WIRELESS COMMUNICATION TECHNOLOGIES ENABLING RELIABLE INTERNET OF THINGS SMART FARMING APPLICATIONS
Abstract
The rapid expansion of smart farming systems has intensified the need for reliable wireless communication infrastructures capable of supporting Internet of Things (IoT) applications in heterogeneous agricultural environments. Ensuring stable connectivity in rural areas characterized by large coverage demands, energy constraints, and environmental interference remains a critical challenge. This study aims to evaluate wireless communication technologies and identify optimal configurations that enable reliable IoT-based smart farming operations. A mixed-method research design integrating large-scale field experiments and simulation-based scalability analysis was employed to assess LoRaWAN, NB-IoT, Zigbee, Wi-Fi, and 5G IoT modules. Reliability was measured using packet delivery ratio, latency, coverage range, scalability, and energy consumption indicators. Results indicate that no single technology achieves optimal performance across all reliability dimensions. LPWAN technologies demonstrated superior energy efficiency and wide-area coverage, while 5G achieved the lowest latency and highest throughput. Hybrid communication architectures consistently outperformed single-technology deployments, improving packet delivery ratio and operational resilience under varying environmental conditions. The study concludes that context-aware integration of complementary wireless technologies provides the most reliable and sustainable solution for smart farming IoT ecosystems.
Full text article
References
Abdulhussain, S. H., Mahmmod, B. M., Alwhelat, A., Shehada, D., Shihab, Z. I., Mohammed, H. J., Abdulameer, T. H., Alsabah, M., Fadel, M. H., Ali, S. K., Abbood, G. H., Asker, Z. A., & Hussain, A. (2025). A Comprehensive Review of Sensor Technologies in IoT: Technical Aspects, Challenges, and Future Directions. Computers, 14(8), 342. https://doi.org/10.3390/computers14080342
Ahmed, M., Amin Soofi, A., Raza, S., Li, Y., Khan, F., Ullah Khan, W., Asif, M., & Han, Z. (2025). A Comprehensive Survey on RIS-Enhanced Physical Layer Security in UAV-Assisted Networks. IEEE Internet of Things Journal, 12(16), 32538–32562. https://doi.org/10.1109/JIOT.2025.3569716
Ahn, H.-Y., Walters, J. B., Avila, R., Oh, S., Seo, S. G., Kim, J. U., Park, J., Yoo, S., Choi, Y. S., Kim, T. Y., Liu, J., Yoo, J.-Y., Weissleder, O. R., D’Andrea, D., Park, C., Lee, G., Cho, D., Maeng, W.-Y., Yoon, H.-J., … Rogers, J. A. (2025). Bioresorbable, wireless dual stimulator for peripheral nerve regeneration. Nature Communications, 16(1), 4752. https://doi.org/10.1038/s41467-025-59835-7
Akram, M., Ullah Bazai, S., Imran Ghafoor, M., Akram, S., Ilyas, Q. M., Mehmood, A., Iqbal, S., & Asim Rafique, M. (2025). EEMLCR: Energy-Efficient Machine Learning-Based Clustering and Routing for Wireless Sensor Networks. IEEE Access, 13, 70849–70871. https://doi.org/10.1109/ACCESS.2025.3562368
Aldawsari, H. (2025). A blockchain-based approach for secure energy-efficient IoT-based Wireless Sensor Networks for smart cities. Alexandria Engineering Journal, 126, 1–7. https://doi.org/10.1016/j.aej.2025.04.052
An, J., Debbah, M., Cui, T. J., Chen, Z. N., & Yuen, C. (2025). Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications. IEEE Transactions on Antennas and Propagation, 1–1. https://doi.org/10.1109/TAP.2025.3571069
An, J., Yuen, C., Renzo, M. D., Debbah, M., Poor, H. V., & Hanzo, L. (2025). Flexible Intelligent Metasurfaces for Downlink Multiuser MISO Communications. IEEE Transactions on Wireless Communications, 24(4), 2940–2955. https://doi.org/10.1109/TWC.2025.3526843
Aouedi, O., Vu, T.-H., Sacco, A., Nguyen, D. C., Piamrat, K., Marchetto, G., & Pham, Q.-V. (2025). A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. IEEE Communications Surveys & Tutorials, 27(2), 1238–1292. https://doi.org/10.1109/COMST.2024.3430368
Asadi Aghajari, H., Niknam, T., Shasadeghi, M., Sharifhosseini, S. M., Taabodi, M. H., Sheybani, E., Javidi, G., & Pourbehzadi, M. (2025). Analyzing complexities of integrating Renewable Energy Sources into Smart Grid: A comprehensive review. Applied Energy, 383, 125317. https://doi.org/10.1016/j.apenergy.2025.125317
Bokhtiar Al Zami, M., Shaon, S., Khanh Quy, V., & Nguyen, D. C. (2025). Digital Twin in Industries: A Comprehensive Survey. IEEE Access, 13, 47291–47336. https://doi.org/10.1109/ACCESS.2025.3551532
Cao, Z., Niu, Y., Park, J. H., & Zhu, K. (2025). Attack-Resistant Sliding Mode Control for Markov Jump Systems With Redundant Channels: A Novel Two-Layer Mapping approach. IEEE Transactions on Automation Science and Engineering, 22, 2375–2385. https://doi.org/10.1109/TASE.2024.3379192
Du, R., Hua, H., Xie, H., Song, X., Lyu, Z., Hu, M., Narengerile, Xin, Y., McCann, S., Montemurro, M., Han, T. X., & Xu, J. (2025). An Overview on IEEE 802.11bf: WLAN Sensing. IEEE Communications Surveys & Tutorials, 27(1), 184–217. https://doi.org/10.1109/COMST.2024.3408899
Federico, S., Cassalia, F., Mazza, M., Del Fiore, P., Ferrera, N., Malvehy, J., Trilli, I., Rivas, A. C., Cazzato, G., Ingravallo, G., Ardigò, M., & Piscazzi, F. (2025). Advancements in Diagnosis of Neoplastic and Inflammatory Skin Diseases: Old and Emerging Approaches. Diagnostics, 15(16), 2100. https://doi.org/10.3390/diagnostics15162100
Han, C., Ma, J., He, H., Yu, W., Zhang, Y., Cui, C., Ma, Q., & Jin, Y. (2025). Fabrication of Curdlan connected honeycomb-like 3D BN-CNT network for enhancing the thermal conductivity of epoxy composites. Chemical Engineering Journal, 507, 160443. https://doi.org/10.1016/j.cej.2025.160443
Hu, H., Wang, Z., Zhao, X., Li, R., Li, A., Si, Y., Wang, J., Zhou, T., & Xu, T. (2025). A Survey on Brain-Computer Interface-Inspired Communications: Opportunities and Challenges. IEEE Communications Surveys & Tutorials, 27(1), 108–139. https://doi.org/10.1109/COMST.2024.3396847
Huang, J., Wu, B., Duan, Q., Dong, L., & Yu, S. (2025). A Fast UAV Trajectory Planning Framework in RIS-Assisted Communication Systems With Accelerated Learning via Multithreading and Federating. IEEE Transactions on Mobile Computing, 24(8), 6870–6885. https://doi.org/10.1109/TMC.2025.3544903
Huang, X., Zhang, Q., Yang, Y., Chow, L., Ma, J., Xu, G., Guo, F., He, X., Li, Z., Zhao, G., Su, J., Guo, G., Wang, J., Jiao, Y., Gao, Z., Li, Jiyu, Zhou, J., Yiu, C. K., Li, Jian, … Yu, X. (2025). A skin-interfaced three-dimensional closed-loop sensing and therapeutic electronic wound bandage. Nature Communications, 16(1), 5782. https://doi.org/10.1038/s41467-025-61261-8
Hudda, S., & Haribabu, K. (2025). A review on WSN based resource constrained smart IoT systems. Discover Internet of Things, 5(1), 56. https://doi.org/10.1007/s43926-025-00152-2
Ianculescu, M., Constantin, V.-?tefan, Gu?atu, A.-M., Petrache, M.-C., Mih?escu, A.-G., Bica, O., & Alexandru, A. (2025). Enhancing Connected Health Ecosystems Through IoT-Enabled Monitoring Technologies: A Case Study of the Monit4Healthy System. Sensors, 25(7), 2292. https://doi.org/10.3390/s25072292
Khan, W. U., Mahmood, A., Jamshed, M. A., Lagunas, E., Ahmed, M., & Chatzinotas, S. (2025). Beyond Diagonal RIS for 6G Non-Terrestrial Networks: Potentials and Challenges. IEEE Network, 39(1), 80–89. https://doi.org/10.1109/MNET.2024.3480332
Kong, H., Huang, C., Yu, J., & Shen, X. (2025). A Survey of mmWave Radar-Based Sensing in Autonomous Vehicles, Smart Homes and Industry. IEEE Communications Surveys & Tutorials, 27(1), 463–508. https://doi.org/10.1109/COMST.2024.3409556
Koulouras, G., Katsoulis, S., & Zantalis, F. (2025). Evolution of Bluetooth Technology: BLE in the IoT Ecosystem. Sensors, 25(4), 996. https://doi.org/10.3390/s25040996
Ling, W., Shang, X., Liu, J., & Tang, T. (2025). A skin-mountable flexible biosensor based on Cu-MOF/PEDOT composites for sweat ascorbic acid monitoring. Biosensors and Bioelectronics, 267, 116852. https://doi.org/10.1016/j.bios.2024.116852
Long, J., Yu, J., Wang, C., Zhang, L., Sang, B., Wu, Y., Yang, X., Wei, Y., Wang, K., Zhou, W., Ding, J., Zhang, J., & Zhu, M. (2025). 510-Gbps 322-GHz Photonics-Aided Terahertz Wireless Transmission System With MIMO Embedded Adaptive Phase Recovery Equalizer. IEEE Transactions on Microwave Theory and Techniques, 73(6), 3597–3607. https://doi.org/10.1109/TMTT.2024.3496292
Luo, H., Sun, G., Chi, C., Yu, H., & Guizani, M. (2025). Convergence of Symbiotic Communications and Blockchain for Sustainable and Trustworthy 6G Wireless Networks. IEEE Wireless Communications, 32(2), 18–25. https://doi.org/10.1109/MWC.001.2400245
Ouda, M., Abu Sanad, A. A., Krishna, A., Issa Kandah, M., & Kurdi, J. (2025). Advancing Environmental Sustainability: A Comprehensive Review of Waste-Based Composite Materials for Efficient Electromagnetic Shielding and Absorption. IEEE Access, 13, 15028–15061. https://doi.org/10.1109/ACCESS.2025.3529280
Pennanen, H., Hänninen, T., Tervo, O., Tölli, A., & Latva-Aho, M. (2025). 6G: The Intelligent Network of Everything. IEEE Access, 13, 1319–1421. https://doi.org/10.1109/ACCESS.2024.3521579
Priya, J. C., Nanthakumar, G., Choudhury, T., & Karthika, K. (2025). 6G-DeFLI: Enhanced quality-of-services using distributed hash table and blockchain-enabled federated learning approach in 6G IoT networks. Wireless Networks, 31(1), 361–375. https://doi.org/10.1007/s11276-024-03759-5
Qi, K., Wu, Q., Fan, P., Cheng, N., Chen, W., Wang, J., & Letaief, K. B. (2025). Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks. IEEE Transactions on Vehicular Technology, 74(1), 1365–1378. https://doi.org/10.1109/TVT.2024.3452790
Saeed, M. M., Saeed, R. A., Hasan, M. K., Ali, E. S., Mazha, T., Shahzad, T., Khan, S., & Hamam, H. (2025). A comprehensive survey on 6G-security: Physical connection and service layers. Discover Internet of Things, 5(1), 28. https://doi.org/10.1007/s43926-025-00123-7
Seidel, M.-D. L., & Stewart, K. J. (2011). An Initial Description of the C-Form. In C. Marquis, M. Lounsbury, & R. Greenwood (Eds.), Research in the Sociology of Organizations (Vol. 33, pp. 37–72). Emerald Group Publishing Limited. https://doi.org/10.1108/S0733-558X(2011)0000033005
Shao, R. W., Wu, J. W., Li, J., Meng, S., Xu, Y., Wang, Z. X., Tang, W., Cheng, Q., Jin, S., & Cui, T. J. (2025). Dual-channel near-field holographic MIMO communications based on programmable digital coding metasurface and electromagnetic theory. Nature Communications, 16(1), 915. https://doi.org/10.1038/s41467-025-56209-x
Shao, X., & Zhang, R. (2025). 6DMA Enhanced Wireless Network with Flexible Antenna Position and Rotation: Opportunities and Challenges. IEEE Communications Magazine, 63(4), 121–128. https://doi.org/10.1109/MCOM.002.2400333
Shin, J., Song, J. W., Flavin, M. T., Cho, S., Li, S., Tan, A., Pyun, K. R., Huang, A. G., Wang, H., Jeong, S., Madsen, K. E., Trueb, J., Kim, M., Nguyen, K., Yang, A., Hsu, Y., Sung, W., Lee, J., Phyo, S., … Rogers, J. A. (2025). A non-contact wearable device for monitoring epidermal molecular flux. Nature, 640(8058), 375–383. https://doi.org/10.1038/s41586-025-08825-2
Siddiky, M. N. A., Rahman, M. E., Uzzal, M. S., & Kabir, H. M. D. (2025). A Comprehensive Exploration of 6G Wireless Communication Technologies. Computers, 14(1), 15. https://doi.org/10.3390/computers14010015
Singh, Sunaina, Mishra, R., Kapoor, A., & Singh, Soni. (2025). A Comprehensive Review and Analysis of the Design Aspects, Structure, and Applications of Flexible Wearable Antennas. Telecom, 6(1), 3. https://doi.org/10.3390/telecom6010003
Sun, H., Liu, Y., Al-Tahmeesschi, A., Nag, A., Soleimanpour, M., Canberk, B., Arslan, H., & Ahmadi, H. (2025). Advancing 6G: Survey for Explainable AI on Communications and Network Slicing. IEEE Open Journal of the Communications Society, 6, 1372–1412. https://doi.org/10.1109/OJCOMS.2025.3534626
Tian, Y., Yang, Y., Tang, H., Wang, J., Li, N., Cheng, Y., Kang, T., Tang, J., Zhou, M., Chen, W., Yu, Y., Liu, Xinqi, Liu, Xurui, Xu, L., Yin, Z., & Zang, J. (2025). An implantable hydrogel-based phononic crystal for continuous and wireless monitoring of internal tissue strains. Nature Biomedical Engineering, 9(8), 1335–1348. https://doi.org/10.1038/s41551-025-01374-z
Wang, H., Niu, A., Waktole, D. A., Jia, B., Zuo, Z., & Wang, W. (2025). A self-powered wireless temperature sensing system using flexible thermoelectric generators under simulated thermal condition. Measurement, 253, 117637. https://doi.org/10.1016/j.measurement.2025.117637
Wang, Q., Guan, H., Wang, C., Lei, P., Sheng, H., Bi, H., Hu, J., Guo, C., Mao, Y., Yuan, J., Shao, M., Jin, Z., Li, J., & Lan, W. (2025). A wireless, self-powered smart insole for gait monitoring and recognition via nonlinear synergistic pressure sensing. Science Advances, 11(16), eadu1598. https://doi.org/10.1126/sciadv.adu1598
Wen, D., Zhou, Y., Li, X., Shi, Y., Huang, K., & Letaief, K. B. (2025). A Survey on Integrated Sensing, Communication, and Computation. IEEE Communications Surveys & Tutorials, 27(5), 3058–3098. https://doi.org/10.1109/COMST.2024.3521498
Yu, W., Liu, B., Ren, J., Guo, Z., Mao, Y., Chen, S., Zhong, Q., Tu, B., Cai, J., Chen, Q., Song, X., Wang, F., & Sun, T. (2025). Covert chaotic encryption scheme based on compressive sensing in a W-band RoF system. Optics Express, 33(1), 992. https://doi.org/10.1364/OE.549606
Yue, W., Guo, Y., Lee, J., Ganbold, E., Wu, J.-K., Li, Y., Wang, C., Kim, H. S., Shin, Y.-K., Liang, J.-G., Kim, E.-S., & Kim, N.-Y. (2025). Advancements in Passive Wireless Sensing Systems in Monitoring Harsh Environment and Healthcare Applications. Nano-Micro Letters, 17(1), 106. https://doi.org/10.1007/s40820-024-01599-8
Zanbouri, K., Noor-A-Rahim, Md., John, J., Sreenan, C. J., Vincent Poor, H., & Pesch, D. (2025). A Comprehensive Survey of Wireless Time-Sensitive Networking (TSN): Architecture, Technologies, Applications, and Open Issues. IEEE Communications Surveys & Tutorials, 27(4), 2129–2155. https://doi.org/10.1109/COMST.2024.3486618
Zhang, P., Yang, Y., Li, Z., Xue, Y., Wang, F., Shan, L., Wang, Y., Shi, X., Wu, K., & Liu, J. (2025). Conducting Hydrogel?Based Neural Biointerfacing Technologies. Advanced Functional Materials, 35(25), 2422869. https://doi.org/10.1002/adfm.202422869
Zhang, Y., Wang, X., Gang, Y., Wang, J., Wu, S., Zhang, P., & Shi, Y. (2025). 6G SAGIN Information Transmission Model. IEEE Communications Magazine, 63(6), 98–105. https://doi.org/10.1109/MCOM.001.2400351
Zhao, Z., Yang, Z., Hu, Y., Zhu, C., Shikh-Bahaei, M., Xu, W., Zhang, Z., & Huang, K. (2025). Compression Ratio Allocation for Probabilistic Semantic Communication With RSMA. IEEE Transactions on Communications, 73(9), 7304–7318. https://doi.org/10.1109/TCOMM.2025.3548689
Zhu, W., Deng, X., Gui, J., Zhang, H., & Min, G. (2025). Cost-Effective Task Offloading and Resource Scheduling for Mobile Edge Computing in 6G Space-Air–Ground Integrated Network. IEEE Internet of Things Journal, 12(12), 19428–19442. https://doi.org/10.1109/JIOT.2025.3541082
Zhu, X., Liu, J., Lu, L., Zhang, T., Qiu, T., Wang, C., & Liu, Y. (2025). Enabling Intelligent Connectivity: A Survey of Secure ISAC in 6G Networks. IEEE Communications Surveys & Tutorials, 27(2), 748–781. https://doi.org/10.1109/COMST.2024.3432871
Authors
Copyright (c) 2026 Hamid Wijaya, Miku Fujita, Daiki Nishida

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.