The Distributed Method to Birdcage RF Coils Optimization Based on Multi-Agent Theory

  • Ye Yuan
  • , Sinan Li
  • , Xingjian Zhao
  • , Jie Zhao
  • , Linyan Wu
  • , Tian Liu
  • , Jue Wang

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

Abstract

In this paper, we present a distributed method for birdcage Radio Frequency (RF) coils optimization model. This method can optimize the birdcage coil when doing magnetic resonance imaging (MRI) to improve their efficiency and performance. We first assume that the birdcage RF coils are the multi-Agent systems, which are usually nonlinear system in practice. Each rung in the birdcage RF coils cage is an agent. Then we employ the distributed optimization algorithm framework, integrating the gradient algorithm to design and optimize the structure of high pass birdcage coils. The algorithm always converges globally. Therefore, it can achieve the goals of increased transmission efficiency and reduced power consumption. The simulation test results are provided to validate that the MRI birdcage RF coils imaging can always get the globally optimal solution under multi-Agent system via agents iterative simulations and practical parameter. The featuring simple parameter iteration of birdcage coil has the significance to the design and manufacturing of birdcage RF coils in ultra-high magnetic field imaging.

Original languageEnglish
Title of host publication2024 10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages242-245
Number of pages4
ISBN (Electronic)9798350370003
DOIs
StatePublished - 2024
Event10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024 - Guangzhou, China
Duration: 29 Mar 202431 Mar 2024

Publication series

Name2024 10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024

Conference

Conference10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024
Country/TerritoryChina
CityGuangzhou
Period29/03/2431/03/24

Keywords

  • Birdcage RF coils
  • distributed method
  • multi-Agent systems
  • nonlinear system

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