A Wearable Coplanar Vivaldi Antenna (CVA) for Internet of Things (IoT)-Based Toddler Stunting Detection
Received: 29 May 2025 | Revised: 23 June 2025, 9 July 2025, and 14 July 2025 | Accepted: 16 July 2025 | Online: 6 October 2025
Corresponding author: Nurhayati Nurhayati
Abstract
Stunting is a significant health issue affecting the growth of children under five, particularly in developing countries. This study aims to develop a portable stunting detection system integrated with a wearable Coplanar Vivaldi Antenna (CVA) using the Internet of Things (IoT) and an ESP32 microcontroller. The system comprises two components: a hat embedded with ultrasonic and flex sensors for measuring height and head circumference, and a platform equipped with a load cell sensor to measure body weight. The ESP-NOW communication protocol is implemented to enable real-time data synchronization. The CVA is integrated into the hat to enable wireless data transmission via IoT to the receiver unit. A parametric study of the CVA was conducted to investigate the effects of cavity width and corrugation. Simulation results show that a CVA with a cavity radius of 3.5 mm achieves an S11 below –10 dB across 1.98–3.76 GHz and 5.27–10.84 GHz, (133.17% bandwidth). Variations in the corrugated structure lead to differences in directivity, with the highest gain observed in CVA type C at 7.858 dBi. CVA type J demonstrates resonances at 2.39 GHz (–35.05 dB) and 5.87 GHz (–28.99 dB). The Specific Absorption Rate (SAR) was measured using a child voxel with a value of 0.279 W/kg. Testing shows high accuracy, with error rates of 0.16% for height, 0.13% for head circumference, and 0.08% for body weight, with a data transmission success rate of 93% up to 20 m. The system also calculates Z-scores based on World Health Organization (WHO) standards.
Keywords:
antenna, anthropometric, Internet of Things (IoT), Specific Absorption Rate (SAR), wearable antennaDownloads
References
K. C. Rao, D. Nataraj, K. S. Chakradhar, G. V. Ujwala, M. Lakshmunaidu, and H. S. Dadi, "Design of a Compact Millimeter Wave Antenna for 5G Applications based on Meta Surface Luneburg Lens," Engineering, Technology & Applied Science Research, vol. 15, no. 2, pp. 20722–20728, Apr. 2025.
T. D. T. Thanh, P. D. Quan, P. H. Phuc, and H. T. P. Thao, "A Penta-band Antenna using Symmetrical DGS for RF Energy Harvesting in IoT Applications," Engineering, Technology & Applied Science Research, vol. 15, no. 2, pp. 22028–22034, Apr. 2025.
A. Zandamela, N. Marchetti, M. J. Ammann, and A. Narbudowicz, "A Dual-Band Planar Antenna for Angle-of-Arrival Estimation in On-Body IoT Devices," IEEE Internet of Things Journal, vol. 12, no. 13, pp. 23921–23932, July 2025.
P. Ramya et al., "Enhancing 5G Performance: A Study of an MIMO Antenna with Elliptical Ring Polarization," Engineering, Technology & Applied Science Research, vol. 15, no. 1, pp. 19782–19787, Feb. 2025.
Y. E. Hachimi, E. M. Louragli, S. A. N. Arockiam, V. Subramanian, S. Das, and A. Farchi, "Design of a Miniaturized Dual-Band Antenna using Slotted Techniques for 2.45/5.8 GHz Microwave Band RFID Utilizations," Engineering, Technology & Applied Science Research, vol. 15, no. 1, pp. 20018–20023, Feb. 2025.
N. Nurhayati, N. N. Uma, M. Y. Farentina, R. D. Safitri, A. N. Dwi Nur Fahmi, and W. A. Godaymi Al-Tumah, "Wearable Monopole Textile Antenna for IoT Application," in 2024 International Conference on Computer Engineering, Network, and Intelligent Multimedia, Surabaya, Indonesia, 2024, pp. 1–4.
N. Nurhayati et al., "Wearable Wideband Textile Coplanar Vivaldi Antenna for Medical and IoT Application," Progress In Electromagnetics Research C, vol. 148, pp. 145–156, Oct. 2024.
S. Agneessens, "Coupled Eighth-Mode Substrate Integrated Waveguide Antenna: Small and Wideband With High-Body Antenna Isolation," IEEE Access, vol. 6, pp. 1595–1602, 2018.
H. Kaur and P. Chawla, "Design and Evaluation of a Fractal Wearable Textile Antenna for Medical Applications," Wireless Personal Communications, vol. 128, no. 1, pp. 683–699, Jan. 2023.
U. Hasni and E. Topsakal, "Wearable Antennas for On-Body Motion Detection," in 2020 IEEE USNC-CNC-URSI North American Radio Science Meeting (Joint with AP-S Symposium), Montreal, Canada, 2020, pp. 1–2.
R. Huang, W. Xia, L. Xing, and F. Zhu, "A Dual-Band Footwear Textile Antenna for LoRa Off-Body Communication," in 2022 IEEE Conference on Antenna Measurements and Applications, Guangzhou, China, 2022, pp. 1–4.
G. Li, Z. Tian, G. Gao, L. Zhang, M. Fu, and Y. Chen, "A Shoelace Antenna for the Application of Collision Avoidance for the Blind Person," IEEE Transactions on Antennas and Propagation, vol. 65, no. 9, pp. 4941–4946, Sept. 2017.
G. Bengloan, J. M. Felicio, C. A. Fernandes, A. Chousseaud, B. Froppier, and E. M. Cruz, "A Compact and Flexible Dual-Band Antenna for Near-Body Applications," in 2021 International Symposium on Antennas and Propagation, Taipei, Taiwan, 2021, pp. 1–2.
M. Hussain, W. A. Awan, S. M. Abbas, and Y. Zhu, "Design and development of low-profile polymer based broadband antenna for on-body applications," Results in Engineering, vol. 25, Mar. 2025, Art. no. 103818.
W. M. Abdulkawi, A. Masood, N. Nizam-Uddin, and M. Alnakhli, "A Simulation Study of Triband Low SAR Wearable Antenna," Micromachines, vol. 14, no. 4, Apr. 2023, Art. no. 819.
S. Jayant, G. Srivastava, and S. Kumar, "Quad-Port UWB MIMO Footwear Antenna for Wearable Applications," IEEE Transactions on Antennas and Propagation, vol. 70, no. 9, pp. 7905–7913, Sept. 2022.
S. Dey, M. S. Arefin, and N. C. Karmakar, "Design and Experimental Analysis of a Novel Compact and Flexible Super Wide Band Antenna for 5G," IEEE Access, vol. 9, pp. 46698–46708, 2021.
V. Kavitha, K. Malaisamy, T. Murugesh, and M. SenthilKumar, "Design and development of jeans textile antenna for wireless broadband applications," Journal of Industrial Textiles, vol. 53, Dec. 2023, Art. no. 15280837231215374.
M. A. Abdelghany, M. I. Ahmed, A. A. Ibrahim, A. Desai, and M. F. Ahmed, "Textile Antenna with Dual Bands and SAR Measurements for Wearable Communication," Electronics, vol. 13, no. 12, June 2024, Art. no. 2251.
H. Yalduz, B. Koç, L. Kuzu, and M. Turkmen, "An ultra-wide band low-SAR flexible metasurface-enabled antenna for WBAN applications," Applied Physics A, vol. 125, no. 9, Aug. 2019, Art. no. 609.
T. Siswati et al., "Effect of a Short Course on Improving the Cadres' Knowledge in the Context of Reducing Stunting through Home Visits in Yogyakarta, Indonesia," International Journal of Environmental Research and Public Health, vol. 19, no. 16, Aug. 2022, Art. no. 9843.
D. P. Hutabarat, W. Wijaya, and W. D. Wijaya, "Internet of things-based digital scale to detect stunting symptoms in babies under two years of age," International Journal of Electrical and Computer Engineering, vol. 14, no. 3, pp. 3467–3474, June 2024.
S. Wiyono et al., "The role sanitation to stunting children age 6-35 months, Purwojati subdistrict, Banyumas district, Central Java, Indonesia," International Journal Of Community Medicine And Public Health, vol. 6, no. 1, pp. 82–88, Jan. 2019.
K. Widatama and P. W. Setyaningsih, "The Using Of Information Systems To Calculate Z-Score And To Determination Of Stunting Categories In Toddlers," bit-Tech, vol. 6, no. 2, pp. 152–160, Dec. 2023.
N. Nurhayati, F. Y. Zulkifli, E. Setijadi, B. E. Sukoco, M. N. M. Yasin, and A. M. De Oliveira, "Bandwidth, Gain Improvement, and Notched-Band Frequency of SWB Wave Coplanar Vivaldi Antenna Using CSRR," IEEE Access, vol. 12, pp. 16926–16938, 2024.
J. Tak, S. Woo, J. Kwon, and J. Choi, "Dual-Band Dual-Mode Patch Antenna for On-/Off-Body WBAN Communications," IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 348–351, June 2016.
V. R. Preedy, Ed., Handbook of Anthropometry: Physical Measures of Human Form in Health and Disease. New York, NY, USA: Springer, 2012.
Md. S. Rana, O. Islam, S. A. Shikha, and M. Faisal, "IoT Application using a Rectangular 2.4 GHz Microstrip Patch Antenna," in 2023 International Conference for Advancement in Technology, Goa, India, 2023, pp. 1–4.
A. K. Biswas and U. Chakraborty, "A compact wide band textile MIMO antenna with very low mutual coupling for wearable applications," International Journal of RF and Microwave Computer-Aided Engineering, vol. 29, no. 8, July 2019, Art. no. e21769.
K.-L. Wong, H.-J. Chang, C.-Y. Wang, and S.-Y. Wang, "Very-Low-Profile Grounded Coplanar Waveguide-Fed Dual-Band WLAN Slot Antenna for On-Body Antenna Application," IEEE Antennas and Wireless Propagation Letters, vol. 19, no. 1, pp. 213–217, Jan. 2020.
K. Mondal, A. Samanta, and P. P. Sarkar, "Compact Multiband Monopole Antenna for ISM Band 2.4 GHz, Bluetooth, WiMAX, WiFi Applications," Wireless Personal Communications, vol. 97, no. 1, pp. 181–195, Nov. 2017.
H. Li, J. Du, X.-X. Yang, and S. Gao, "Low-Profile All-Textile Multiband Microstrip Circular Patch Antenna for WBAN Applications," IEEE Antennas and Wireless Propagation Letters, vol. 21, no. 4, pp. 779–783, Apr. 2022.
A. R. Nair, B. A. Singh, and S. S. Thakur, "Design of Rectangular Microstrip 4x2 Patch Array Antenna at 2.4 GHz for WLAN Application," in 2015 Second International Conference on Advances in Computing and Communication Engineering, Dehradun, India, 2015, pp. 53–56.
H. Hadžić, W. Verzotti, Z. Blažević, and M. Škiljo, "2.4 GHz micro-strip patch antenna array with suppressed sidelobes," in 2015 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split, Croatia, 2015, pp. 96–100.
S. Lamultree, W. Thanamalapong, S. Dentri, and C. Phongcharoenpanich, "Tri-Band Bidirectional Antenna for 2.4/5 GHz WLAN and Ku-Band Applications," Applied Sciences, vol. 12, no. 12, June 2022, Art. no. 5817.
H. Lee and J. Choi, "A polarization reconfigurable textile patch antenna for wearable IoT applications," in 2017 International Symposium on Antennas and Propagation, Phuket, Thailand, 2017, pp. 1–2.
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Copyright (c) 2025 Nurhayati Nurhayati, Mohammad As'ad Rosyadi, Ahmed J. A. Al-Gburi, Ismaini Zain, Rina Rifqie Mariana, Annis Catur Adi, Nurul Muslihah, Amalia Ruhana

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