Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges

In the next few years, smart farming will reach each and every nook of the world. The prospects of using unmanned aerial vehicles (UAV) for smart farming are immense. However, the cost and the ease in controlling UAVs for smart farming might play an important role for motivating farmers to use UAVs...

Full description

Saved in:
Bibliographic Details
Published in:IEEE sensors journal Vol. 21; no. 16; pp. 17608 - 17619
Main Authors: Reddy Maddikunta, Praveen Kumar, Hakak, Saqib, Alazab, Mamoun, Bhattacharya, Sweta, Gadekallu, Thippa Reddy, Khan, Wazir Zada, Pham, Quoc-Viet
Format: Journal Article
Language:English
Published: New York IEEE 15.08.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
ISSN:1530-437X, 1558-1748
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract In the next few years, smart farming will reach each and every nook of the world. The prospects of using unmanned aerial vehicles (UAV) for smart farming are immense. However, the cost and the ease in controlling UAVs for smart farming might play an important role for motivating farmers to use UAVs in farming. Mostly, UAVs are controlled by remote controllers using radio waves. There are several technologies such as Wi-Fi or ZigBee that are also used for controlling UAVs. However, Smart Bluetooth (also referred to as Bluetooth Low Energy) is a wireless technology used to transfer data over short distances. Smart Bluetooth is cheaper than other technologies and has the advantage of being available on every smart phone. Farmers can use any smart phone to operate their respective UAVs along with Bluetooth Smart enabled agricultural sensors in the future. However, certain requirements and challenges need to be addressed before UAVs can be operated for smart agriculture-related applications. Hence, in this article, an attempt has been made to explore the types of sensors suitable for smart farming, potential requirements and challenges for operating UAVs in smart agriculture. We have also identified the future applications of using UAVs in smart farming.
AbstractList In the next few years, smart farming will reach each and every nook of the world. The prospects of using unmanned aerial vehicles (UAV) for smart farming are immense. However, the cost and the ease in controlling UAVs for smart farming might play an important role for motivating farmers to use UAVs in farming. Mostly, UAVs are controlled by remote controllers using radio waves. There are several technologies such as Wi-Fi or ZigBee that are also used for controlling UAVs. However, Smart Bluetooth (also referred to as Bluetooth Low Energy) is a wireless technology used to transfer data over short distances. Smart Bluetooth is cheaper than other technologies and has the advantage of being available on every smart phone. Farmers can use any smart phone to operate their respective UAVs along with Bluetooth Smart enabled agricultural sensors in the future. However, certain requirements and challenges need to be addressed before UAVs can be operated for smart agriculture-related applications. Hence, in this article, an attempt has been made to explore the types of sensors suitable for smart farming, potential requirements and challenges for operating UAVs in smart agriculture. We have also identified the future applications of using UAVs in smart farming.
Author Khan, Wazir Zada
Reddy Maddikunta, Praveen Kumar
Hakak, Saqib
Gadekallu, Thippa Reddy
Bhattacharya, Sweta
Pham, Quoc-Viet
Alazab, Mamoun
Author_xml – sequence: 1
  givenname: Praveen Kumar
  orcidid: 0000-0003-4209-2495
  surname: Reddy Maddikunta
  fullname: Reddy Maddikunta, Praveen Kumar
  email: praveenkumarreddy@vit.ac.in
  organization: School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, India
– sequence: 2
  givenname: Saqib
  orcidid: 0000-0002-6670-1032
  surname: Hakak
  fullname: Hakak, Saqib
  email: saqibhakak@gmail.com
  organization: Faculty of Computer Science, University of New Brunswick, Fredericton, Canada
– sequence: 3
  givenname: Mamoun
  orcidid: 0000-0002-1928-3704
  surname: Alazab
  fullname: Alazab, Mamoun
  email: alazab.m@ieee.org
  organization: College of Engineering, IT and Environment, Charles Darwin University, Casuarina, NT, Australia
– sequence: 4
  givenname: Sweta
  surname: Bhattacharya
  fullname: Bhattacharya, Sweta
  email: sweta.b@vit.ac.in
  organization: School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, India
– sequence: 5
  givenname: Thippa Reddy
  surname: Gadekallu
  fullname: Gadekallu, Thippa Reddy
  email: thippareddy.g@vit.ac.in
  organization: School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, India
– sequence: 6
  givenname: Wazir Zada
  orcidid: 0000-0003-0819-4236
  surname: Khan
  fullname: Khan, Wazir Zada
  email: wazirzadakhan@yahoo.com
  organization: Faculty of Computing, Capital University of Science and Technology (CUST), Islamabad, Pakistan
– sequence: 7
  givenname: Quoc-Viet
  orcidid: 0000-0002-9485-9216
  surname: Pham
  fullname: Pham, Quoc-Viet
  email: vietpq@pusan.ac.kr
  organization: Research Institute of Computer, Information and Communication, Pusan National University, Busan, South Korea
BookMark eNp9kE9Lw0AQxRepYFv9AOIl4NXUnewmm_UWSv2HKFgregqbZNJuSTftbnLw25vY4sGDp5kH783wfiMyMLVBQs6BTgCovH6cz54nAQ1gwiiXXMARGUIYxj4IHg_6nVGfM_FxQkbOrSkFKUIxJJ8Ls1HGYOElaLWqvHdc6bxC52njzTfKNl6ytDpvq6a1eOMl222lc9Xo2rgr7xV3rba4QdN0SpnCm65UVaFZojslx6WqHJ4d5pgsbmdv03v_6eXuYZo8-XkgWeMXVHIZZ4icQqDKqMw4ijATMuJlwSCjUhZlXAiJBXLWyc6rlBJZkcVx52Bjcrm_u7X1rkXXpOu6taZ7mQZhRCWAEEHngr0rt7VzFst0a3VX7ysFmvYE055g2hNMDwS7jPiTyXXzU72xSlf_Ji_2SY2Iv58kgygAYN9OiIFA
CODEN ISJEAZ
CitedBy_id crossref_primary_10_1007_s10668_023_03588_0
crossref_primary_10_3390_s22176676
crossref_primary_10_3390_s22228641
crossref_primary_10_3390_vehicles4030047
crossref_primary_10_1109_TNSM_2024_3391664
crossref_primary_10_1016_j_renene_2024_121694
crossref_primary_10_1109_TSUSC_2024_3401003
crossref_primary_10_3390_agriculture15080827
crossref_primary_10_3390_s21175922
crossref_primary_10_1109_TNSE_2023_3298719
crossref_primary_10_3390_su142013098
crossref_primary_10_1016_j_compag_2024_108841
crossref_primary_10_1109_JSTARS_2024_3370508
crossref_primary_10_1109_JSEN_2023_3335621
crossref_primary_10_1109_IOTM_001_2300122
crossref_primary_10_1109_TNSM_2023_3243543
crossref_primary_10_3390_drones5020026
crossref_primary_10_1016_j_nanoen_2024_110624
crossref_primary_10_1007_s10846_023_01958_4
crossref_primary_10_1002_idm2_70004
crossref_primary_10_3390_agriculture15010022
crossref_primary_10_3390_s22020575
crossref_primary_10_1016_j_iot_2025_101698
crossref_primary_10_3390_app13105982
crossref_primary_10_1109_ACCESS_2022_3152544
crossref_primary_10_1145_3649224
crossref_primary_10_1108_RIA_07_2024_0146
crossref_primary_10_3390_aerospace8120363
crossref_primary_10_1109_ACCESS_2025_3569642
crossref_primary_10_3390_agriculture13091668
crossref_primary_10_1109_JSEN_2023_3312733
crossref_primary_10_3390_electronics12071631
crossref_primary_10_3390_s24196200
crossref_primary_10_35534_dav_2024_10003
crossref_primary_10_1007_s11042_024_19728_1
crossref_primary_10_1016_j_apm_2024_07_011
crossref_primary_10_1109_JSEN_2024_3407771
crossref_primary_10_3390_agronomy12112905
crossref_primary_10_1016_j_compag_2024_109158
crossref_primary_10_3390_s24010190
crossref_primary_10_1007_s10489_023_05027_z
crossref_primary_10_1016_j_seta_2022_102055
crossref_primary_10_1016_j_adhoc_2024_103440
crossref_primary_10_1016_j_agsy_2024_104136
crossref_primary_10_1016_j_vehcom_2022_100551
crossref_primary_10_1371_journal_pone_0309098
crossref_primary_10_3390_drones8020051
crossref_primary_10_1155_2022_8373343
crossref_primary_10_3390_agriengineering4030041
crossref_primary_10_1002_ppj2_20100
crossref_primary_10_3390_app13042535
crossref_primary_10_1016_j_compag_2024_109704
crossref_primary_10_1016_j_wpi_2023_102216
crossref_primary_10_1109_TCE_2025_3526991
crossref_primary_10_1016_j_jnca_2023_103726
crossref_primary_10_1007_s10586_025_05109_2
crossref_primary_10_1109_ACCESS_2024_3473538
crossref_primary_10_1016_j_comnet_2023_109560
crossref_primary_10_1007_s10586_021_03471_5
crossref_primary_10_1016_j_jestch_2025_102121
crossref_primary_10_1016_j_compeleceng_2022_107774
crossref_primary_10_3390_agronomy13071780
crossref_primary_10_1155_2021_3437373
crossref_primary_10_1016_j_measurement_2024_114897
crossref_primary_10_3390_agriculture14081294
crossref_primary_10_3390_drones6100276
crossref_primary_10_3390_aerospace9090500
crossref_primary_10_3389_fsufs_2024_1499973
crossref_primary_10_1016_j_engappai_2025_111250
crossref_primary_10_1109_ACCESS_2024_3447474
crossref_primary_10_26599_TST_2024_9010142
crossref_primary_10_3390_agriculture13112094
crossref_primary_10_3390_agronomy13041042
crossref_primary_10_3390_s22166158
crossref_primary_10_1007_s11277_022_09722_x
crossref_primary_10_1109_TII_2025_3528579
crossref_primary_10_1111_coin_70035
crossref_primary_10_1016_j_knosys_2024_112655
crossref_primary_10_1109_TWC_2024_3397951
crossref_primary_10_1145_3606018
crossref_primary_10_3390_agronomy13020362
crossref_primary_10_1016_j_vehcom_2025_100913
crossref_primary_10_1016_j_nantod_2024_102388
crossref_primary_10_1109_JSEN_2021_3126605
crossref_primary_10_1109_JSEN_2021_3139124
crossref_primary_10_3390_rs16142565
crossref_primary_10_1007_s00521_025_11038_3
crossref_primary_10_1109_ACCESS_2024_3357538
crossref_primary_10_3390_drones9080583
crossref_primary_10_46519_ij3dptdi_1648618
crossref_primary_10_3390_f12050582
crossref_primary_10_1109_LRA_2022_3187275
crossref_primary_10_3390_fi14080233
crossref_primary_10_1109_TVT_2025_3541455
crossref_primary_10_3390_drones9090593
crossref_primary_10_3390_drones7020097
crossref_primary_10_1155_2022_7730456
crossref_primary_10_3390_drones7040261
crossref_primary_10_1016_j_agsy_2024_103876
crossref_primary_10_3390_rs17132291
crossref_primary_10_1155_2022_7143194
crossref_primary_10_2478_acee_2023_0004
crossref_primary_10_51534_tiha_943842
crossref_primary_10_1002_ett_70023
crossref_primary_10_1007_s11042_022_12855_7
crossref_primary_10_3389_fpls_2024_1398277
crossref_primary_10_1007_s41315_024_00359_6
crossref_primary_10_1016_j_jclepro_2024_143685
crossref_primary_10_1016_j_trac_2024_117603
crossref_primary_10_1016_j_adhoc_2022_102982
crossref_primary_10_1109_ACCESS_2023_3312151
crossref_primary_10_1016_j_apergo_2025_104476
crossref_primary_10_1109_JSEN_2023_3263168
crossref_primary_10_1016_j_sysarc_2025_103552
crossref_primary_10_3390_drones7030214
crossref_primary_10_1109_JIOT_2025_3550126
crossref_primary_10_1016_j_comnet_2024_110611
crossref_primary_10_1007_s11432_022_3735_5
crossref_primary_10_1007_s11277_024_11503_7
crossref_primary_10_3390_app13063857
crossref_primary_10_3390_jimaging7110241
crossref_primary_10_1016_j_neucom_2022_11_020
crossref_primary_10_3390_rs14205141
crossref_primary_10_3390_drones7070416
crossref_primary_10_3390_agriculture12010040
crossref_primary_10_1016_j_swevo_2025_102051
crossref_primary_10_1109_ACCESS_2024_3374894
crossref_primary_10_1155_2023_4213645
crossref_primary_10_1007_s40003_024_00829_0
crossref_primary_10_1371_journal_pone_0308997
crossref_primary_10_1007_s11431_022_2213_8
crossref_primary_10_3390_f14122404
crossref_primary_10_1016_j_rsma_2025_104186
crossref_primary_10_1038_s41467_025_62801_y
crossref_primary_10_1016_j_ecolecon_2023_107950
crossref_primary_10_3390_s25154876
crossref_primary_10_3390_s24061913
crossref_primary_10_3390_drones5040148
crossref_primary_10_1007_s10479_021_04415_3
crossref_primary_10_3390_math12243965
crossref_primary_10_1177_01423312241264873
crossref_primary_10_1007_s11768_025_00244_y
crossref_primary_10_1515_zwf_2024_1063
crossref_primary_10_3390_info12060230
crossref_primary_10_3390_telecom2030017
crossref_primary_10_3390_drones5040134
crossref_primary_10_3390_drones6010012
crossref_primary_10_3390_agronomy15040886
crossref_primary_10_1016_j_techsoc_2023_102335
crossref_primary_10_1109_ACCESS_2021_3125138
crossref_primary_10_48130_tia_0025_0003
crossref_primary_10_1016_j_measurement_2024_116002
crossref_primary_10_1109_JSEN_2022_3221960
crossref_primary_10_1007_s12243_023_00997_0
crossref_primary_10_1109_JSEN_2022_3207879
crossref_primary_10_1016_j_phycom_2025_102785
crossref_primary_10_3390_s22051824
crossref_primary_10_1109_JSEN_2022_3206345
crossref_primary_10_3390_electronics11233881
crossref_primary_10_3390_plants13141926
crossref_primary_10_1007_s12083_021_01191_6
crossref_primary_10_1109_JSEN_2022_3225183
crossref_primary_10_3390_agronomy11061069
crossref_primary_10_1155_2024_8703004
crossref_primary_10_7717_peerj_cs_1776
crossref_primary_10_1016_j_eswa_2024_126182
crossref_primary_10_3390_app12136654
crossref_primary_10_3390_drones5040127
crossref_primary_10_1016_j_swevo_2024_101694
crossref_primary_10_1109_ACCESS_2022_3168295
crossref_primary_10_3390_electronics14010149
crossref_primary_10_3390_drones9010074
crossref_primary_10_3390_agronomy14061330
crossref_primary_10_1016_j_ecolmodel_2022_110147
crossref_primary_10_1088_1755_1315_981_3_032020
crossref_primary_10_1016_j_suscom_2023_100890
crossref_primary_10_1109_TASE_2024_3373007
crossref_primary_10_1016_j_ecoinf_2024_102926
crossref_primary_10_1016_j_asoc_2025_113536
crossref_primary_10_1109_JSEN_2024_3369657
crossref_primary_10_1109_ACCESS_2024_3454546
crossref_primary_10_1109_JSEN_2022_3219199
crossref_primary_10_32604_cmes_2023_029075
crossref_primary_10_3390_drones8090457
crossref_primary_10_2478_ijssis_2024_0038
crossref_primary_10_1109_TVT_2023_3347769
crossref_primary_10_1109_TNSM_2024_3424232
crossref_primary_10_1016_j_rse_2025_114638
crossref_primary_10_1016_j_atech_2024_100412
crossref_primary_10_3390_app14010250
crossref_primary_10_3390_rs17132308
crossref_primary_10_3390_agriculture15090943
crossref_primary_10_1016_j_iot_2023_101022
crossref_primary_10_1016_j_vehcom_2025_100885
crossref_primary_10_3389_fpls_2022_925986
crossref_primary_10_3390_drones8020042
crossref_primary_10_3390_agronomy14040697
crossref_primary_10_1186_s43067_024_00184_8
crossref_primary_10_3390_app14135398
crossref_primary_10_3390_drones8060212
crossref_primary_10_1016_j_agwat_2024_109091
crossref_primary_10_1121_10_0020292
crossref_primary_10_1109_TGCN_2022_3151716
crossref_primary_10_1109_ACCESS_2021_3138753
crossref_primary_10_1109_ACCESS_2023_3236665
crossref_primary_10_3390_foods12244511
crossref_primary_10_1109_ACCESS_2025_3558551
crossref_primary_10_1109_ACCESS_2024_3394617
crossref_primary_10_3390_app14083490
crossref_primary_10_1016_j_atech_2025_101345
crossref_primary_10_1002_acs_4020
crossref_primary_10_3390_pr10071332
crossref_primary_10_1016_j_compeleceng_2022_108453
crossref_primary_10_1109_TNSE_2023_3306202
crossref_primary_10_3390_drones7020123
crossref_primary_10_1109_ACCESS_2023_3319089
crossref_primary_10_1002_aisy_202400464
crossref_primary_10_1007_s11276_022_03031_8
crossref_primary_10_1109_TITS_2023_3336659
crossref_primary_10_3390_app13137470
crossref_primary_10_3390_rs14184459
crossref_primary_10_1109_JIOT_2025_3580160
crossref_primary_10_1007_s43621_024_00736_y
crossref_primary_10_1016_j_comcom_2022_07_023
crossref_primary_10_1016_j_compag_2022_107096
crossref_primary_10_3390_fi17070273
crossref_primary_10_1093_jxb_erac393
crossref_primary_10_1016_j_compag_2024_109197
crossref_primary_10_1016_j_engappai_2025_110686
crossref_primary_10_1016_j_neunet_2025_107207
crossref_primary_10_1017_wsc_2023_41
crossref_primary_10_1145_3560261
crossref_primary_10_3390_agriculture14081207
crossref_primary_10_3390_su15086421
crossref_primary_10_1109_ACCESS_2024_3481409
crossref_primary_10_1007_s10661_023_11678_9
crossref_primary_10_1016_j_jnca_2023_103670
crossref_primary_10_3390_math10163009
crossref_primary_10_1016_j_compag_2023_108344
crossref_primary_10_1016_j_heliyon_2023_e18659
crossref_primary_10_32604_cmc_2023_039381
crossref_primary_10_1016_j_rsase_2025_101576
crossref_primary_10_2478_msr_2025_0023
crossref_primary_10_3390_agriculture15060627
crossref_primary_10_1007_s10586_022_03627_x
crossref_primary_10_2514_1_G007501
crossref_primary_10_1007_s11277_021_09030_w
crossref_primary_10_1016_j_compag_2022_107085
crossref_primary_10_1109_ACCESS_2023_3292302
crossref_primary_10_1109_JIOT_2022_3161703
crossref_primary_10_56093_ijas_v95i7_156500
crossref_primary_10_3390_electronics14153147
crossref_primary_10_1016_j_techsoc_2024_102456
crossref_primary_10_1109_ACCESS_2024_3380473
crossref_primary_10_3390_drones8110664
crossref_primary_10_3390_s23031358
Cites_doi 10.1109/TNSE.2020.3047427
10.1109/JPROC.2019.2952892
10.1109/AERO.2019.8741970
10.1016/j.pce.2019.102810
10.1109/MPRV.2002.1037719
10.1016/j.ast.2019.105549
10.3390/s20030817
10.1109/MNET.001.1900178
10.1177/1550147720916404
10.3390/s16111913
10.1016/j.iot.2020.100187
10.1016/j.agwat.2020.106036
10.1109/ACCESS.2020.3001277
10.1016/j.compag.2020.105328
10.1016/j.ast.2019.105575
10.1109/JIOT.2020.2988930
10.1109/ACCESS.2020.3028595
10.1016/j.rse.2019.111402
10.25165/j.ijabe.20171004.3103
10.1109/ACCESS.2020.2978291
10.1109/ACCESS.2020.2983091
10.1109/MNET.2019.1800222
10.1109/JSEN.2020.3012294
10.1016/j.suscom.2020.100404
10.1109/TITS.2020.3040557
10.1109/MSEC.2019.2947123
10.1016/j.future.2019.04.041
10.1016/j.scitotenv.2017.03.214
10.1016/j.chempr.2017.01.008
10.1109/JIOT.2016.2612119
10.1109/ACCESS.2020.3020513
10.3390/s20071827
10.3390/s20092530
10.1007/s11554-020-00987-8
10.1016/j.cose.2019.05.003
10.1109/COMST.2019.2906228
10.1109/TBDATA.2017.2723570
10.5194/bg-12-163-2015
10.1109/IOTM.0001.1900092
10.1109/VTCSpring.2015.7145656
10.1109/MCOM.2019.1800545
10.1109/ACCESS.2020.2992341
10.1109/ACCESS.2019.2932119
10.3390/rs12121958
10.1007/s13280-015-0714-0
10.3390/rs12091491
10.1109/COMST.2019.2902862
10.1016/j.comnet.2020.107148
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
7U5
8FD
L7M
DOI 10.1109/JSEN.2021.3049471
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Electronics & Communications Abstracts
Solid State and Superconductivity Abstracts
Technology Research Database
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Solid State and Superconductivity Abstracts
Technology Research Database
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
DatabaseTitleList
Solid State and Superconductivity Abstracts
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Geography
Engineering
Agriculture
EISSN 1558-1748
EndPage 17619
ExternalDocumentID 10_1109_JSEN_2021_3049471
9316211
Genre orig-research
GrantInformation_xml – fundername: National Research Foundation of Korea (NRF)
  funderid: 10.13039/501100003725
– fundername: Korean Government (MSIT)
  grantid: NRF-2019R1C1C1006143; NRF-2019R1I1A3A01060518
GroupedDBID -~X
0R~
29I
4.4
5GY
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
AENEX
AGQYO
AHBIQ
AJQPL
AKJIK
AKQYR
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
EBS
F5P
HZ~
IFIPE
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
TWZ
AAYXX
CITATION
7SP
7U5
8FD
L7M
ID FETCH-LOGICAL-c293t-d09498bee4012af6fb4e75b7964fd31b099df8d79ede43b098beaaa7bdb88fd33
IEDL.DBID RIE
ISICitedReferencesCount 355
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000684707400026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1530-437X
IngestDate Mon Jun 30 10:16:07 EDT 2025
Sat Nov 29 05:43:08 EST 2025
Tue Nov 18 22:30:41 EST 2025
Wed Aug 27 02:39:26 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 16
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c293t-d09498bee4012af6fb4e75b7964fd31b099df8d79ede43b098beaaa7bdb88fd33
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-1928-3704
0000-0003-4209-2495
0000-0002-6670-1032
0000-0003-0819-4236
0000-0002-9485-9216
PQID 2560911772
PQPubID 75733
PageCount 12
ParticipantIDs crossref_primary_10_1109_JSEN_2021_3049471
ieee_primary_9316211
proquest_journals_2560911772
crossref_citationtrail_10_1109_JSEN_2021_3049471
PublicationCentury 2000
PublicationDate 2021-08-15
PublicationDateYYYYMMDD 2021-08-15
PublicationDate_xml – month: 08
  year: 2021
  text: 2021-08-15
  day: 15
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE sensors journal
PublicationTitleAbbrev JSEN
PublicationYear 2021
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref57
ref13
ref56
ref12
ref58
ref14
ref53
ref52
ref55
ref11
ref54
ref10
ref16
ref19
ref18
ref51
ref50
(ref17) 2020
ref46
ref45
ref48
ref47
ref42
ref41
(ref59) 2020
ref49
ref8
ref7
ref9
ref4
ref3
ref6
ref5
ryi (ref20) 2020; 14
li (ref40) 2015; 31
ref35
ref37
ref31
ref30
ref33
lee (ref22) 2002; 1
ref32
(ref21) 2020
ref2
yinka-banjo (ref36) 2019
ref1
ref39
(ref15) 2020
deepa (ref34) 2020
ref24
jeanneret (ref44) 2016
ref23
ref26
ref25
(ref60) 2020
ref28
ref27
ref29
waskitho (ref38) 2015; 9
(ref43) 2020
References_xml – ident: ref24
  doi: 10.1109/TNSE.2020.3047427
– ident: ref47
  doi: 10.1109/JPROC.2019.2952892
– ident: ref42
  doi: 10.1109/AERO.2019.8741970
– ident: ref30
  doi: 10.1016/j.pce.2019.102810
– volume: 1
  start-page: 24
  year: 2002
  ident: ref22
  article-title: Activity and location recognition using wearable sensors
  publication-title: IEEE Pervas Comput
  doi: 10.1109/MPRV.2002.1037719
– ident: ref18
  doi: 10.1016/j.ast.2019.105549
– year: 2020
  ident: ref17
  publication-title: BLE vs Wi-Fi Which is better for IOT Product Development?
– ident: ref8
  doi: 10.3390/s20030817
– ident: ref55
  doi: 10.1109/MNET.001.1900178
– ident: ref14
  doi: 10.1177/1550147720916404
– ident: ref50
  doi: 10.3390/s16111913
– ident: ref9
  doi: 10.1016/j.iot.2020.100187
– ident: ref32
  doi: 10.1016/j.agwat.2020.106036
– ident: ref6
  doi: 10.1109/ACCESS.2020.3001277
– ident: ref29
  doi: 10.1016/j.compag.2020.105328
– ident: ref19
  doi: 10.1016/j.ast.2019.105575
– ident: ref46
  doi: 10.1109/JIOT.2020.2988930
– volume: 31
  start-page: 77
  year: 2015
  ident: ref40
  article-title: Distribution of canopy wind field produced by rotor unmanned aerial vehicle pollination operation
  publication-title: Trans Chin Soc Agricult Eng
– year: 2020
  ident: ref60
  publication-title: Agriculture Drones Market
– ident: ref35
  doi: 10.1109/ACCESS.2020.3028595
– ident: ref31
  doi: 10.1016/j.rse.2019.111402
– ident: ref41
  doi: 10.25165/j.ijabe.20171004.3103
– ident: ref16
  doi: 10.1109/ACCESS.2020.2978291
– ident: ref13
  doi: 10.1109/ACCESS.2020.2983091
– ident: ref48
  doi: 10.1109/MNET.2019.1800222
– ident: ref26
  doi: 10.1109/JSEN.2020.3012294
– ident: ref23
  doi: 10.1016/j.suscom.2020.100404
– ident: ref2
  doi: 10.1109/TITS.2020.3040557
– year: 2020
  ident: ref34
  article-title: A survey on blockchain for big data: Approaches, opportunities, and future directions
  publication-title: arXiv 2009 00858
– year: 2020
  ident: ref21
  publication-title: Drone Types Multi-Rotor vs Fixed-Wing vs Single Rotor vs Hybrid VTOL
– ident: ref52
  doi: 10.1109/MSEC.2019.2947123
– ident: ref3
  doi: 10.1016/j.future.2019.04.041
– ident: ref37
  doi: 10.1016/j.scitotenv.2017.03.214
– ident: ref39
  doi: 10.1016/j.chempr.2017.01.008
– ident: ref58
  doi: 10.1109/JIOT.2016.2612119
– ident: ref1
  doi: 10.1109/ACCESS.2020.3020513
– volume: 14
  start-page: 39
  year: 2020
  ident: ref20
  article-title: A study on noise certification evaluation of hybrid VTOL UAV by wind tunnel test and flight test
  publication-title: Aerospace Systems Engineering
– ident: ref25
  doi: 10.3390/s20071827
– ident: ref11
  doi: 10.3390/s20092530
– ident: ref33
  doi: 10.1007/s11554-020-00987-8
– ident: ref53
  doi: 10.1016/j.cose.2019.05.003
– ident: ref45
  doi: 10.1109/COMST.2019.2906228
– ident: ref51
  doi: 10.1109/TBDATA.2017.2723570
– ident: ref28
  doi: 10.5194/bg-12-163-2015
– year: 2016
  ident: ref44
  publication-title: Drone Governance A Scan Policies Laws Regulations Governing Use Unmanned Aerial Vehicles (UAVs) in 79 Countries
– year: 2020
  ident: ref59
  publication-title: Drones for Agriculture-Current Applications
– ident: ref54
  doi: 10.1109/IOTM.0001.1900092
– ident: ref49
  doi: 10.1109/VTCSpring.2015.7145656
– ident: ref56
  doi: 10.1109/MCOM.2019.1800545
– year: 2019
  ident: ref36
  article-title: Sky-farmers: Applications of unmanned aerial vehicles (UAV) in agriculture
  publication-title: Unmanned Aerial Vehicles
– year: 2020
  ident: ref15
  publication-title: Bluetooth technology
– ident: ref5
  doi: 10.1109/ACCESS.2020.2992341
– ident: ref12
  doi: 10.1109/ACCESS.2019.2932119
– volume: 9
  start-page: 7
  year: 2015
  ident: ref38
  article-title: Unmanned aerial vehicle technology in irrigation monitoring
  publication-title: Adv Environ Biol
– ident: ref27
  doi: 10.3390/rs12121958
– year: 2020
  ident: ref43
  publication-title: Intel Demonstrates Remote Drone Identification Solution
– ident: ref57
  doi: 10.1007/s13280-015-0714-0
– ident: ref10
  doi: 10.3390/rs12091491
– ident: ref4
  doi: 10.1109/COMST.2019.2902862
– ident: ref7
  doi: 10.1016/j.comnet.2020.107148
SSID ssj0019757
Score 2.6907966
Snippet In the next few years, smart farming will reach each and every nook of the world. The prospects of using unmanned aerial vehicles (UAV) for smart farming are...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 17608
SubjectTerms Agriculture
agriculture sensors
and crops monitoring
Bluetooth
bluetooth low energy
Digital agriculture
Farmers
Farming
Intelligent sensors
precision agriculture
Radio waves
Remote control
Sensors
smart agriculture
smart farming
smart fields
Smart sensors
Smartphones
Technology transfer
Temperature sensors
Unmanned aerial vehicles
Unmanned aerial vehicles (UAVs)
Wireless sensor networks
Title Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges
URI https://ieeexplore.ieee.org/document/9316211
https://www.proquest.com/docview/2560911772
Volume 21
WOSCitedRecordID wos000684707400026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-1748
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0019757
  issn: 1530-437X
  databaseCode: RIE
  dateStart: 20010101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEB60COrBR6tYrZKDJ2nqZl_Z9VakRTwU8UU9Lclm1hbsKm0V_PcmaVoqiuBtB2ZC2C_JzGQyMwCnTAgMRCiojBTSEIuYJn4uKE9y1PqCxRFTttkE7_WSfj-9WYHmIhcGEe3jM2yZTxvLV6_5u7kqO08DFvsmkXeVcz7L1VpEDFJuq3rqDezRMOB9F8FkXnp-fdfpaU_QZy0TUwo5-6aDbFOVHyexVS_d7f9NbAe2nBlJ2jPcd2EFyypstp_HrpQGamqp1GAV1l2388FnDZ4eypEw5ytp2_VHHnFgX8eRYUnuRnoxkaWRLkh7KcjdJLdoHg_bW0VNiVKRy3lDlskePHQ795dX1LVYoLnW81OqtHeXJhJRu1m-KOJChsgjafJTCxUwqe1HVSSKp6gwDDSpeYUQXCqZJJoj2IdK-VriAZAAixwLoRniSAuHUpvtofA97svEVAmsgzf_6Vnu6o-bNhgvmfVDvDQzOGUGp8zhVIezhcjbrPjGX8w1A8yC0WFSh8Yc2cxtz0lm7LzUhKv9w9-ljmDDjG0uj1nUgMp0_I7HsJZ_TIeT8YldeV-pW9cg
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwED-GCuqD3-J0ah58EqtNmzatb2NM_JhD_GI-laS5qqBV9iH435tk2Zgogm8N3LUlvyT3lbsD2KNCYCiY8GSk0GNYxF4S5MLjSY5aXtA4oso2m-DtdtLppFcVOBjnwiCivXyGh-bRxvLVWz4wrrKjNKRxYBJ5pyPGAjrM1hrHDFJu63rqLex7LOQdF8Okfnp0ftNsa1swoIcmqsQ4_SaFbFuVH2exFTAni__7tSVYcIokqQ-RX4YKliswX3_sumIaqEcTxQZXYNb1O3_6XIWHu_JVmBOW1O0KJPf4ZO_HkeeS3Lzq5UQm3nRM6hNh7gNyjeb6sPUr6pEoFWmMWrL01uDupHnbOPVckwUv15K-7ylt36WJRNSGViCKuJAMeSRNhmqhQiq1BqmKRPEUFbJQDzWtEIJLJZNEU4TrMFW-lbgBJMQix0JogjjSzExqxZ2JwOeBTEydwCr4o0nPcleB3DTCeMmsJeKnmcEpMzhlDqcq7I9Z3oflN_4iXjXAjAkdJlWojZDN3AbtZUbTS03AOtj8nWsXZk9vL1tZ66x9sQVz5jvGlUyjGkz1uwPchpn8o__c6-7YVfgFANHaZw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Unmanned+Aerial+Vehicles+in+Smart+Agriculture%3A+Applications%2C+Requirements%2C+and+Challenges&rft.jtitle=IEEE+sensors+journal&rft.au=Praveen+Kumar+Reddy+Maddikunta&rft.au=Hakak%2C+Saqib&rft.au=Alazab%2C+Mamoun&rft.au=Bhattacharya%2C+Sweta&rft.date=2021-08-15&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=1530-437X&rft.eissn=1558-1748&rft.volume=21&rft.issue=16&rft.spage=17608&rft_id=info:doi/10.1109%2FJSEN.2021.3049471&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1530-437X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1530-437X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1530-437X&client=summon