Empirical Insights into Backward Directivity Estimation of CPW-Fed Flexible Antennas Using Characteristic Mode Analysis
Main Article Content
Abstract
This research proposes an empirical approach for estimating the backward directivity of a coplanar waveguide (CPW) flexible patch antenna using characteristic mode analysis (CMA). The proposed methodology involves developing a simple formula to calculate substrate-independent antenna backward directivity from the antenna's characteristic modes (CMs). It establishes a relationship between the characteristic modes and the antenna structure's natural resonant frequency, accounting for resonant frequency variations caused by substrate property changes. The approach remains valid for both traditional and complex antenna designs. Calculation results showed satisfactory agreement with simulation results, achieved without considering substrate or excitation effects. Finally, the approach demonstrated low error rates and rapid backward directivity. The method is verified with four antennas whose bandwidths range from 2 GHz to more than 11 GHz. Results illustrate that the estimation approach for conventional design attains a low rate of error (RoE) of 0.044.
Downloads
Total: 3
Article Details
How to Cite
B. B. QAS ELIAS. Empirical Insights into Backward Directivity Estimation of CPW-Fed Flexible Antennas Using Characteristic Mode Analysis. Advanced Electromagnetics, v. 16, n. 3, p. 18-28, 2026. https://doi.org/10.7716/aem.v15i2.2636.
Issue
Section
Research Articles
License

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
References
- R. Joshi and A. Sharma, “Compact size and high gain microstrip patch antenna design for mmWave 5G wireless communication,” in Proc. 2024 Int. Conf. Integr. Circuits Commun. Syst. (ICICACS), Raichur, India, 2024, pp. 1–4, DOI: 10.1109/ICICACS60521.2024.10498315 View Article.
- View Article
- B. Q. Elias, M. Alsajri, P. J. Soh, and A. A. Al-Hadi, “Design of flexible planar antennas using substrate gap structure for surface wave reduction,” in Proc. 2019 22nd Int. Conf. Control Syst. Comput. Sci. (CSCS), Bucharest, Romania, 2019, pp. 453–458, DOI: 10.1109/CSCS.2019.00083 View Article.
- View Article
- H. Zhao, Q. Wang, J. Du, L. Chen, W. Yue, and W. Wang, “Micro-electromechanical system-based parasitic patch antenna on quartz substrate for high gain,” Sensors, vol. 25, no. 3, p. 607, 2025, DOI: 10.3390/s25030607 View Article.
- View Article
- Z. Siddiqui et al., “Dual-band dual-polarized planar antenna for 5G millimeter-wave antenna-in-package applications,” IEEE Trans. Antennas Propag, vol. 71, no. 4, pp. 2908–2921, Apr. 2023, DOI: 10.1109/TAP.2023.3240032 View Article.
- View Article
- M. Tamma, A. Boonjue, W. Wiboonjaroen, S. Ramphueiphad, and S. Kampeephat, “Performance improvement of slot antenna with metamaterial for modern wireless communication,” Results Eng, vol. 23, p. 102686, 2024, DOI: 10.1016/j.rineng.2024.102686 View Article.
- View Article
- A. S. Abdel Halim, Z. Abdel-Salam, M. Abdel-Harith, and O. Hamdy, “Investigating the effect of changing the substrate material analyzed by laser-induced breakdown spectroscopy on the antenna performance,” Sci. Rep, vol. 14, no. 1, p. 1964, Jan. 2024, DOI: 10.1038/s41598-024-52435-3 View Article.
- View Article
- X. Yang et al., “Freezing of gait detection considering leaky wave cable,” IEEE Trans. Antennas Propag., vol. 67, pp. 554–561, 2019, DOI: 10.1109/TAP.2018.2878081 View Article.
- View Article
- B. B. Q. Elias, A. A. Al-Hadi, P. Akkaraekthalin, and P. J. Soh, “A dimension estimation method for rigid and flexible planar antennas based on characteristic mode analysis,” Electronics, vol. 11, no. 21, p. 3585, 2022, DOI: 10.3390/electronics11213585 View Article.
- View Article
- N. Singh, V. Singh, R. Saini, J. P. Saini, and A. Bhoi, “Microstrip textile antenna with jeans substrate with applications in S-band,” in Adv. Commun., Devices, Netw, Singapore: Springer, 2018, pp. 369–376, DOI: 10.1007/978-981-10-7901-6_40 View Article.
- View Article
- C. Deng, Z. Zhao, and W. Yu, “Characteristic mode analysis of circular microstrip patch antenna and its application to pattern diversity design,” IEEE Access, vol. 10, pp. 2399–2407, 2022, DOI: 10.1109/ACCESS.2021.3139316 View Article.
- View Article
- M. Khan, T. Murad, and N. Lusdyk, “Beamforming analysis of dual beam antenna array using theory of characteristic modes,” IEEE Open J. Antennas Propag, vol. 5, no. 6, pp. 1465–1475, Dec. 2024, DOI: 10.1109/OJAP.2024.3449752 View Article.
- View Article
- J. Zhang, H. Shi, Z. Fan, T. Jiang, C. Ma, and S. Dong, “Design of a dual-polarized microstrip antenna with low backward radiation,” in Proc. 2023 6th Int. Conf. Commun. Eng. Technol. (ICCET), Xi’an, China, 2023, pp. 89–93, DOI: 10.1109/ICCET58756.2023.00023 View Article.
- View Article
- A. Jafargholi, A. Jafargholi, and J. H. Choi, “Mutual coupling reduction in an array of patch antennas using CLL metamaterial superstrate for MIMO applications,” IEEE Trans. Antennas Propag, vol. 67, no. 1, pp. 179–189, Jan. 2019, DOI: 10.1109/TAP.2018.2874747 View Article.
- View Article
- A. Raj and N. Gupta, “Radiation characteristics of microstrip antenna on frequency selective surface absorbing layer,” Int. J. Microw. Wireless Technol, vol. 13, no. 9, pp. 962–968, 2021, DOI: 10.1017/S1759078720001610 View Article.
- View Article
- K. Klionovski and A. Shamim, “Back radiation suppression through a semitransparent ground plane for a mm-wave patch antenna,” IEEE Trans. Antennas Propag, vol. 65, no. 8, pp. 3935–3941, 2017, DOI: 10.1109/TAP.2017.2717967 View Article.
- View Article
- A. Jafargholi, A. Jafargholi, J. H. Choi, M. Veysi, and A. Soleimani, “Microstrip patch back radiation reduction using metamaterial superstrate,” IET Microw. Antennas Propag, vol. 14, no. 2, pp. 158–164, Nov. 2019, DOI: 10.1049/iet-map.2018.6237 View Article.
- View Article
- A. Gupta and V. Kumar, “Design of a tri-band patch antenna with back reflector for off-body communication,” Wireless Pers. Commun, vol. 115, pp. 173–185, 2020, DOI: 10.1007/s11277-020-07566-x View Article.
- View Article
- B. B. Q. Elias, M. A. Alqaisy, and P. J. Soh, “Design of X/Ku and K band flexible cloud-fractal wideband antenna with bandwidth estimation using CMA,” Microwave Rev, vol. 30, no. 1, pp. 23–28, 2024, DOI: 10.18485/mtts_mr.2024.30.1.4 View Article.
- View Article
- B. B. Q. Elias and P. J. Soh, “Resonance analysis and gain estimation using CMA-based even mode combination method for flexible wideband antennas” Sensors, vol. 23, no. 11, p. 5297, June 2023.
- View Article
- L.-M. Si and X. Lv, “CPW-fed multi-band omni-directional planar microstrip antenna using composite metamaterial resonator for wireless communications,” Prog. Electromagn. Res, vol. 83, pp. 133–146, 2008, DOI: 10.2528/pier08050404 View Article.
- View Article
- R. P. Dwivedi and U. K. Kommuri, “CPW feed dual band and wideband antennas using crescent shape and T-shape stub for Wi-Fi and WiMAX application,” Microw. Opt. Technol. Lett, vol. 59, pp. 2586–2591, 2017, DOI: 10.1002/mop.30786 View Article.
- View Article
- W.-C. Liu, C.-M. Wu, and N.-C. Chu, “A compact CPW-fed slotted patch antenna for dual-band operation,” IEEE Antennas Wirel. Propag. Lett, vol. 9, pp. 110–113, 2010, DOI: 10.1109/LAWP.2010.2044135 View Article.
- View Article
- M. Hua, P. Wang, Y. Zheng, and S. Yuan, “Compact tri-band CPW-fed antenna for WLAN/WiMAX applications,” Electron. Lett, vol. 49, pp. 1118–1119, 2013, DOI: 10.1049/el.2013.1669 View Article.
- View Article
- W. A. Awan et al., “A miniaturized wideband and multi-band on-demand reconfigurable antenna for compact and portable devices,” AEU - Int. J. Electron. Commun,, vol. 122, p. 153266, 2020, DOI: 10.1016/j.aeue.2020.153266 View Article.
- View Article
- R. Wu, P. Wang, Q. Zheng, and R. Li, “Compact CPW-fed triple-band antenna for diversity applications” Electron. Lett, vol. 51, pp. 735–736, 2015, DOI: 10.1049/el.2015.0466 View Article.
- View Article
