2008
DOI: 10.1163/156855308x294680
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Non-holonomic Path Planning of a Free-Floating Space Robotic System Using Genetic Algorithms

Abstract: In this paper, the non-holonomic characteristic of a free-floating space robotic system is used to plan the path of the manipulator joints, by whose motion the base attitude and the manipulator joints attain the desired states. Here, we parameterize the joint trajectory using sinusoidal functions, whose arguments are high-order polynomials. Then, we define the cost function for optimization according to the constraint conditions and the accuracy of the space robot. Finally, genetic algorithms (GAs) are used to… Show more

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Cited by 39 publications
(22 citation statements)
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References 32 publications
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“…Agrawal et al extended this method to a three-link spatial space robot in [102]. Using genetic algorithms, a non-holonomic path planning was introduced by Xu et al [103]. The method's advantages are: the motion of the manipulator and the disturbance to the base are practically constrained; the planned motion path is smooth; and the convergence of the algorithm is not affected by the singularities.…”
Section: A1 Non-holonomic Path Planningmentioning
confidence: 99%
“…Agrawal et al extended this method to a three-link spatial space robot in [102]. Using genetic algorithms, a non-holonomic path planning was introduced by Xu et al [103]. The method's advantages are: the motion of the manipulator and the disturbance to the base are practically constrained; the planned motion path is smooth; and the convergence of the algorithm is not affected by the singularities.…”
Section: A1 Non-holonomic Path Planningmentioning
confidence: 99%
“…Moreover, larger variation of the base attitude during the maneuvre is not admissible for safety. So it is necessary to limit the range of the attitude variation: (29) where (t) is the equivalent Euler rotation angle at time t, 0 is its initial value and limit is the limited variation of the base attitude.…”
Section: Constraints Of the Trajectory Planningmentioning
confidence: 99%
“…In this paper, a novel planning method, which is the further research of the previous works [29,27], is proposed to plan the trajectory of a free-floating space robotic system. With the method, the target is berthed to the desired configuration and the base is re-orientated to the desired attitude simultaneously, only by controlling the manipulator joints.…”
Section: Introductionmentioning
confidence: 99%
“…Therefore space robotic technologies have been emphasized by many countries [4][5][6][7][8]. However, from the 1980s onwards full autonomy of a space robot has been considered an impossible goal in the near future because of the restriction of mechanism, control, sensor and artificial intelligence.…”
Section: Introductionmentioning
confidence: 99%