{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:23:47Z","timestamp":1783009427342,"version":"3.54.5"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002724","name":"Faculty Research","doi-asserted-by":"publisher","award":["FRG20-M-E10"],"award-info":[{"award-number":["FRG20-M-E10"]}],"id":[{"id":"10.13039\/501100002724","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Master of Science in Electrical Engineering (MSEE) Program"},{"DOI":"10.13039\/501100002724","name":"Open Access Program at the American University of Sharjah","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002724","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3226248","type":"journal-article","created":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T20:46:29Z","timestamp":1669927589000},"page":"126100-126116","source":"Crossref","is-referenced-by-count":9,"title":["Measurement of Construction Materials Properties Using Wi-Fi and Convolutional Neural Networks"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5947-9162","authenticated-orcid":false,"given":"Mohamed A.","family":"Gacem","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6655-5418","authenticated-orcid":false,"given":"Amer S.","family":"Zakaria","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5413-5355","authenticated-orcid":false,"given":"Mahmoud H.","family":"Ismail","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8244-2165","authenticated-orcid":false,"given":"Usman","family":"Tariq","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sherif","family":"Yehia","sequence":"additional","affiliation":[{"name":"Department of Civil Engineering, American University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref72","first-page":"1","article-title":"Support vector machines-kernels and the kernel trick","volume":"26","author":"hofmann","year":"2006","journal-title":"notes"},{"key":"ref71","year":"1998"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809633-8.20349-X"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2820716.2820719"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3092305.3092308"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1399\/4\/044094"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1515\/5\/052054"},{"key":"ref31","first-page":"233","article-title":"Ultrasonic non-destructive evaluation of alumina powder during compaction","volume":"95","author":"kathrina","year":"1996","journal-title":"British Ceramic Transactions"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ndteint.2019.04.008"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.3032558"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2018.2861906"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2486001.2486039"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3310194"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2016.7511472"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2018.8647871"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC45663.2020.9120618"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.2989347"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/s19030547"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8423034"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/app112210682"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2999210"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00444-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/f10010016"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.15837\/ijccc.2020.1.3712"},{"key":"ref69","article-title":"Imagenet classification with deep convolutional neural networks","volume":"25","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ndteint.2014.03.006"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)BE.1943-5592.0000779"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jappgeo.2014.05.001"},{"key":"ref22","year":"2021","journal-title":"ESP32 Wi-Fi & Bluetooth MCU I Espressif Systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10712-019-09556-6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2013.6718938"},{"key":"ref23","author":"hernandez","year":"2021","journal-title":"ESP32 CSI Toolkit"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-matsci-070115-032014"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/KEM.691.344"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s10776-018-0389-0"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/2753497.2753499"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CNS.2018.8433142"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3345442"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3081333.3081340"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/2643614.2643620"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2999572.2999582"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CIS.2016.0022"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2753497.2753508"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/WoWMoM.2017.7974315"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1201\/9781315100333-108"},{"key":"ref11","first-page":"51","author":"singh","year":"2014","journal-title":"Application of Intelligent Compaction Technology for Estimation of an Effective Modulus for a Multilayered Asphalt Pavement"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2679578"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1520\/JTE003110","article-title":"Calibration procedures for the intelligent asphalt compaction analyzer","volume":"37","author":"commuri","year":"2009","journal-title":"J Test Eval"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/KEM.599.224"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1889\/4\/042059"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/app11157136"},{"key":"ref16","article-title":"Artificial neural network–based intelligent compaction analyzer for real-time estimation of subgrade quality","volume":"18","author":"imran","year":"2018","journal-title":"International Journal of Geomechanics"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/nag.981"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/s00254-008-1300-6","article-title":"Estimation of soil compaction parameters by using statistical analyses and artificial neural networks","volume":"57","author":"g\u00fcnayd?n","year":"2009","journal-title":"Environ Geol"},{"key":"ref19","first-page":"1","article-title":"An estimation method of degree of compaction on embankment slope using the non-destructive testing method","author":"ishikura","year":"2020","journal-title":"Proc 16th Asian Regional Conf Soil Mech Geotechnical Eng (ARC)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11707-009-0023-7"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/290\/1\/012020"},{"key":"ref6","first-page":"529","article-title":"CW radar for monitoring water-to-cellular concrete","author":"haddadi","year":"2014","journal-title":"Proc 11th Eur Radar Conf"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2017.8234166"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/DDF.380.55"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2016.03.044"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3161415"},{"key":"ref9","first-page":"61","article-title":"Non-destructive measurement of moisture in building materials by Compton scattering of gamma rays","volume":"63","author":"bucurescu","year":"2011","journal-title":"Romanian Rep Phys"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/s151229896"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2557795"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2754578"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/HealthCom.2017.8210800"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2557792"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2013.274"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2826227"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3161183"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09968266.pdf?arnumber=9968266","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T20:23:43Z","timestamp":1728505423000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9968266\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":72,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3226248","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}