An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges

IEEE Internet of Things Journal - Tập 5 Số 5 - Trang 3758-3773 - 2018
Olakunle Elijah1, Tharek Abdul Rahman1, Igbafe Orikumhi2, Chee Yen Leow1, M.H.D. Nour Hindia3
1Wireless Communication Center, Universiti Teknologi Malaysia, Johor Bahru, Malaysia
2Department of Electronics Engineering, Hanyang University, Seoul, South Korea
3Department of Electrical Engineering, University of Malaya, Kuala Lumpur, Malaysia

Tóm tắt

Từ khóa


Tài liệu tham khảo

2017, Easyfarm

2017, Farmx

10.1109/ICICTA.2011.262

10.1016/j.comnet.2010.05.010

10.1016/j.adhoc.2013.02.008

10.1109/JIOT.2016.2615180

2017, Cropx

10.1109/JIOT.2018.2805263

10.1109/MNET.2018.1700145

10.1109/NGCT.2015.7375220

tongke, 2013, Smart agriculture based on cloud computing and IoT, J Converg Inf Technol, 8

2017, Machinary

10.1109/TII.2014.2300753

10.1109/ISSC.2016.7528456

10.1149/2.F05104if

abbasi, 2014, A review of wireless sensors and networks’ applications in agriculture, Comput Stand Interfaces, 36, 263, 10.1016/j.csi.2011.03.004

10.1109/MWC.2017.1600418

10.1016/j.icte.2016.07.003

10.1109/IJCSS.2011.40

sinha, 2017, A survey on LPWA technology: LoRa and NB-IoT, ICT Exp, 3, 14, 10.1016/j.icte.2017.03.004

10.1142/S0217984917400644

10.1109/COMST.2017.2652320

10.1049/el.2017.1344

10.1109/JSEN.2017.2718107

10.1109/ICDAMT.2017.7904949

10.1109/ICMIC.2015.7409402

10.1109/CCNC.2017.8013434

10.1109/TIAR.2016.7801206

10.1109/JSEN.2015.2435516

10.1109/JSEN.2017.2705043

10.1109/JCSSE.2017.8025904

oksanen, 2016, Adapting an industrial automation protocol to remote monitoring of mobile agricultural machinery: A combine harvester with IoT, IFAC-PapersOnLine, 49, 127, 10.1016/j.ifacol.2016.10.024

2017, Kaa

10.1109/ISITIA.2016.7828696

10.1109/JIOT.2017.2750765

10.1109/ICSGTEIS.2016.7885771

10.1109/MCOM.2017.1600528

10.1109/ICICTA.2011.256

10.1109/VTCFall.2016.7881160

10.1109/ACCESS.2015.2437951

2017, European Research Cluster on the Internet of Things-Outlook of IoT Activities in Europe

2017, Mbeguchoice

2017, EZ Farm

10.1109/MVT.2015.2512358

10.1109/MWC.2016.7721743

2017, OnFarm

2017, Farmlogs

2017, Semios

2017, Phytec

huang, 2017, Research on application of local fruit E-commerce based on Internet of Things, Proc IEEE Int Conf Comput Sci Eng (CSE) IEEE Int Conf Embedded Ubiquitous Comput (EUC), 2, 191

10.1109/iThings/CPSCom.2011.125

10.1109/JSYST.2015.2469676

10.1109/LCN.2016.68

10.1016/j.jfoodeng.2006.10.032

10.1155/2013/531364

10.1016/j.future.2017.03.001

huang, 2014, Key Technologies and Alogrithms’ Application in Agricultural Food Supply Chain Tracking System in E-Commerce, 269

2017, Plantix

shinde, 2017, IoT based animal health monitoring with naive Bayes classification, Int J Emerg Trends Sci Technol, 1, 252

10.1109/IE.2015.29

10.1109/MIC.2018.112102519

10.1016/j.compag.2012.09.002

gan, 2010, On RFID application in the tracking and tracing system of agricultural product logistics, International Conference on Computer and Computing Technologies in Agriculture, 400

abhishesh, 2017, Multipurpose agricultural robot platform: Conceptual design of control system software for autonomous driving and agricultural operations using programmable logic controller, World Acad Sci Eng Technol Int J Mech Aerosp Ind Mechatronic Manuf Eng, 11, 496

10.1109/JIOT.2017.2707489

2017, CLAAS

10.1109/ACCESS.2017.2706947

2017, Precisionhawk

10.1109/CSE-EUC.2017.258

10.1109/INCITE.2016.7857638

10.1109/R10-HTC.2016.7906846

10.1109/ICCSE.2014.6926609

10.1109/ICUFN.2017.7993840

10.1109/INCITE.2016.7857603

zhao, 2010, The study and application of the IoT technology in agriculture, Proc 3rd Int Conf Comput Sci Inf Technol, 2, 462

rubala, 2017, Agriculture field monitoring using wireless sensor networks to improving crop production, Int J Eng Sci, 5216, 5216

odema, 2017, Smart aquaponics system for industrial Internet of Things (IIoT), International Conference on Advanced Intelligent Systems and Informatics, 844

10.1016/j.bjp.2013.12.020

10.2478/cait-2014-0043

10.1109/JIOT.2014.2306328

10.1109/ACCESS.2017.2695525

10.1109/ACCESS.2017.2689040

10.1109/MCOM.2017.1600625

10.1109/ICC.2017.7996640

10.1109/JIOT.2014.2337336

10.1109/MCC.2017.5

10.1109/ACCESS.2016.2560919

10.1109/CSITSS.2016.7779434

10.1108/00070700610682319

10.1109/ICCAR.2015.7166035

10.1016/j.cofs.2016.07.001

10.1109/ICIIP.2013.6707647

tähkäpää, 2015, Patterns of food frauds and adulterations reported in the EU rapid alert system for food and feed and in finland, Food Control, 47, 175, 10.1016/j.foodcont.2014.07.007

10.1016/j.foodres.2016.08.028

10.1109/JIOT.2014.2314132

newell, 2015, Node-capture resilient key establishment in sensor networks: Design space and new protocols, ACM Comput Surveys (CSUR), 47, 24, 10.1145/2636344

10.1109/WFCS.2017.7991968

nelleman, 2009, The Environmental Food Crisis the Environment’s Role in Averting Future Food Crises A UNEP Rapid Response Assessment

deepak, 2017, Cold storage management system for farmers based on IoT, International Journal of Recent Trends in Engineering, 3, 556, 10.23883/IJRTER.2017.3270.BH05J

10.1109/MWC.2016.1500131WC

10.1126/science.1185383

10.1109/ETNCC.2015.7184801

10.1016/j.agsy.2017.01.023

10.1109/NIGERCON.2017.8281944

10.1016/j.compag.2005.09.003

ivanov, 2015, Precision farming: Sensor analytics, IEEE Intell Syst, 30, 76, 10.1109/MIS.2015.67

10.1109/ICNS.2010.26

2017, If This Then That

10.1109/MWC.2010.5416341

10.1109/ICM.2016.7847850

2017, OpenConnectivity

10.1016/j.compag.2011.02.004

10.1109/ICOS.2016.7881983

amin, 2004, Spatial soil variability mapping using electrical conductivity sensor for precision farming of rice, Int J Eng Technol, 1, 47

10.1631/jzus.2007.A1584

10.1109/JIOT.2017.2677977

10.1109/iThings-GreenCom-CPSCom-SmartData.2016.66

10.1109/WICOM.2007.584

10.1109/ICIMIA.2017.7975628

biral, 2015, The challenges of M2M massive access in wireless cellular networks, Digit Commun Netw, 1, 1, 10.1016/j.dcan.2015.02.001

10.1109/ACCESS.2015.2389854

10.1007/978-981-10-4154-9_82

veer, 2017, Achieving Technical Interoperability—The ETSI Approach European Telecommunications Standards Institute

2017, A Comparison of UNB and Spread Spectrum Wireless Technologies As Used in LPWA M2M Applications

10.1145/1555815.1555775

10.1109/COMST.2015.2504379

10.1109/JSEN.2016.2551466

10.1016/j.adhoc.2008.06.003

pekoslawski, 2013, Autonomous wireless sensor network for greenhouse environmental conditions monitoring, Proc Int Conf Mixed Design Integr Circuits Syst (MIXDES'06), 503

10.1109/ICITBS.2015.126

10.1016/j.ins.2014.01.015

bifet, 2010, MOA: Massive online analysis, J Mach Learn Res, 11, 1601