Peran Teknologi IoT dan WSN dalam Pengelolaan Informasi Pertanian: Sebuah Kajian Sistematis

Nirwana Haidar Hari, Joko Prasetyo, Khoironi Khoironi, Lusiana Agustien, Ahmad Walid Hujairi

Abstract


Permintaan global terhadap pertanian yang efisien dan berkelanjutan telah mendorong adopsi teknologi Jaringan Sensor Nirkabel (Wireless Sensor Networks/WSN) dan Internet of Things (IoT). Artikel ini menyajikan tinjauan sistematis terhadap protokol routing dalam WSN untuk aplikasi pertanian cerdas berbasis IoT. Metodologi yang digunakan adalah PRISMA, dengan menganalisis 33 artikel dari basis data terkemuka seperti IEEE Xplore dan Scopus. Hasil kajian menunjukkan bahwa protokol seperti LEACH dan variannya, termasuk pendekatan berbasis heuristik, dapat meningkatkan efisiensi energi hingga 40%. Integrasi WSN dan IoT juga memungkinkan otomatisasi irigasi dan pengambilan keputusan berbasis data real-time, yang berkontribusi pada pengurangan konsumsi air hingga 30%. Meskipun demikian, tantangan seperti keterbatasan konektivitas dan isu keamanan data masih menjadi hambatan signifikan. Tinjauan ini menegaskan potensi besar pemanfaatan WSN dan IoT dalam merevolusi praktik pertanian tradisional, serta perlunya penelitian lanjutan untuk mengatasi keterbatasan infrastruktur dan daya komputasi di lingkungan pertanian.

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References


P. Sanjeevi, S. Prasanna, B. Siva Kumar, G. Gunasekaran, I. Alagiri, and R. Vijay Anand, “Precision agriculture and farming using Internet of Things based on wireless sensor network,” Transactions on Emerging Telecommunications Technologies, vol. 31, no. 12, p. e3978, Dec. 2020, doi: 10.1002/ETT.3978.

A. Ariawan, “Smart Sprout: Irigasi Cerdas Berbasis AIoT untuk Pertanian Modern dan Ramah Lingkungan,” Bit-Tech, vol. 7, no. 2, pp. 434–444, Dec. 2024, doi: 10.32877/BT.V7I2.1841.

N. Khan, R. L. Ray, G. R. Sargani, M. Ihtisham, M. Khayyam, and S. Ismail, “Current Progress and Future Prospects of Agriculture Technology: Gateway to Sustainable Agriculture,” Sustainability 2021, Vol. 13, Page 4883, vol. 13, no. 9, p. 4883, Apr. 2021, doi: 10.3390/SU13094883.

S. Dhal et al., “Internet of Things (IoT) in digital agriculture: An overview,” Agron J, vol. 116, no. 3, pp. 1144–1163, May 2024, doi: 10.1002/agj2.21385.

A. Rehman, T. Saba, M. Kashif, S. M. Fati, S. A. Bahaj, and H. Chaudhry, “A Revisit of Internet of Things Technologies for Monitoring and Control Strategies in Smart Agriculture,” Agronomy, vol. 12, no. 1, p. 127, Jan. 2022, doi: 10.3390/AGRONOMY12010127.

M. F. Koşum and A. O. Özkan, “Analysis of the effect of environmental data collected through the WSN on plant development by the WEKA program,” Turkish Journal of Engineering, vol. 9, no. 2, pp. 202–210, Sep. 2024, doi: 10.31127/TUJE.1532313.

G. Patrizi, A. Bartolini, L. Ciani, V. Gallo, P. Sommella, and M. Carratu, “A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning,” IEEE Trans Instrum Meas, vol. 71, 2022, doi: 10.1109/TIM.2022.3196446.

R. Ouni and K. Saleem, “Framework for Sustainable Wireless Sensor Network Based Environmental Monitoring,” Sustainability 2022, Vol. 14, Page 8356, vol. 14, no. 14, p. 8356, Jul. 2022, doi: 10.3390/SU14148356.

A. R. A. Rajak, “Emerging Technological Methods for Effective Farming by Cloud Computing and IoT,” Emerging Science Journal, vol. 6, no. 5, pp. 1017–1031, Aug. 2022, doi: 10.28991/ESJ-2022-06-05-07.

N. N. Thilakarathne, M. S. A. Bakar, P. E. Abas, and H. Yassin, “Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture,” Front Plant Sci, vol. 13, p. 1030168, Jan. 2023, doi: 10.3389/fpls.2022.1030168.

G. Vitali, M. Francia, M. Golfarelli, and M. Canavari, “Crop Management with the IoT: An Interdisciplinary Survey,” Agronomy 2021, Vol. 11, Page 181, vol. 11, no. 1, p. 181, Jan. 2021, doi: 10.3390/AGRONOMY11010181.

T. Alahmad, M. Neményi, and A. Nyéki, “Applying IoT Sensors and Big Data to Improve Precision Crop Production: A Review,” Agronomy, vol. 13, no. 10, p. 2603, Oct. 2023, doi: 10.3390/agronomy13102603.

B. Yamini, P. G, K. D, J. M, J. G, and U. G S, “Theoretical study and analysis of advanced wireless sensor network techniques in Internet of Things (IoT),” Measurement: Sensors, vol. 33, p. 101098, Jun. 2024, doi: 10.1016/J.MEASEN.2024.101098.

H. Rizvi, A. Arif, M. Z. Hasan, and Z. M. Hanapi, “Efficient and Secured Mechanisms for Data Link in IoT WSNs: A Literature Review,” Electronics 2023, Vol. 12, Page 458, vol. 12, no. 2, p. 458, Jan. 2023, doi: 10.3390/ELECTRONICS12020458.

G. S. Uthayakumar, B. Jackson, C. Ramesh Babu Durai, A. Kalaimani, S. Sargunavathi, and S. Kamatchi, “Systematically efficiency enabled energy usage method for an IOT based WSN environment,” Measurement: Sensors, vol. 25, p. 100615, Feb. 2023, doi: 10.1016/J.MEASEN.2022.100615.

A. Purnama, A. A. Rahman, and E. Fauzi, “The LEACH Protocol to Improve Energy Efficiency of Wireless Sensor Networks in Smart Agriculture,” Jurnal Ilmiah Informatika Global, vol. 15, no. 1, pp. 38–44, Apr. 2024, doi: 10.36982/JIIG.V15I1.3805.

R. Zuhdianto and F. S. Mukti, “A Clustering Optimization for Energy Efficiency in Wireless Sensor Network using K-Means Algorithm,” Jurnal Teknik Informatika (JUTIF), vol. 4, no. 1, pp. 225–234, Feb. 2023, doi: 10.52436/1.JUTIF.2023.4.1.523.

C. P. Verma, “Enhancing Parameters of LEACH Protocol for Efficient Routing in Wireless Sensor Networks,” Journal of Computers, Mechanical and Management, vol. 2, no. 1, pp. 30–34, Feb. 2023, doi: 10.57159/GADL.JCMM.2.1.23040.

V. Narayan, A. K. Daniel, and P. Chaturvedi, “E-FEERP: Enhanced Fuzzy Based Energy Efficient Routing Protocol for Wireless Sensor Network,” Wirel Pers Commun, vol. 131, no. 1, pp. 371–398, Jul. 2023, doi: 10.1007/S11277-023-10434-Z/METRICS.

S. Sharmin, I. Ahmedy, and R. Md Noor, “An Energy-Efficient Data Aggregation Clustering Algorithm for Wireless Sensor Networks Using Hybrid PSO,” Energies (Basel), vol. 16, no. 5, p. 2487, Mar. 2023, doi: 10.3390/EN16052487.

S. Firdous, N. Bibi, M. Wahid, and S. Alhazmi, “Efficient Clustering Based Routing for Energy Management in Wireless Sensor Network-Assisted Internet of Things,” Electronics (Basel), vol. 11, no. 23, p. 3922, Nov. 2022, doi: 10.3390/electronics11233922.

C. Nakas, D. Kandris, and G. Visvardis, “Energy Efficient Routing in Wireless Sensor Networks: A Comprehensive Survey,” Algorithms, vol. 13, no. 3, p. 72, Mar. 2020, doi: 10.3390/A13030072.

G. Kaur, P. Chanak, and M. Bhattacharya, “Energy-Efficient Intelligent Routing Scheme for IoT-Enabled WSNs,” IEEE Internet Things J, vol. 8, no. 14, pp. 11440–11449, Jul. 2021, doi: 10.1109/jiot.2021.3051768.

T. M. Behera, S. K. Mohapatra, U. C. Samal, M. S. Khan, M. Daneshmand, and A. H. Gandomi, “I-SEP: An Improved Routing Protocol for Heterogeneous WSN for IoT-Based Environmental Monitoring,” IEEE Internet Things J, vol. 7, no. 1, pp. 710–717, Jan. 2020, doi: 10.1109/JIOT.2019.2940988.

A. K. Dwivedi, P. S. Mehra, O. Pal, M. N. Doja, and B. Alam, “EETSP: Energy-efficient two-stage routing protocol for wireless sensor network-assisted Internet of Things,” International Journal of Communication Systems, vol. 34, no. 17, p. e4965, Nov. 2021, doi: 10.1002/DAC.4965.

R. Nagaraju et al., “Secure Routing-Based Energy Optimization for IoT Application with Heterogeneous Wireless Sensor Networks,” Energies (Basel), vol. 15, no. 13, p. 4777, Jun. 2022, doi: 10.3390/EN15134777.

K. Lakshmanna, N. Subramani, Y. Alotaibi, S. Alghamdi, O. I. Khalafand, and A. K. Nanda, “Improved Metaheuristic-Driven Energy-Aware Cluster-Based Routing Scheme for IoT-Assisted Wireless Sensor Networks,” Sustainability, vol. 14, no. 13, p. 7712, Jun. 2022, doi: 10.3390/SU14137712.

N. Islam, M. M. Rashid, F. Pasandideh, B. Ray, S. Moore, and R. Kadel, “A Review of Applications and Communication Technologies for Internet of Things (IoT) and Unmanned Aerial Vehicle (UAV) Based Sustainable Smart Farming,” Sustainability, vol. 13, no. 4, p. 1821, Feb. 2021, doi: 10.3390/SU13041821.

S. H. Awan et al., “BlockChain with IoT, an Emergent Routing Scheme for Smart Agriculture,” International Journal of Advanced Computer Science and Applications, vol. 11, no. 4, pp. 420–429, Jun. 2020, doi: 10.14569/IJACSA.2020.0110457.

P. Chithaluru, F. Al-Turjman, M. Kumar, and T. Stephan, “I-AREOR: An energy-balanced clustering protocol for implementing green IoT in smart cities,” Sustain Cities Soc, vol. 61, p. 102254, Oct. 2020, doi: 10.1016/J.SCS.2020.102254.

W. Li et al., “Review of Sensor Network-Based Irrigation Systems Using IoT and Remote Sensing,” Advances in Meteorology, vol. 2020, no. 1, p. 8396164, Jan. 2020, doi: 10.1155/2020/8396164.

S. J. Suji Prasad et al., “An efficient LoRa-based smart agriculture management and monitoring system using wireless sensor networks,” International Journal of Ambient Energy, vol. 43, no. 1, pp. 5447–5450, Dec. 2022, doi: 10.1080/01430750.2021.1953591.

D. Xue and W. Huang, “Smart Agriculture Wireless Sensor Routing Protocol and Node Location Algorithm Based on Internet of Things Technology,” IEEE Sens J, vol. 21, no. 22, pp. 24967–24973, Nov. 2021, doi: 10.1109/JSEN.2020.3035651.

A. K. Dwivedi, A. K. Sharma, and P. S. Mehra, “Energy Efficient Sensor Node Deployment Scheme for Two Stage Routing Protocol of Wireless Sensor Networks assisted IoT,” ECTI Transactions on Electrical Engineering, Electronics, and Communications, vol. 18, no. 2, pp. 158–169, Aug. 2020, doi: 10.37936/ECTI-EEC.2020182.240541.

A. I. Khan, F. Alsolami, F. Alqurashi, Y. B. Abushark, and I. H. Sarker, “Novel energy management scheme in IoT enabled smart irrigation system using optimized intelligence methods,” Eng Appl Artif Intell, vol. 114, p. 104996, Sep. 2022, doi: 10.1016/J.ENGAPPAI.2022.104996.

X. Zhou, X. Yang, J. Ma, and K. I. K. Wang, “Energy-Efficient Smart Routing Based on Link Correlation Mining for Wireless Edge Computing in IoT,” IEEE Internet Things J, vol. 9, no. 16, pp. 14988–14997, Aug. 2022, doi: 10.1109/JIOT.2021.3077937.

S. Gupta, S. Gupta, and D. Goyal, “Wireless Sensor Network in IoT and Performance Optimization,” Recent Advances in Computer Science and Communications, vol. 15, no. 1, pp. 14–22, Sep. 2020, doi: 10.2174/2666255813999200831123235.

M. N. Mowla, N. Mowla, A. F. M. S. Shah, K. M. Rabie, and T. Shongwe, “Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey,” IEEE Access, vol. 11, pp. 145813–145852, 2023, doi: 10.1109/ACCESS.2023.3346299.

Y. Mekonnen, S. Namuduri, L. Burton, A. Sarwat, and S. Bhansali, “Review—Machine Learning Techniques in Wireless Sensor Network Based Precision Agriculture,” J Electrochem Soc, vol. 167, no. 3, p. 037522, Jan. 2020, doi: 10.1149/2.0222003JES/XML.




DOI: http://dx.doi.org/10.53712/jic.v10i2.2772

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