Open Journal of Applied Biosensor

Volume 2, Issue 2 (May 2013)

ISSN Print: 2168-5401   ISSN Online: 2168-5398

Citations  

A Novel Design of Fuzzy PID Controllers for Dual-Sensor Cardiac Pacemaker Systems

HTML  Download Download as PDF (Size: 436KB)  PP. 29-38  
DOI: 10.4236/ojab.2013.22004    5,955 Downloads   9,592 Views  Citations
Author(s)

ABSTRACT

This work proposes to design a fuzzy proportional-integral derivative (FPID) controller for dual-sensor cardiac pacemaker systems, which can automatically control the heart rate to accurately track a desired preset profile. The combination of fuzzy logic and conventional PID control approaches is adopted for the controller design based on dual-sensors. This controller offers good adaptation of the heart rate to the physiological needs of the patient under different states (rest and walk). Through comparing with the conventional fuzzy control algorithm, FPID provides a more suitable control strategy to determine a pacing rate in order to achieve a closer match between actual heart rate and a desired profile. To assist the heartbeat recovery, the stimuli with adjustable pacing rate is generated by the pacemaker according to the FPID controller, such actual heart rate may track the preset heart rate faithfully. Simulation results confirm that this proposed control design is effective for heartbeat recovery and maintenance. This study will be helpful not only for the analysis and treatment of bradycardias but also for improving the performance of medical devices.

Share and Cite:

Shi, W. (2013) A Novel Design of Fuzzy PID Controllers for Dual-Sensor Cardiac Pacemaker Systems. Open Journal of Applied Biosensor, 2, 29-38. doi: 10.4236/ojab.2013.22004.

Cited by

[1] Design of Anfis based pacemaker controller having improved transient response and its FPGA implementation
Biomedical Signal Processing and Control, 2022
[2] An Interval Type-2 Adaptive Neuro-Fuzzy Inference System Based, Artificial Pacemaker Design and Stability Analysis
2022
[3] An optimized Mamdani FPD controller design of cardiac pacemaker
2019
[4] A Novel Design of Cardiac Pacemaker using Mamdani Optimized Fuzzy Proportional Derivative Controller
2018
[5] 量化因子自整定的四旋翼飞行器模糊 PID 控制
2017
[6] Design and processing of a novel algorithm using Anfis for new generation of cardiac pacemakers
2017
[7] 模拟自然风风机控制系统设计
武汉理工大学学报(信息与管理工程版), 2016
[8] Sampling rate impact on energy consumption of biomedical signal processing systems
Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on, 2015
[9] 基于模糊 PID 的采棉机作业速度最优控制算法与试验
2015
[10] Design of Fuzzy Logic Controller for dual sensors cardiac pacemaker system in patients with bradycardias at rest
Thesis, 2014
[11] ﻲﺑﺎﺑﺿ ﻲﻘطﻧﻣ مﮐﺣﺗﻣ مﯾﻣﺻﺗ رﺎﻌﺷﺗﺳﻹا ﻲﺋﺎﻧﺛ بﻟﻘﻟا تﺎﺑرﺿ مﯾظﻧﺗ زﺎﮭﺟﻟ ﻟ نﻣ نوﻧﺎﻌﯾ نﯾذﻟا ﯽﺿرﻣﻟ ضﺎﻔﺧﻧا ﮫﺣارﻟا ﺔﻟﺎﺣ ﻲﻓ ﻲﻌﯾﺑطﻟا بﻟﻘﻟا تﺎﺑرﺿ لدﻌﻣ‎
2014
[12] Real time CANFIS and ANFIS based pacemaker controller design and analysis
[13] Design of FCM, GA, and PSO based Neuro-Fuzzy heart rate Controller for a Cardiac Pacemaker
AD Aghdam, NJ Dabanloo, FN Rahatabad

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.