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Unifying ground and air: a comprehensive review of deep learning-enabled CAVs and UAVs.

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Title: Unifying ground and air: a comprehensive review of deep learning-enabled CAVs and UAVs.
Authors: Zia, Muhammad Umer1, muhammadumer.zia@my.jcu.edu.au, Xiang, Wei2, w.xiang@latrobe.edu.au, Huang, Tao1, tao.huang1@jcu.edu.au, Ahmad, Jameel3, jameel.ahmad@umt.edu.pk, Chattha, Jawwad Nasar4, jawwad.chattha@umt.edu.pk, Naqvi, Ijaz Haider5, ijaznaqvi@lums.edu.pk, Butt, Faran Awais6, faranawais.butt@kfupm.edu.sa
Source: Artificial Intelligence Review; Jan2026, Vol. 59 Issue 1, p1-72, 72p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191169763
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PubTypeId: academicJournal
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  Data: Unifying ground and air: a comprehensive review of deep learning-enabled CAVs and UAVs.
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  Data: <searchLink fieldCode="AU" term="%22Zia%2C+Muhammad+Umer%22">Zia, Muhammad Umer</searchLink><relatesTo>1</relatesTo>, <i>muhammadumer.zia@my.jcu.edu.au</i><br /><searchLink fieldCode="AU" term="%22Xiang%2C+Wei%22">Xiang, Wei</searchLink><relatesTo>2</relatesTo>, <i>w.xiang@latrobe.edu.au</i><br /><searchLink fieldCode="AU" term="%22Huang%2C+Tao%22">Huang, Tao</searchLink><relatesTo>1</relatesTo>, <i>tao.huang1@jcu.edu.au</i><br /><searchLink fieldCode="AU" term="%22Ahmad%2C+Jameel%22">Ahmad, Jameel</searchLink><relatesTo>3</relatesTo>, <i>jameel.ahmad@umt.edu.pk</i><br /><searchLink fieldCode="AU" term="%22Chattha%2C+Jawwad+Nasar%22">Chattha, Jawwad Nasar</searchLink><relatesTo>4</relatesTo>, <i>jawwad.chattha@umt.edu.pk</i><br /><searchLink fieldCode="AU" term="%22Naqvi%2C+Ijaz+Haider%22">Naqvi, Ijaz Haider</searchLink><relatesTo>5</relatesTo>, <i>ijaznaqvi@lums.edu.pk</i><br /><searchLink fieldCode="AU" term="%22Butt%2C+Faran+Awais%22">Butt, Faran Awais</searchLink><relatesTo>6</relatesTo>, <i>faranawais.butt@kfupm.edu.sa</i>
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  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Jan2026, Vol. 59 Issue 1, p1-72, 72p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191169763
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      – Type: doi
        Value: 10.1007/s10462-025-11425-1
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        Text: English
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      – TitleFull: Unifying ground and air: a comprehensive review of deep learning-enabled CAVs and UAVs.
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              Text: Jan2026
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              Y: 2026
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