Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots
Omni-directional walking is an important part for biped robots. Whereas, the problems of complex model, low stability, low flexibility, etc., existing in walking planning of biped robots, attract interests of many researchers. This paper proposes an adaptive omni-directional walking method with fuzz...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2016-06-01
|
| Series: | International Journal of Networked and Distributed Computing (IJNDC) |
| Subjects: | |
| Online Access: | https://www.atlantis-press.com/article/25859745.pdf |
| _version_ | 1797714626597617664 |
|---|---|
| author | Haobin Shi Xuesi Li Huahui Chen Shixiong Wang |
| author_facet | Haobin Shi Xuesi Li Huahui Chen Shixiong Wang |
| author_sort | Haobin Shi |
| collection | DOAJ |
| description | Omni-directional walking is an important part for biped robots. Whereas, the problems of complex model, low stability, low flexibility, etc., existing in walking planning of biped robots, attract interests of many researchers. This paper proposes an adaptive omni-directional walking method with fuzzy interpolation (OW-FI) applied to a fast-stable omni-directional walking. A new separated omni-directional walking method consisting of straight walking, based on the improve Hermite interpolation, and rotation is designed to simplify the walking model and achieve a good key frame data selection. The mapping relationship between poses and actuators’ angular speeds is then constructed by walking transforming model based on kinematics. In order to implement a stable and adaptive walking, a fuzzy approach to walking parameters adjustment is presented, where the step length and rotational speed of omni-directional walking are controlled fuzzily. The results of simulations and experiments demonstrate that the proposed method has better properties in adaptability and stability than the competing methods. |
| first_indexed | 2024-03-12T07:54:43Z |
| format | Article |
| id | doaj.art-3c9c94a28d4848048d7820bf87a98649 |
| institution | Directory Open Access Journal |
| issn | 2211-7946 |
| language | English |
| last_indexed | 2024-03-12T07:54:43Z |
| publishDate | 2016-06-01 |
| publisher | Springer |
| record_format | Article |
| series | International Journal of Networked and Distributed Computing (IJNDC) |
| spelling | doaj.art-3c9c94a28d4848048d7820bf87a986492023-09-02T20:17:26ZengSpringerInternational Journal of Networked and Distributed Computing (IJNDC)2211-79462016-06-014310.2991/ijndc.2016.4.3.2Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped RobotsHaobin ShiXuesi LiHuahui ChenShixiong WangOmni-directional walking is an important part for biped robots. Whereas, the problems of complex model, low stability, low flexibility, etc., existing in walking planning of biped robots, attract interests of many researchers. This paper proposes an adaptive omni-directional walking method with fuzzy interpolation (OW-FI) applied to a fast-stable omni-directional walking. A new separated omni-directional walking method consisting of straight walking, based on the improve Hermite interpolation, and rotation is designed to simplify the walking model and achieve a good key frame data selection. The mapping relationship between poses and actuators’ angular speeds is then constructed by walking transforming model based on kinematics. In order to implement a stable and adaptive walking, a fuzzy approach to walking parameters adjustment is presented, where the step length and rotational speed of omni-directional walking are controlled fuzzily. The results of simulations and experiments demonstrate that the proposed method has better properties in adaptability and stability than the competing methods.https://www.atlantis-press.com/article/25859745.pdfOmni-directional walkingBiped robotFuzzy controlHermite InterpolationRobot kinematics. |
| spellingShingle | Haobin Shi Xuesi Li Huahui Chen Shixiong Wang Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots International Journal of Networked and Distributed Computing (IJNDC) Omni-directional walking Biped robot Fuzzy control Hermite Interpolation Robot kinematics. |
| title | Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots |
| title_full | Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots |
| title_fullStr | Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots |
| title_full_unstemmed | Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots |
| title_short | Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots |
| title_sort | adaptive omni directional walking method with fuzzy interpolation for biped robots |
| topic | Omni-directional walking Biped robot Fuzzy control Hermite Interpolation Robot kinematics. |
| url | https://www.atlantis-press.com/article/25859745.pdf |
| work_keys_str_mv | AT haobinshi adaptiveomnidirectionalwalkingmethodwithfuzzyinterpolationforbipedrobots AT xuesili adaptiveomnidirectionalwalkingmethodwithfuzzyinterpolationforbipedrobots AT huahuichen adaptiveomnidirectionalwalkingmethodwithfuzzyinterpolationforbipedrobots AT shixiongwang adaptiveomnidirectionalwalkingmethodwithfuzzyinterpolationforbipedrobots |