Development of a Real-Time Position Tracking System for Remote-Controlled Drug-Delivery Capsules Using Dual Magnetic Vector Detection
Anahtar Kelimeler:
Drug-Delivery Capsule, Position Tracking System, Gastrointestinal Tract, Magnetic Vector Detection, Quaternion Rotation Theory, Artificial Bee Colony AlgorithmÖzet
This study presents a theoretical basis for the construction of a real-time position tracking system designed for remote-controlled drug-delivery capsules, allowing precise drug delivery to specific locations within the gastrointestinal tract. The tracking system utilizes dual magnetic vector detection, employing two distinct sets of magnetic field sensing devices. One set detects the externally excited alternating magnetic field with specific frequencies, while the other measures the geomagnetic field. A mathematical model is developed based on the Biot–Savart law, incorporating the earth's magnetic field and quaternion rotation theory to compensate for the dynamic spatial orientation of the capsule during traversal through the gastrointestinal tract. The proposed model employs an improved artificial bee colony algorithm to solve the inverse magnetic field problem. The algorithm incorporates chaotic sequencing to enhance initial solution diversity and implements a ranked selection strategy. To expedite convergence, the Levenberg-Marquardt algorithm is introduced in later stages. A prototype of the tracking system is constructed and verified, yielding a convergence rate of 100% with an average of 179 iterations. Prototype testing demonstrates that the dual magnetic vector detection method simplifies the solution of the inverse magnetic field problem, reduces tracking time for each data round, and enhances solution accuracy.
Referanslar
Ciuti G, Menciassi A, Dario P. Capsule endoscopy: from current achievements to open challenges. IEEE reviews in biomedical engineering. 2011 Oct 10;4:59-72.
Chan M, Estève D, Fourniols JY, Escriba C, Campo E. Smart wearable systems: Current status and future challenges. Artificial intelligence in medicine. 2012 Nov 1;56(3):137-56.
Sitti M, Ceylan H, Hu W, Giltinan J, Turan M, Yim S, Diller E. Biomedical applications of untethered mobile milli/microrobots. Proceedings of the IEEE. 2015 Feb;103(2):205-24.
Taylor RH, Menciassi A, Fichtinger G, Fiorini P, Dario P. Medical robotics and computer-integrated surgery. Springer handbook of robotics. 2016:1657-84.
Steiger C, Abramson A, Nadeau P, Chandrakasan AP, Langer R, Traverso G. Ingestible electronics for diagnostics and therapy. Nature Reviews Materials. 2019 Feb;4(2):83-98.
Cheraghifard M, Taghizadeh G, Akbarfahimi M, Eakman AM, Hosseini SH, Azad A. Psychometric properties of Meaningful Activity Participation Assessment (MAPA) in chronic stroke survivors. Topics in Stroke Rehabilitation. 2021 Aug 18;28(6):422-31.
Amini M, Hassani Mehraban A, Pashmdarfard M, Cheraghifard M. Reliability and validity of the Children Participation Assessment Scale in Activities Outside of School–Parent version for children with physical disabilities. Australian Occupational Therapy Journal. 2019 Aug;66(4):482-9.
Yang SY, Sencadas V, You SS, Jia NZ, Srinivasan SS, Huang HW, Ahmed AE, Liang JY, Traverso G. Powering implantable and ingestible electronics. Advanced functional materials. 2021 Oct;31(44):2009289.
Kalantar-Zadeh K, Ha N, Ou JZ, Berean KJ. Ingestible sensors. ACS sensors. 2017 Apr 28;2(4):468-83.
Cheraghifard M, Shafaroodi N, Khalafbeigi M, Yazdani F, Alvandi F. Psychometric properties of the Persian version of Volitional Questionnaire in Patients with Severe Mental Illnesses. Journal of Rehabilitation Sciences & Research. 2019 Jun 1;6(2):86-90.
Ciuti G, Skonieczna-Żydecka K, Marlicz W, Iacovacci V, Liu H, Stoyanov D, Arezzo A, Chiurazzi M, Toth E, Thorlacius H, Dario P. Frontiers of robotic colonoscopy: a comprehensive review of robotic colonoscopes and technologies. Journal of clinical medicine. 2020 May 31;9(6):1648.
Charthad J, Weber MJ, Chang TC, Arbabian A. A mm-sized implantable medical device (IMD) with ultrasonic power transfer and a hybrid bi-directional data link. IEEE Journal of solid-state circuits. 2015 May 18;50(8):1741-53.
M. Izadi, M. Jabari, N. Izadi, M. Jabari, and A. Ghaffari, "Adaptive Control based on the Lyapunov Reference Model Method of Humanoid Robot Arms using EFK," in 2021 13th Iranian Conference on Electrical Engineering and Computer Science (ICEESC), 2021.
Simaan N, Yasin RM, Wang L. Medical technologies and challenges of robot-assisted minimally invasive intervention and diagnostics. Annual Review of Control, Robotics, and Autonomous Systems. 2018 May 28;1:465-90.
Than TD, Alici G, Zhou H, Li W. A review of localization systems for robotic endoscopic capsules. IEEE transactions on biomedical engineering. 2012 Jun 18;59(9):2387-99.
N. Izadi, M. Jabari, M. Izadi, M. Jabari, and A. Ghaffari, "Optimal Path Design for a Flexible Rigid Two-Bar Robot in Point-to-Point Motion," in 2022 14th Iranian Conference on Electrical Engineering and Computer Science (ICEESC), 2022.
P. Gaderi Baban, Y. Naderi, G. Ranjbaran, and S. Homayounmajd, "Control of delayed nonlinear model of type 1 diabetes using an improved sliding model strategy," Journal of Bioengineering Research, vol. 3, no. 3, pp. 8-15, 2021.
Iakovidis DK, Koulaouzidis A. Software for enhanced video capsule endoscopy: challenges for essential progress. Nature Reviews Gastroenterology & Hepatology. 2015 Mar;12(3):172-86.
Ranibaran G, Moin MS, Alizadeh SH, Koochari A. Analyzing effect of news polarity on stock market prediction: a machine learning approach. In2021 12th International Conference on Information and Knowledge Technology (IKT) 2021 Dec 14 (pp. 102-106). IEEE.
Troccaz J, Dagnino G, Yang GZ. Frontiers of medical robotics: from concept to systems to clinical translation. Annual review of biomedical engineering. 2019 Jun 4;21:193-218.
Stauss S, Honma I. Biocompatible batteries—materials and chemistry, fabrication, applications, and future prospects. Bulletin of the Chemical Society of Japan. 2018 Mar 15;91(3):492-505.
B. Goudarzi, A. Savabkar, M. Serajchi, and M. Haghighatseresht, "Identification of Electrohydrodynamic Printer and designing ADRC Control with Extended Observer," in 2022 14th Iranian Conference on Electrical Engineering and Computer Science (ICEESC), 2022.
Najari, A., Shabani, F. and Hosseynzadeh, M., 2021. INTEGRATED INTELLIGENT CONTROL SYSTEM DESIGN TO IMPROVE VEHICLE ROTATIONAL STABILITY USING ACTIVE DIFFERENTIAL. Acta Technica Corviniensis-Bulletin of Engineering, 14(1), pp.79-82.
van Wijck K, Lenaerts K, Grootjans J, Wijnands KA, Poeze M, Van Loon LJ, Dejong CH, Buurman WA. Physiology and pathophysiology of splanchnic hypoperfusion and intestinal injury during exercise: strategies for evaluation and prevention. American journal of physiology-gastrointestinal and liver physiology. 2012 Jul 15;303(2):G155-68.
Bergeles C, Yang GZ. From passive tool holders to microsurgeons: safer, smaller, smarter surgical robots. IEEE Transactions on Biomedical Engineering. 2013 Dec 5;61(5):1565-76.
Liu C, Guo YX, Xiao S. Circularly polarized helical antenna for ISM-band ingestible capsule endoscope systems. IEEE Transactions on Antennas and Propagation. 2014 Oct 20;62(12):6027-39.
Beardslee LA, Banis GE, Chu S, Liu S, Chapin AA, Stine JM, Pasricha PJ, Ghodssi R. Ingestible sensors and sensing systems for minimally invasive diagnosis and monitoring: the next frontier in minimally invasive screening. ACS sensors. 2020 Mar 11;5(4):891-910.
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