Implementation of IoT-Based Wireless Sensor Networks for Smart Home Systems
Keywords:
Keywords: Wireless Sensor Network, Internet of Things, Smart Home, Real-Time Monitoring, Wireless NetworkAbstract
The development of Internet of Things (IoT) technology has driven the implementation of smart home systems that require real-time, efficient, and reliable data communication. Wireless Sensor Networks (WSN) are an important component in environmental data collection, but their implementation still faces challenges related to network reliability, response time, and wireless communication stability. This study aims to implement and evaluate the performance of a WSN- and IoT-based smart home system in supporting real-time environmental condition monitoring and home device control. This study uses an experimental method by designing and implementing a WSN architecture integrated with an IoT platform. The system consists of several sensor nodes, an IoT gateway, and a web-based monitoring dashboard. Testing was conducted to observe sensor data transmission, system response time, and wireless network connection stability. The results showed that temperature and humidity sensor data were successfully transmitted periodically and displayed in real-time on the monitoring dashboard. The system demonstrated a high level of data transmission reliability, relatively short response times, and stable network connections during testing with several active sensor nodes. The dashboard is also capable of consistently displaying the status of sensor nodes and smart home devices. The implementation of IoT-based WSN has proven to be effective in supporting smart home systems for monitoring and controlling the home environment. The developed system meets the basic requirements of real-time monitoring and has the potential for further development through the addition of sensors, improved network security, and integration of other smart services in future research.
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REFERENSI
[1] F. P. E. Putra, Y. Setiawan, S. Arifin, and W. Hidayatullah, “Peran VPN dalam Menjaga Privasi Pengguna Jaringan Pub-lik,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392420576_Peran_VPN_dalam_Menjaga_Privasi_Pengguna_Jaringan_Publik/links/6848fa048a76251f22ecfd24/Peran-VPN-dalam-Menjaga-Privasi-Pengguna-Jaringan-Publik.pdf
[2] F. P. E. Putra, S. M. Dewi, Maugfiroh, and A. Hamzah, “Privasi dan Keamanan Penerapan IoT Dalam Kehidupan Sehari-Hari : Tantangan dan Implikasi,” 2023. [Online]. Available: https://jsisfotek.org/index.php/JSisfotek/article/view/232
[3] N. Muhammad Akbar, F. Prasetyo Eka Putra, K. Zulfana Imam, and M. Umar Mansyur, “Analisis Kinerja dan Interopabilitas STB Sebagai Server Penilaian Akhir Tahun,” J. Inf. dan Teknol., pp. 91–96, 2023, doi: 10.37034/jidt.v5i2.365.
[4] F. P. Eka Putra, F. Muslim, N. Hasanah, Holipah, R. Paradina, and R. Alim, “Analisis Komparasi Protokol Websocket dan MQTT Dalam Proses Push Notification,” J. Sistim Inf. dan Teknol., pp. 63–72, 2024, doi: 10.60083/jsisfotek.v5i4.325.
[5] F. P. E. Putra, S. R. Sutarsih, S. Sofiyulloh, and ..., “Optimalisasi Perancangan Aplikasi Manajemen Data Koloman, Di Desa Pulau Mandangin Sampang–Madura Berbasis Website,” 2024, jurnal.univrab.ac.id. [Online]. Available: https://jurnal.univrab.ac.id/index.php/rabit/article/download/4840/1965
[6] F. P. E. Putra and A. Ramadhani, “Integrasi Teknologi Kuantum dan fiber Optik untuk Meningkatkan Keamanan dan Efisiensi Jaringan Masa Depan,” J. Ilm. Ilk. …, 2025, [Online]. Available: http://j-ilkominfo.org/index.php/ejournalaikom/article/view/342
[7] F. P. E. Putra, D. E. Arissandi, A. Rofiqi, and M. F. Hidayat, “Pemanfaatan Mikrotik Dalam Manajemen Bandwidth Pada Jaringan Sekolah,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392420575_Pemanfaatan_Mikrotik_Dalam_Manajemen_Bandwidth_Pada_Jaringan_Sekolah/links/6848fab46b5a287c304a61ca/Pemanfaatan-Mikrotik-Dalam-Manajemen-Bandwidth-Pada-Jaringan-Sekolah.pdf
[8] F. P. E. Putra, D. A. M. Putra, A. Firdaus, and A. Hamzah, “Analisis Kecepatan Dan Kinerja Jaringan 5G (generasi ke 5) Pada Wilayah Perkotaan,” INFORMATICS Educ. Prof. J. Informatics, vol. 8, no. 1, p. 47, 2023, doi: 10.51211/itbi.v8i1.2439.
[9] F. P. E. Putra, F. Fauzan, S. Syirofi, M. Mursidi, D. Wahid, and A. Nuraini, “Sistem Pengendali Lingkungan Pertanian Dengan Wireless Sensor Network Untuk Mengoptimalkan Budidaya Hidroponik,” 2024. doi: 10.47709/digitech.v3i2.3461.
[10] F. P. E. Putra, M. A. Mahmud, and ..., “Pengembangan Sistem Pemantauan Lingkungan Berbasis Internet of Things (IoT) di Kampus,” 2023, researchgate.net. [Online]. Available: https://jurnal.itscience.org/index.php/digitech/article/view/3457
[11] M. Baqer, “Lightweight Federated Learning Approach for Resource-Constrained Internet of Things,” Sensors, vol. 25, no. 18, 2025, doi: 10.3390/s25185633.
[12] M. M. Wang, J. Zhang, and X. You, “Proximity-Based Maritime Internet of Things: A Service-Centric Design,” IEEE Access, vol. 11, pp. 101205–101240, 2023, doi: 10.1109/ACCESS.2023.3312578.
[13] M. Azadimotlagh, N. Jafari, and R. Sharafdini, “Review on Architecture and Challenges in Smart Cities,” J. Inf. Syst. Telecommun., vol. 13, no. 1, pp. 33–49, 2025, [Online]. Available: https://www.scopus.com/inward/record.uri?eid=2-s2.0-105006676229&partnerID=40&md5=ddbcdcf26331529b323aae79d9e5872e
[14] V. Nandhini and K. Sambath, “VLSI implementation of multiplier design using reversible logic gate,” Analog Integr. Circuits Signal Process., vol. 115, no. 1, pp. 93–100, 2023, doi: 10.1007/s10470-023-02150-2.
[15] Y. Han, H. Guo, J. Liu, B. B. Ehui, Y. Wu, and S. Li, “An Enhanced Multifactor Authentication and Key Agreement Protocol in Industrial Internet of Things,” IEEE Internet Things J., vol. 11, no. 9, pp. 16243–16254, 2024, doi: 10.1109/JIOT.2024.3355228.
[16] S. H. Kweon, E.-J. Kim, G. Tan, and I. Kanno, “Compositional Modification of Epitaxial Pb(Zr,Ti)O3 Thin Films for High-Performance Piezoelectric Energy Harvesters,” Adv. Mater. Interfaces, vol. 11, no. 2, 2024, doi: 10.1002/admi.202300634.
[17] S. Wang, Y. Gong, X. Li, and Q. Li, “Integrated Sensing, Communication, and Computation over the Air: Beampattern Design for Wireless Sensor Networks,” IEEE Internet Things J., vol. 11, no. 6, pp. 9681–9692, 2024, doi: 10.1109/JIOT.2023.3327117.
[18] H. Chen, G. Zu, Q. Ju, and X. Yang, “Hydrogel-based sandwich-structured triboelectric nanogenerator energy harvesting storage system for multi-functional sensing and monitoring,” Chem. Eng. J., vol. 523, 2025, doi: 10.1016/j.cej.2025.168739.
[19] T. Huang et al., “DTAIS: Distributed trusted active identity resolution systems for the Industrial Internet,” Digit. Commun. Networks, vol. 10, no. 4, pp. 853–862, 2024, doi: 10.1016/j.dcan.2023.06.006.
[20] H. Alsmadi, E. Saleh, M. Alsmadi, and S. Ikki, “Hardware Impairments Effects on Over the Air System Assisted by Unmanned Aerial Vehicle,” IEEE Commun. Lett., vol. 28, no. 7, pp. 1609–1613, 2024, doi: 10.1109/LCOMM.2024.3395439.
[21] N. Liu, X. Liu, X. Sheng, X. Li, and H. Ding, “A Dual-Polarized, Notched Electromagnetic Energy Harvester Array Based on FSS,” IEEE Antennas Wirel. Propag. Lett., vol. 23, no. 11, pp. 3782–3786, 2024, doi: 10.1109/LAWP.2024.3379221.
[22] A. Hussain and M. Fahad, “Semi-supervised clustered federated learning based indoor localization with Non-IID data,” J. Supercomput., vol. 81, no. 8, 2025, doi: 10.1007/s11227-025-07463-9.
[23] X. Sun et al., “Wireless passive sensor design based on a highly stable triboelectric nanogenerator for centralized command of diverse electrical appliances,” Nano Energy, vol. 134, 2025, doi: 10.1016/j.nanoen.2024.110598.
[24] M. F. Argerich and M. Patiño-Martínez, “Measuring and Improving the Energy Efficiency of Large Language Models Inference,” IEEE Access, vol. 12, pp. 80194–80207, 2024, doi: 10.1109/ACCESS.2024.3409745.
[25] Y. Liu, H. Yun, Y. Xia, J. Luan, and M. Li, “MSGAT: Multi-scale gated axial reverse attention transformer network for medical image segmentation,” Biomed. Signal Process. Control, vol. 95, 2024, doi: 10.1016/j.bspc.2024.106341.
[26] Z. Xiao et al., “Design and implementation of a magnetic-coupling bistable beam-based energy harvester with modulation boundary for rotational motion,” Meas. J. Int. Meas. Confed., vol. 256, 2025, doi: 10.1016/j.measurement.2025.118472.
[27] Q. Wu, H. Chen, and B. Liu, “Optimization of Control Strategy for Fuel Cell Vehicles by Integrating Fuzzy Algorithm,” IEEE Access, vol. 12, pp. 141952–141965, 2024, doi: 10.1109/ACCESS.2024.3469912.
[28] S. Arunprasath and S. Annamalai, “Improving patient centric data retrieval and cyber security in healthcare: privacy preserving solutions for a secure future,” Multimed. Tools Appl., vol. 83, no. 27, pp. 70289–70319, 2024, doi: 10.1007/s11042-024-18253-5.
[29] K. R. Buchanan et al., “Investigation of Randomly Populated Cylindrical, Spherical, and Cubical Arrays for Application in Space, Aerial, and Underwater Collaborative Beamforming,” IEEE Access, vol. 12, pp. 171944–171971, 2024, doi: 10.1109/ACCESS.2024.3486987.
[30] J. Wang, Z. Wang, and L. Zhang, “A Simultaneous Wireless Information and Power Transfer-Based Multi-Hop Uneven Clustering Routing Protocol for EH-Cognitive Radio Sensor Networks,” Big Data Cogn. Comput., vol. 8, no. 2, 2024, doi: 10.3390/bdcc8020015.
[31] A. M. Khan, M.-A. Luque-Nieto, and A. A. Siddique, “Underwater Efficient Data Routing: Clustering-Travel Salesman Protocol (CTSP),” IEEE Access, vol. 12, pp. 26428–26440, 2024, doi: 10.1109/ACCESS.2024.3367012.
[32] H. Alqaleiby, M. Ayyad, M. R. Hajj, S. A. Ragab, and L. Zuo, “Effects of piezoelectric energy harvesting from a morphing flapping tail on its performance,” Appl. Energy, vol. 353, 2024, doi: 10.1016/j.apenergy.2023.122022.
[33] R. K. Jain, A. Mukherjee, P. Karmakar, A. Banerjee, H. Akbarov, and S. Hasanov, “Experimental performance of soil monitoring system using IoT technique for automatic drip irrigation,” Int. J. Commun. Syst., vol. 36, no. 18, 2023, doi: 10.1002/dac.5617.
[34] S. Sanshi, N. Karthik, and R. Vatambeti, “IoT energy efficiency routing protocol using FHO-based clustering and improved CSO model-based routing in MANET,” Int. J. Commun. Syst., vol. 37, no. 9, 2024, doi: 10.1002/dac.5756.
[35] A. Pathak, I. Al-Anbagi, and H. J. Hamilton, “Blockchain-Enhanced Zero Knowledge Proof-Based Privacy-Preserving Mutual Authentication for IoT Networks,” IEEE Access, vol. 12, pp. 118618–118636, 2024, doi: 10.1109/ACCESS.2024.3450313.
[36] Y. He, Q. He, S. Fang, and Y. Liu, “Precise Wireless Camera Localization Leveraging Traffic-Aided Spatial Analysis,” IEEE Trans. Mob. Comput., vol. 23, no. 6, pp. 7256–7269, 2024, doi: 10.1109/TMC.2023.3333272.
[37] N. T. Mahmoud, R. Shaltaf, M. Alyami, M. Alshaaer, and R. Habib, “Ab initio stability to efficiency study of SrGeO3 perovskite,” MRS Energy Sustain. - A Rev. J., vol. 11, no. 2, pp. 647–658, 2024, doi: 10.1557/s43581-024-00105-2.
[38] H. Sadia et al., “Intrusion Detection System for Wireless Sensor Networks: A Machine Learning Based Approach,” IEEE Access, vol. 12, pp. 52565–52582, 2024, doi: 10.1109/ACCESS.2024.3380014.
[39] L. Yang, X. Zhu, W. Pedrycz, Z. Li, and X. Hu, “A Granular Aggregation of Multifaceted Gaussian Process Models,” IEEE Trans. Fuzzy Syst., vol. 32, no. 12, pp. 6801–6810, 2024, doi: 10.1109/TFUZZ.2024.3464848.
[40] L. Yang, W. Tong, Z. Li, J. Zhao, F. Pan, and X. Jin, “PECD-DSIIoT: Privacy-enhanced cross-domain data sharing scheme for IIoT,” J. Inf. Secur. Appl., vol. 93, 2025, doi: 10.1016/j.jisa.2025.104128.
[41] K. Sayed, M. M. Elsayed, and A. Mohamed, “Feasibility and Economic Assessment of a PV-Wind Hybrid Charging Station in the Bronx, NY,” IEEE Access, vol. 13, pp. 61841–61861, 2025, doi: 10.1109/ACCESS.2025.3555158.
[42] K. Tomitagawa, A. Anuntachai, S. Chotipant, O. Wongwirat, and S. Kuchii, “Performance Measurement of Energy Optimal Path Finding for Waste Collection Robot Using ACO Algorithm,” IEEE Access, vol. 10, pp. 117261–117272, 2022, doi: 10.1109/ACCESS.2022.3219416.
[43] W. Yang, C. Hou, Y. Wang, Z. Zhang, X. Wang, and Y. Cao, “SAKMS: A Secure Authentication and Key Management Scheme for IETF 6TiSCH Industrial Wireless Networks Based on Improved Elliptic-Curve Cryptography,” IEEE Trans. Netw. Sci. Eng., vol. 11, no. 3, pp. 3174–3188, 2024, doi: 10.1109/TNSE.2024.3363004.
[44] M. Kaveh, Z. Yan, and R. Jäntti, “Secrecy Performance Analysis of RIS-Aided Smart Grid Communications,” IEEE Trans. Ind. Informatics, vol. 20, no. 4, pp. 5415–5427, 2024, doi: 10.1109/TII.2023.3333842.
[45] F. Sari and I. Bayrakli, “Acoustic energy harvesting and modeling from distributed feedback quantum cascade laser based sensor system,” Meas. J. Int. Meas. Confed., vol. 254, 2025, doi: 10.1016/j.measurement.2025.117940.
[46] S. B. Khan, A. Kumar, A. Mashat, D. Dayananda, M. K. Rahmani, and J. Mathew, “Artificial Intelligence in Next-Generation Networking: Energy Efficiency Optimization in IoT Networks Using Hybrid LEACH Protocol,” SN Comput. Sci., vol. 5, no. 5, 2024, doi: 10.1007/s42979-024-02778-5.
[47] D. T. Gaebele et al., “Powering the Woods Hole X-Spar Buoy with Ocean Wave Energy—A Control Co-Design Feasibility Study,” Energies, vol. 18, no. 16, 2025, doi: 10.3390/en18164442.
[48] J. Yao et al., “Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI,” IEEE Trans. Knowl. Data Eng., vol. 35, no. 7, pp. 6866–6886, 2023, doi: 10.1109/TKDE.2022.3178211.
[49] M. Markiewicz, P. Dziurdzia, and T. Skotnicki, “Randomly moving thermoelectric energy harvester for wearables and industrial Internet of Things,” Nano Energy, vol. 126, 2024, doi: 10.1016/j.nanoen.2024.109565.
[50] H. Baniabdelghany, R. Obermaisser, A. Khalifeh, and P. Muoka, “Metascheduling Using Discrete Particle Swarm Optimization for Fault Tolerance in Time-Triggered IoT-WSN,” IEEE Internet Things J., vol. 10, no. 14, pp. 12666–12675, 2023, doi: 10.1109/JIOT.2023.3252820.
[51] B. Zeng, Z. Liang, and C. Zhao, “Sinr-based slot reuse algorithm for multi-channel wireless sensor networks,” Eurasip J. Wirel. Commun. Netw., vol. 2025, no. 1, 2025, doi: 10.1186/s13638-025-02480-x.
[52] M. Mansour and I. Mansour, “Low power RF rectifiers based on class-E/F2 architecture for energy harvesting applications,” AEU - Int. J. Electron. Commun., vol. 188, 2025, doi: 10.1016/j.aeue.2024.155600.
[53] X. Yu, “Exploiting data transmission for route discoveries in mobile ad hoc networks,” Wirel. Networks, vol. 31, no. 2, pp. 1337–1359, 2025, doi: 10.1007/s11276-024-03796-0.
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