Evolution and Analysis of Neuromorphic Flapping Wing Flight Control / Nejlevnější knihy
Evolution and Analysis of Neuromorphic Flapping Wing Flight Control

Kód: 06889154

Evolution and Analysis of Neuromorphic Flapping Wing Flight Control

Autor Sanjay Kumar Boddhu

The control of insect-sized flapping-wing micro air vehicles is attracting increasing interest. Solution of the problem requires construction of a controller that is physically small, extremely power efficient, and capable. In add ... celý popis

2218


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Anotace knihy

The control of insect-sized flapping-wing micro air vehicles is attracting increasing interest. Solution of the problem requires construction of a controller that is physically small, extremely power efficient, and capable. In addition, process variation in the creation of very small wings and armatures as well as the potential for accumulating damage and wear over the course of a vehicle's lifetime suggest that controllers be able to self-adapt to the specific and possibly changing nature of the vehicles in which they are embedded. Previous work with Evolvable Hardware Continuous Time Recurrent Neural Networks (CTRNNs) as applied to adaptive control of walking in legged robots suggests that CTRNNs may provide a suitable control solution for flapping-wing micro air vehicles. However, upon complete analysis, it can be seen that perceived similarities between the two problems are somewhat superficial, and that flapping-wing vehicle control requires its own study. This book constitutes the first of its kind attempts, to apply evolvable CTRNN devices to demonstrate feasibility flight controllers for a flapping-wing micro air vehicle.

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Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues

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