{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:11:18Z","timestamp":1773774678322,"version":"3.50.1"},"reference-count":88,"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\/4.0\/legalcode"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF through the Smart and Connected Community Program","doi-asserted-by":"publisher","award":["1952180"],"award-info":[{"award-number":["1952180"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006732","name":"Industrial Affiliates of New York University (NYU) WIRELESS","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006732","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1925079"],"award-info":[{"award-number":["1925079"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1564142"],"award-info":[{"award-number":["1564142"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1547332"],"award-info":[{"award-number":["1547332"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000028","name":"Semiconductor Research Corporation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000028","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2003182"],"award-info":[{"award-number":["2003182"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012025","name":"New York University Abu Dhabi (NYUAD) Institute","doi-asserted-by":"publisher","award":["RE132"],"award-info":[{"award-number":["RE132"]}],"id":[{"id":"10.13039\/100012025","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.2022.3157876","type":"journal-article","created":{"date-parts":[[2022,3,8]],"date-time":"2022-03-08T21:35:35Z","timestamp":1646775335000},"page":"29612-29632","source":"Crossref","is-referenced-by-count":25,"title":["Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to \u201cSee\u201d More, Farther and Faster"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2161-1241","authenticated-orcid":false,"given":"Zhongzheng","family":"Yuan","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Tommy","family":"Azzino","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Yu","family":"Hao","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7608-9150","authenticated-orcid":false,"given":"Yixuan","family":"Lyu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Haoyang","family":"Pei","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Alain","family":"Boldini","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6237-5340","authenticated-orcid":false,"given":"Marco","family":"Mezzavilla","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Mahya","family":"Beheshti","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1480-3539","authenticated-orcid":false,"given":"Maurizio","family":"Porfiri","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"given":"Todd E.","family":"Hudson","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Medicine, NYU Langone Health, New York, NY, USA"}]},{"given":"William","family":"Seiple","sequence":"additional","affiliation":[{"name":"Lighthouse Guild, New York, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9427-3883","authenticated-orcid":false,"given":"Yi","family":"Fang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0925-8169","authenticated-orcid":false,"given":"Sundeep","family":"Rangan","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3199-3802","authenticated-orcid":false,"given":"Yao","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4084-0085","authenticated-orcid":false,"given":"John-Ross","family":"Rizzo","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Aerospace Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2020.103529"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1600423"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2019.00048"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3090143"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800286"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2299397"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2692307"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2984204"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SERVICES48979.2020.00013"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2017.177"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IROS40897.2019.8967647"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1115\/1.4050186"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17798-0_13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICMSAO.2017.7934891"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/AST.100.172"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TOH.2017.2781244"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1117\/12.2558306"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3035427"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946140"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2963159"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3300116"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485905"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254900"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1800232"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2523924"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2869411"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2948329"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3044849"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3071791"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3452296.3472923"},{"key":"ref31","volume-title":"Lab Website","author":"Rizzo","year":"2021"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.351"},{"key":"ref33","volume-title":"Wireless InSite","year":"2021"},{"key":"ref34","volume-title":"3D Data Models","year":"2021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2828880"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCSW.2003.1203643"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2871099"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2018.00038"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230574"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISWCS.2018.8491078"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2914652"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000098"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.17226\/23471"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.4337\/9781784717544.00024"},{"key":"ref45","first-page":"246","article-title":"The development of spatial cognition: A review","volume-title":"Image & Environment: Cognitive Mapping and Spatial Behavior","author":"Hart","year":"1973"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.12-10461"},{"key":"ref47","article-title":"Indoor airport wayfinding for blind and visually impaired travelers","author":"Legge","year":"2016"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1097\/OPX.0b013e31822a61e7"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1097\/00006324-199705000-00019"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1177\/0145482X0810201105"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/9780470379424.ch25"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2013.11.007"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1177\/0145482X1711100402"},{"key":"ref54","volume-title":"Foundations of Low Vision: Clinical and Functional Perspectives","author":"Corn","year":"2008"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/10400435.2017.1312634"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1177\/2055668317725993"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3390\/electronics8060697"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2017.7989772"},{"key":"ref59","article-title":"Smart cane: Assistive cane for visually-impaired people","volume-title":"arXiv:1110.5156","author":"Wahab","year":"2011"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/s17030565"},{"key":"ref61","first-page":"1","article-title":"Electronic travel aids and electronic orientation aids for blind people: Technical, rehabilitation and everyday life points of view","volume-title":"Proc. Conf. Workshop Assistive Technol. Vis. Hearing Impairment","author":"Farcy"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1002\/pmrj.12541"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s11554-021-01164-1"},{"key":"ref64","article-title":"Adaptable deformable convolutions for semantic segmentation of fisheye images in autonomous driving systems","volume-title":"arXiv:2102.10191","author":"Playout","year":"2021"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2018319"},{"key":"ref66","volume-title":"Why Field-of-View Matters","author":"Davidson","year":"2021"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1093\/med\/9780199969289.001.0001"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2303636"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICMEW.2013.6618414"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6466960"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref72","volume-title":"ZED 2 Camera Product Page","year":"2021"},{"key":"ref73","volume-title":"FFmpeg","year":"2021"},{"key":"ref74","volume-title":"x265","year":"2021"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2012.2221191"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"ref77","volume-title":"YOLOv5","year":"2021"},{"key":"ref78","article-title":"YOLO9000: Better, faster, stronger","volume-title":"arXiv:1612.08242","author":"Redmon","year":"2016"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps50303.2020.9367420"},{"key":"ref80","first-page":"1","article-title":"DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications","volume-title":"Proc. Inf. Theory Appl. Workshop (ITA)","author":"Alkhateeb"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2017.8288376"},{"key":"ref82","volume-title":"Millimeter Wave Wireless Communications","author":"Rappaport","year":"2015"},{"key":"ref83","volume-title":"NYC OpenData","year":"2021"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2328154"},{"key":"ref85","volume-title":"Study on Channel Model for Frequencies From 0.5 to 100 GHz","year":"2017"},{"key":"ref86","volume-title":"LTE Module Design Documentation","year":"2021"},{"issue":"11","key":"ref87","first-page":"1","volume-title":"Mobile edge computing\u2014A key technology towards 5G","volume":"11","author":"Hu","year":"2015"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.17487\/rfc1889"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6287639\/9668973\/9730919-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09730919.pdf?arnumber=9730919","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,17]],"date-time":"2024-01-17T23:03:56Z","timestamp":1705532636000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9730919\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":88,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3157876","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}