{"title":"Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography.","authors":"Venkatratnam Chitturi, Nagi Farrukh","doi":"10.2478/joeb-2019-0014","DOIUrl":null,"url":null,"abstract":"<p><p>Electrical impedance tomography (EIT) has a large potential as a two dimensional imaging technique and is gaining attention among researchers across various fields of engineering. Beamforming techniques stem from the array signal processing field and is used for spatial filtering of array data to evaluate the location of objects. In this work the circular electrodes are treated as an array of sensors and beamforming technique is used to localize the object(s) in an electrical field. The conductivity distributions within a test tank is obtained by an EIT system in terms of electrode voltages. These voltages are then interpolated using elliptic partial differential equations. Finally, a narrowband beamformer detects the peak in the output response signal to localize the test object(s). Test results show that the beamforming technique can be used as a secondary method that may provide complementary information about accurate position of the test object(s) using an eight electrode EIT system. This method could possibly open new avenues for spatial EIT data filtering techniques with an understanding that the inverse problem is more likely considered here as a source localization algorithm instead as an image reconstruction algorithm.</p>","PeriodicalId":38125,"journal":{"name":"Journal of Electrical Bioimpedance","volume":"10 1","pages":"96-102"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/26/1b/joeb-10-096.PMC7851972.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Electrical Bioimpedance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/joeb-2019-0014","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2019/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
引用次数: 0
Abstract
Electrical impedance tomography (EIT) has a large potential as a two dimensional imaging technique and is gaining attention among researchers across various fields of engineering. Beamforming techniques stem from the array signal processing field and is used for spatial filtering of array data to evaluate the location of objects. In this work the circular electrodes are treated as an array of sensors and beamforming technique is used to localize the object(s) in an electrical field. The conductivity distributions within a test tank is obtained by an EIT system in terms of electrode voltages. These voltages are then interpolated using elliptic partial differential equations. Finally, a narrowband beamformer detects the peak in the output response signal to localize the test object(s). Test results show that the beamforming technique can be used as a secondary method that may provide complementary information about accurate position of the test object(s) using an eight electrode EIT system. This method could possibly open new avenues for spatial EIT data filtering techniques with an understanding that the inverse problem is more likely considered here as a source localization algorithm instead as an image reconstruction algorithm.
电阻抗层析成像(EIT)作为一种二维成像技术具有巨大的潜力,正日益受到各工程领域研究人员的关注。波束成形技术源于阵列信号处理领域,用于阵列数据的空间滤波,以评估物体的位置。在这项工作中,圆形电极被视为传感器阵列,波束成形技术用于定位电场中的物体。测试槽内的电导率分布由 EIT 系统通过电极电压获得。然后利用椭圆偏微分方程对这些电压进行插值。最后,窄带波束成形器检测输出响应信号的峰值,以定位测试对象。测试结果表明,波束成形技术可作为一种辅助方法,利用八电极 EIT 系统提供有关测试对象准确位置的补充信息。这种方法有可能为空间 EIT 数据滤波技术开辟新的途径,因为逆问题在这里更可能被视为源定位算法,而不是图像重建算法。