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- W4287844206 abstract "In recent years, high-intensity focused ultrasound(HIFU) has received more and more attention due to its advantages of minimally invasive treatment. The emergence of phased array technology has made up for high-intensity focused ultrasound technical deficiencies, making HIFU technology further developed. High-intensity focused ultrasound treatment technology is mainly divided into two aspects: precise focusing of ultrasound and focal temperature control. This paper mainly studies temperature control and proposes a residual BP neural network PID control strategy(Res-BPPID) to control the temperature in the acoustic focal region. The simulation results show that the method in this paper has the advantages of fast convergence speed, small overshoot, and strong anti-interference ability compared with the classical temperature control algorithm, and is more suitable for the medical field. This paper also uses FPGA to carry out a functional simulation of Res-BPPID to further explore the feasibility of the scheme. The results show that the specific performance on the FPGA meets the expected requirements, which verifies the physical achievability of the scheme." @default.
- W4287844206 created "2022-07-26" @default.
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- W4287844206 date "2022-07-01" @default.
- W4287844206 modified "2023-09-27" @default.
- W4287844206 title "Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPID" @default.
- W4287844206 doi "https://doi.org/10.1109/cacre54574.2022.9834160" @default.
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