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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
  • Xi'an Jiaotong University
  • University of Health and Rehabilitation Sciences

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名2024 10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024
出版商Institute of Electrical and Electronics Engineers Inc.
242-245
页数4
ISBN(电子版)9798350370003
DOI
出版状态已出版 - 2024
活动10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024 - Guangzhou, 中国
期限: 29 3月 202431 3月 2024

出版系列

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

会议

会议10th International Conference on Electrical Engineering, Control and Robotics, EECR 2024
国家/地区中国
Guangzhou
时期29/03/2431/03/24

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