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Drones have proven their potential in providing real\u2010time cost\u2010efficient solutions for several applications like healthcare, smart grid surveillance, smart city monitoring, and border surveillance. Though it has many security and privacy issues, researchers across the globe have given numerous solutions to protect drone communication from cyber\u2010attacks. Most of these solutions were based on cryptographic techniques and are highly compute extensive. There exist few blockchain\u2010based solutions, which suffer from high transaction storage costs with communication reliability, latency, and bandwidth issues. Motivated by these facts, in this paper, we present a comprehensive survey to secure drone communication and propose a blockchain\u2010based secure and intelligent drone communication architecture underlying 5G communication network and artificial intelligence (AI) techniques. The proposed architecture uses an InterPlanetary File System (IPFS) as a platform for data storage, which ensures improved network performance, communication security and privacy, and reduces transaction storage cost. Further, it facilitates efficient drone communication in providing dynamic, flexible, and on\u2010the\u2010fly decisions competencies through 5G and AI technologies. Then, we incorporate a healthcare\u2010based case study using the proposed architecture. At last, future research challenges and directions are emphasized for improvement in this research area.<\/jats:p>","DOI":"10.1002\/ett.4176","type":"journal-article","created":{"date-parts":[[2020,11,25]],"date-time":"2020-11-25T06:24:55Z","timestamp":1606285495000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":114,"title":["Fusion of blockchain and artificial intelligence for secure drone networking underlying 5G communications"],"prefix":"10.1002","volume":"32","author":[{"given":"Rajesh","family":"Gupta","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering Institute of Technology, Nirma University  Ahmedabad India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aparna","family":"Kumari","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering Institute of Technology, Nirma University  Ahmedabad India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1776-4651","authenticated-orcid":false,"given":"Sudeep","family":"Tanwar","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering Institute of Technology, Nirma University  Ahmedabad India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2020,11,24]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7470933"},{"key":"e_1_2_9_3_1","volume-title":"Fact Sheet\u00a0\u2013\u00a0Federal Aviation Administration (FAA) Forecast Fiscal Years (FY)","author":"Price H.","year":"2018"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.04.027"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2495297"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2909530"},{"key":"e_1_2_9_7_1","first-page":"e4133","article-title":"A survey on recent optimal techniques for securing unmanned aerial vehicles applications","author":"Syed F","year":"2020","journal-title":"Trans Emerg Telecommun Technol"},{"key":"e_1_2_9_8_1","doi-asserted-by":"crossref","unstructured":"DeyV PudiV ChattopadhyayA EloviciY. 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