Designing Nest-Fold System Via Dual-Route Fractal Process and Application in Chaotic Mobile Robot

Ning Wang, Muhammad Marwan, Yan Yang, Xiongjian Chen, Herbert Ho Ching Iu, Quan Xu

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

Autonomous mobile robot with chaotic navigation, named chaotic mobile robot (CMR), has shown significant potential applications for dangerous or special duties in Internet of Things. As the control source of CMR, the application of novel chaotic dynamical systems with good design flexibility, topological transitivity, and sensitivity to initial conditions, will favor analyzing the whole workplace. To this purpose, a novel dual-route fractal process (DRFP) is proposed based on Julia and advanced Julia functions, which implements automatic design of multi-folded chaotic prototype models for given seed chaotic system. In comparison with traditional Julia fractal process, the DRFP shows significant advantage in filling in the chaotic trajectory in empty inner space, which is beneficial to design CMR with high-performance. The simulation and experiment are presented to validate the design feasibility of the DFRP. Finally, a two wheeled differential drive system coupled with the chaotic model is designed to observe its navigation performances in either open region or bounded region with obstacles.

Original languageEnglish
Pages (from-to)9206-9217
Number of pages12
JournalIEEE Internet of Things Journal
Volume12
Issue number7
DOIs
Publication statusPublished - Apr 2025

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