journal article·2023-03-01

Control and study of bio-inspired quadrupedal gaits on an underactuated miniature robot

Mohammad Askari, Mustafa Ugur, Nima Mahkam, Alper Yeldan, Onur Ozcan

Bioinspiration & Biomimetics· Volume 18· Issue 2
Publisher page

Abstract

Abstract This paper presents a linear quadratic Gaussian (LQG) controller for controlling the gait of a miniature, foldable quadruped robot with individually actuated and controlled legs (MinIAQ-III). The controller is implemented on a palm-size robot made by folding an acetate sheet. MinIAQ-III has four DC motors for actuation and four rotary sensors for feedback. It is one of the few untethered robots on a miniature scale capable of working with different gaits with the help of its individually-actuated legs and the developed controller. The presented LQG controller controls each leg’s positions and rotational speeds by measuring the positions and estimating the rotational speeds, respectively. With the precise gait control on the robot, we demonstrate different gaits inspired by quadrupeds in nature and compare the simulation and experiment results for some of the gaits. An extensive simulation environment developed for robot dynamics helps us to predict the locomotion behavior of the robot in various environments. The match between the simulation and the experiment results shows that the proposed LQG controller can successfully control the miniature robot’s gaits. We also conduct a case study that shows the potential to use the simulation to achieve different robot behavior. In a case study, we present our robot performing a prancing similar to horses. We use the simulation environment to find the required motor configuration phases and physical parameters, which can make our robot prance. After finding the parameters in simulation, we replicate the configuration in our robot and observe the robot making the same moves as the simulation.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Robotic Locomotion and Control · Biomimetic flight and propulsion mechanisms · Prosthetics and Rehabilitation Robotics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (31)

Show source-provided references
1. DASH: a dynamic 16g hexapedal robot10.1109/IROS.2009.5354561 ↗
2. Design and feedback control of a biologically-inspired miniature quadruped10.1109/IROS.2013.6696538 ↗
3. Dynamic modeling and gait analysis for miniature robots in the absence of foot placement control
4. Muybridge · 1887
5. Inter-leg coordination in the control of walking speed in drosophila10.1242/jeb.078139 ↗
6. Understanding central pattern generators: insights gained from the study of invertebrate systems
7. Passive compliant quadruped robot using central pattern generators for locomotion control
8. Adaptive walking on slope of quadruped robot based on CPG
9. Gait transition and modulation in a quadruped robot: a brainstem-like modulation approach10.1016/j.robot.2011.05.003 ↗
10. Climbing favours the tripod gait over alternative faster insect gaits10.1038/ncomms14494 ↗
11. Automatic gait optimisation for quadruped robots
12. Gait optimization on a humanoid robot using particle swarm optimization
13. RHex: a simple and highly mobile hexapod robot10.1177/02783640122067570 ↗
14. Towards dynamic trot gait locomotion: design, control and experiments with cheetah-cub, a compliant quadruped robot10.1177/0278364913489205 ↗
15. A quadruped robot exhibiting spontaneous gait transitions from walking to trotting to galloping10.1038/s41598-017-00348-9 ↗
16. Robot makers: the future of digital rapid design and fabrication of robots10.1109/MRA.2015.2482838 ↗
17. Design of a cricket microrobot10.1109/ROBOT.2000.844747 ↗
18. Effect of inertial tail on yaw rate of 45 gram legged robot
19. Contact-implicit optimization of locomotion trajectories for a quadrupedal microrobot10.15607/RSS.2018.XIV.041 ↗
20. Design and operation of MinIAQ: an untethered foldable miniature quadruped with individually actuated legs
21. MinIAQ-II: a miniature foldable quadruped with an improved leg mechanism
22. Bryson · 2018
23. Kalman and Bayesian filters in python
24. Siegwart · 2011
25. Gait and the energetics of locomotion in horses10.1038/292239a0 ↗
26. The economy of terrestrial locomotion10.1016/j.cub.2022.04.063 ↗
27. Gait and locomotion analysis of a soft-hybrid multi-legged modular miniature robot10.1088/1748-3190/ac245e ↗
28. Anymal—a highly mobile and dynamic quadrupedal robot
29. Mini cheetah: a platform for pushing the limits of dynamic quadruped control
30. Effect of variation in form on the cost of terrestrial locomotion10.1242/jeb.150.1.233 ↗
31. High speed locomotion for a quadrupedal microrobot10.1177/0278364914521473 ↗