The Design of Embedded Fuzzy Logic Controller for Autonomous Mobile Robots

Youngwoo Jeong, Won Sik Jeong, Jin Young Shin, Seung Eun Lee

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

In this paper, we propose an embedded fuzzy logic controller (EFLC) with a focus on addressing the challenges arising from the increasing number of fuzzy rules in autonomous mobile robots (AMRs). The Cortex-M0 is selected as the main processor, and the entire logic was implemented utilizing Verilog HDL. In order to evaluate performance, we analyzed the execution time difference between a software-only implementation of a fuzzy logic controller (FLC) on Cortex-M0 and a hardware-accelerated implementation with the proposed EFLC. The effectiveness and feasibility of the proposed design were demonstrated through simulations and field-programmable gate array (FPGA) implementation.

Original languageEnglish
Title of host publicationProceedings - International SoC Design Conference 2023, ISOCC 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages145-146
Number of pages2
ISBN (Electronic)9798350327038
DOIs
StatePublished - 2023
Event20th International SoC Design Conference, ISOCC 2023 - Jeju, Korea, Republic of
Duration: 25 Oct 202328 Oct 2023

Publication series

NameProceedings - International SoC Design Conference 2023, ISOCC 2023

Conference

Conference20th International SoC Design Conference, ISOCC 2023
Country/TerritoryKorea, Republic of
CityJeju
Period25/10/2328/10/23

Keywords

  • Autonomous Mobile Robots
  • Dedicated Circuit
  • Embedded System
  • formatting
  • Fuzzy Logic Controller

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