Journal
IEEE ROBOTICS AND AUTOMATION LETTERS
Volume 6, Issue 2, Pages 1816-1823Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LRA.2021.3060717
Keywords
Back-relaxation; cooperative collision avoidance; IPMC; robotic fish
Categories
Funding
- National Science Foundation [CNS-1446557, IIS-1851817]
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A collision avoidance control strategy was developed for a robotic fish with a two-joint fishtail powered by a servo motor and an IPMC. Experimental tests were conducted to model and control the turning motion of the fish using the back-relaxation phenomenon of the IPMC and a data-driven approach. The collision avoidance control law based on the IPMC voltages was validated through experiments.
In this letter, a collision avoidance control strategy is developed for a robotic fish that is propelled by a two-joint fishtail, comprising a servo motor and an ionic polymer-metal composite (IPMC), which are used as solid and soft actuators, respectively. In this dual-actuator system, the forward motion of the fish is controlled by the servo motor, which generates a flapping motion at its first joint, and the turning motion of the fish is controlled by bending the IPMC at its second joint. When a constant voltage is applied to the IPMC, the robotic fish is observed to demonstrate a short-term turning characteristic, and this is attributed to the back-relaxation phenomenon inherent in the IPMC. In order to capture this unique characteristic, a data-driven approach is adopted to model the fish's lateral acceleration response when subjected to an IPMC voltage input. Experimental tests, including bending tests on an individual IPMC slice and turning tests on the robotic fish (with the servo/IPMC tail), are conducted to collect sufficient data to identify a transfer function that relates the voltage applied to the IPMC with the lateral acceleration response of the fish. This transfer function is then integrated with a collision avoidance control law (based on the collision cone concept) to determine the IPMC voltages for a pair of robotic fish to avoid collisions. Experiments are performed to validate the collision avoidance control law.
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