Development of Microwave Brain Stroke Imaging System using Multiple Antipodal Vivaldi Antennas Based on Raspberry Pi Technology

This paper proposes a Microwave Imaging System (MIS) for brain stroke detection. In the MIS, the primary challenge is to improve in terms of cost, size, and stroke image quality. Thus, the main contribution of this work is the economy and the compact rotation platform integrated with an array of nine antipodal Vivaldi antenna in circular arrangement and single computer board, Raspberry Pi Module (RPM) as microcontroller developed. The design and fabrication of wideband antenna based on Computer Simulation Technology (CST) software and Rogers RO4350B substrate, which operated from 2.06 GHz to 2.61 GHz. In the RPM, the Python programming language used for regulating the angle of rotation and antenna switching process. The process of receiving reflection signals from the head phantom for each antenna supervised by Single-Pole 8-Throw (SP8T) Radio Frequency (RF) switch. The fabricated head phantom based on the primary tissues of the brain, white matter using inexpensive materials, and located in the middle of the platform. Platform rotation is a combination of wood-based platform with the size 0.36m2 and material Perspex. Then, through an interfacing process between Python script and Vector Network Analyzer (VNA), the raw data in S-Parameters transferred to the MATLAB software for analysis. The fabricated antenna able to realize high directivity, 86.92% efficiency, and 2.45 dBi gain. Overall, the proposed system offers the cost-effective, compact, and able to collect the data effectively around the head phantom that consist of a target clot and without a target clot at 50 different positions. It successfully tracked the presence of stroke clots through color differences in color plots.

[1]  Youtao Zhang,et al.  Brain stroke localization by using microwave-based signal classification , 2016, 2016 International Conference on Electromagnetics in Advanced Applications (ICEAA).

[2]  M. Wintermark,et al.  Guidelines for the Early Management of Patients With Acute Ischemic Stroke: A Guideline for Healthcare Professionals From the American Heart Association/American Stroke Association , 2013, Stroke.

[3]  E. Pancera,et al.  UWB synthetic aperture-based radar system for hemorrhagic head-stroke detection , 2011, 2011 IEEE RadarCon (RADAR).

[4]  Alyaa Hussein Ali,et al.  Detection and Segmentation of Ischemic Stroke Using Textural Analysis on Brain CT Images , 2015 .

[5]  Mahmood Akhtar,et al.  AN INVESTIGATION INTO ELECTROMAGNETIC BASED IMPEDANCE TOMOGRAPHY USING REALISTIC HUMAN HEAD MODEL , 2016 .

[6]  A. T. Mobashsher,et al.  Detection and localization of brain strokes in realistic 3-D human head phantom , 2013, 2013 IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO).

[7]  A. M. Abbosh,et al.  Performance of Directional and Omnidirectional Antennas in Wideband Head Imaging , 2016, IEEE Antennas and Wireless Propagation Letters.

[8]  A. Salleh,et al.  Development of antipodal Vivaldi antenna for microwave brain stroke imaging system , 2019 .

[9]  Norbahiah Misran,et al.  A 16‐modified antipodal Vivaldi antenna array for microwave‐based breast tumor imaging applications , 2019, Microwave and Optical Technology Letters.

[10]  H. Yoo,et al.  Pre-study to detect cancer with RF coil: brain and breast , 2015 .

[11]  A. M. Abbosh,et al.  On-site Rapid Diagnosis of Intracranial Hematoma using Portable Multi-slice Microwave Imaging System , 2016, Scientific Reports.

[12]  Amin Abbosh,et al.  Radar-based time-domain head imaging using database of effective dielectric constant , 2015 .

[13]  Martin O’Halloran,et al.  Microwave Breast Imaging: Clinical Advances and Remaining Challenges , 2018, IEEE Transactions on Biomedical Engineering.

[14]  M. Pastorino,et al.  Brain stroke detection by microwave imaging systems: Preliminary two-dimensional numerical simulations , 2016, 2016 IEEE International Conference on Imaging Systems and Techniques (IST).

[15]  Anwar R. Padhani,et al.  Diffusion-Weighted Imaging , 2009 .

[16]  Carlos E. Romero,et al.  Ultra-wideband radar methods and techniques of medical sensing and imaging , 2005, SPIE Optics East.

[17]  S. Bandyopadhyay,et al.  Detection of Stroke: A Proposed Method , 2017 .

[18]  Mohammad Tariqul Islam,et al.  Breast Phantom Imaging Using Iteratively Corrected Coherence Factor Delay and Sum , 2019, IEEE Access.

[19]  Edward Jones,et al.  Parameter Search Algorithms for Microwave Radar-Based Breast Imaging: Focal Quality Metrics as Fitness Functions , 2017, Sensors.

[20]  R. Menaka,et al.  Computer Reinforced Analysis for Ischemic Stroke Recognition: A Review , 2015 .

[21]  Ahmed Toaha Mobashsher,et al.  Microwave imaging system to provide portable-low-powered medical facility for the detection of intracranial hemorrhage , 2014, 2014 1st Australian Microwave Symposium (AMS).

[22]  Kirsten Shuler,et al.  Diffusion-Weighted Imaging and Diagnosis of Transient Ischemic Attack , 2014, Annals of neurology.

[23]  Liang Li,et al.  Mathematical Methods and Applications in Medical Imaging , 2014, Comput. Math. Methods Medicine.

[24]  Deepshikha Shukla,et al.  Latest Trends in Microwave Bioimaging & Diagnostic Technology , 2015 .

[25]  Amin M. Abbosh,et al.  Development of compact directional antenna utilising plane of symmetry for wideband brain stroke detection systems , 2014 .

[26]  Md. Zulfiker Mahmud,et al.  Microwave Breast Phantom Measurement System With Compact Side Slotted Directional Antenna , 2017, IEEE Access.

[27]  Lei Guo Processing and imaging techniques for microwave-based head imaging , 2017 .

[28]  Zartasha Mustansar,et al.  Finite-element analysis of microwave scattering from a three-dimensional human head model for brain stroke detection , 2018, Royal Society Open Science.

[29]  Andreas Fhager,et al.  Microwave tomography , 2006 .

[30]  A. M. Abbosh,et al.  Developments of tomography and radar-based head imaging systems , 2015, 2015 International Symposium on Antennas and Propagation (ISAP).

[31]  Panagiotis Kosmas,et al.  Microwave Medical Imaging Based on Sparsity and an Iterative Method With Adaptive Thresholding , 2015, IEEE Transactions on Medical Imaging.

[32]  Ch. Pichot,et al.  Microwave tomography for brain stroke imaging , 2017, 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting.

[33]  Andreas Fhager,et al.  A Comparative Study of Automated Segmentation Methods for Use in a Microwave Tomography System for Imaging Intracerebral Hemorrhage in Stroke Patients , 2015 .

[34]  L.P. Ligthart,et al.  Human body imaging by microwave UWB radar , 2008, 2008 European Radar Conference.

[35]  H. Audebert,et al.  Recent Advances in TeleStroke: A Systematic Review on Applications in Prehospital Management and Stroke Unit Treatment or TeleStroke Networking in Developing Countries , 2014, International journal of stroke : official journal of the International Stroke Society.

[36]  Mustafa Kuzuoglu,et al.  A microwave imaging method based on transformation electromagnetics , 2016, 2016 10th International Congress on Advanced Electromagnetic Materials in Microwaves and Optics (METAMATERIALS).

[37]  Paul M. Meaney,et al.  A clinical prototype for active microwave imaging of the breast , 2000 .

[38]  R. Menaka,et al.  Ischemic Stroke detection using Image processing and ANN , 2014, 2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies.

[39]  Amin M. Abbosh,et al.  Microwave System for Head Imaging , 2014, IEEE Transactions on Instrumentation and Measurement.

[40]  Amin M. Abbosh,et al.  Microwave System to Detect Traumatic Brain Injuries Using Compact Unidirectional Antenna and Wideband Transceiver With Verification on Realistic Head Phantom , 2014, IEEE Transactions on Microwave Theory and Techniques.

[41]  Xavier Raimundo,et al.  An Efficient Image Reconstruction Method for Breast Cancer Detection Using an Ultra-Wideband Microwave Imaging System , 2016 .

[42]  A. M. Abbosh,et al.  3-D Wideband Antenna for Head-Imaging System with Performance Verification in Brain Tumor Detection , 2015, IEEE Antennas and Wireless Propagation Letters.

[43]  Amin M. Abbosh,et al.  Fast Frequency-Based Multistatic Microwave Imaging Algorithm With Application to Brain Injury Detection , 2016, IEEE Transactions on Microwave Theory and Techniques.

[44]  M. A. Jamlos,et al.  Improved Confocal Microwave Imaging Algorithm for Tumor Detection , 2019 .

[45]  H. D. den Hertog,et al.  Health Education in Patients with a Recent Stroke or Transient Ischaemic Attack: A Comprehensive Review , 2011, International journal of stroke : official journal of the International Stroke Society.

[46]  Md. Masud Rana,et al.  Modeling of an efficient microstrip patch antenna for microwave brain imaging system , 2016, 2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT).

[47]  Basari,et al.  Comparison analysis between filtered back projection and algebraic reconstruction technique on microwave imaging , 2018 .

[48]  K. Bertling,et al.  Microwave head imaging system using analogue fibre-optic link for improved detection and localisation , 2016 .

[49]  Leslie A. Rusch,et al.  A Wearable Microwave Antenna Array for Time-Domain Breast Tumor Screening , 2016, IEEE Transactions on Medical Imaging.

[50]  Qun Wu,et al.  Design and optimization of UWB Vivaldi antenna for brain tumor detection , 2016, 2016 IEEE International Conference on Microwave and Millimeter Wave Technology (ICMMT).

[51]  A. M. Abbosh,et al.  Portable Wideband Microwave Imaging System for Intracranial Hemorrhage Detection Using Improved Back-projection Algorithm with Model of Effective Head Permittivity , 2016, Scientific Reports.

[52]  Mohammad Tausiful Islam,et al.  A Low Cost and Portable Microwave Imaging System for Breast Tumor Detection Using UWB Directional Antenna array , 2019, Scientific Reports.

[53]  S. Crozier,et al.  Design and Experimental Evaluation of a Non-Invasive Microwave Head Imaging System for Intracranial Haemorrhage Detection , 2016, PloS one.

[54]  C. Hor,et al.  A Review of Stroke Research in Malaysia from 2000 - 2014. , 2016, The Medical journal of Malaysia.

[55]  Edward Jones,et al.  Evaluation of Image Reconstruction Algorithms for Confocal Microwave Imaging: Application to Patient Data , 2018, Sensors.