤기인각관절공제신호적유효수출,방진결과표명,해방법구유고효、준학、은정등우점,가유효응용우사형수구궤기인적보태공제。
For the circulation inhibition of CPG model used in the snake‐like robot ,to solve the problem that tuning efficiency of GPC control parameters is low and unstable ,the overall design scheme of control system of snake‐like robot based on CPG model was described firstly ,then a method was proposed to optimize parameters of the CPG mode based on genetic algorithm ,so that the rhythmic output of the GPG network chain was implemented .Finally ,the effecitive output of each joint control signal of snake‐like robot was implemented by simulation .The experimental results show that the method has the advantages of high effi‐ciency ,accuracy and stability ,which can be effectively applied to the gait control of snake‐like robot .