title: Closed-loop control of zebrafish response using a bioinspired robotic-fish in a preference test.
abstract: In this paper, we study the response of zebrafish to a robotic-fish whose morphology and colour pattern are inspired by zebrafish. Experiments are conducted in a three-chambered instrumented water tank where a robotic-fish is juxtaposed with an empty compartment, and the preference of live subjects is scored as the mean time spent in the vicinity of the tank's two lateral sides. The tail-beating of the robotic-fish is controlled in real-time based on feedback from fish motion to explore a spectrum of closed-loop systems, including proportional and integral controllers. Closed-loop control systems are complemented by open-loop strategies, wherein the tail-beat of the robotic-fish is independent of the fish motion. The preference space and the locomotory patterns of fish for each experimental condition are analysed and compared to understand the influence of real-time closed-loop control on zebrafish response. The results of this study show that zebrafish respond differently to the pattern of tail-beating motion executed by the robotic-fish. Specifically, the preference and behaviour of zebrafish depend on whether the robotic-fish tail-beating frequency is controlled as a function of fish motion and how such closed-loop control is implemented.
authors.affiliation: Department of Mechanical and Aerospace Engineering, Polytechnic Institute of New York University, Six MetroTech Center, Brooklyn, NY 11201, USA.
authors.forename: Vladislav
authors.initials: V
authors.lastname: Kopman
authors.forename: Jeffrey
authors.initials: J
authors.lastname: Laut
authors.forename: Giovanni
authors.initials: G
authors.lastname: Polverino
authors.forename: Maurizio
authors.initials: M
authors.lastname: Porfiri
mesh_terms: D000818:Animals; D001522:Behavior, Animal / Q000502:physiology*; D005260:Female; D008297:Male; D012371:Robotics; D013550:Swimming / Q000502:physiology; D013623:Tail / Q000502:physiology; D015027:Zebrafish / Q000502:physiology*