Ku-Band SIW Filter with High Fractional Bandwidth Optimized Using Feed Forward Back Propagation ANN

REFERENCES

• M. Bozzi, A. Georgiadis, and K. Wu, “Review of substrate-integrated waveguide circuits and antennas,” IET Microw. Antennas Propag., Vol. 5, no. 8, pp. 909–20, 2011. DOI:10.1049/iet-map.2010.0463.
   Web of Science ®Google Scholar
• M. Agrawal, and T. Kumar, “A multiband E-shaped substrate integrated waveguide-based antenna for X, Ku, K-band applications,” IETE. J. Res. 2021. DOI:10.1080/03772063.2021.1994038.
   Web of Science ®Google Scholar
• S. Song, Y. Guo, and Y. Wang, “Compact quasi-elliptic SIR-SIW filter with multiple transmission zeros,” Microw. Opt. Technol. Lett., Vol. 63, no. 9, pp. 2348–54, 2021. DOI:10.1002/mop.32914.
   Web of Science ®Google Scholar
• T. Duraisamy, R. K. Barik, K. Sholampettai Subramanian, and S. Kamatchi, “A novel SIW based dual-band power divider using double-circular complementary split ring resonators,” Microw. Opt. Technol. Lett., Vol. 61, no. 6, pp. 1529–33, 2019. DOI:10.1002/mop.31772.
   Web of Science ®Google Scholar
• R. S. Chen, S. W. Wong, L. Zhu, and Q. X. Chu, “Wideband bandpass filter using u-slotted substrate integrated waveguide (SIW) cavities,” IEEE Microwave Compon. Lett., Vol. 25, no. 1, pp. 1–3, 2015. DOI:10.1109/LMWC.2014.2363291.
   Web of Science ®Google Scholar
• M. H. Ho, K. Y. Lee, and Y. C. Chen, “Miniaturized bandpass filter design using substrate integrated waveguide cavities with enhanced signal selectivity,” Microw. Opt. Technol. Lett., Vol. 61, no. 5, pp. 1185–8, 2019. DOI:10.1002/mop.31730.
   Web of Science ®Google Scholar
• D. L. Diedhiou, E. Rius, J. F. Favennec, and A. E. Mostrah, “Ku-band cross-coupled ceramic SIW filter using a novel electric cross-coupling,” IEEE Microwave Compon. Lett., Vol. 25, no. 2, pp. 109–11, 2015. DOI:10.1109/LMWC.2014.2387056.
   Web of Science ®Google Scholar
• H. Zhang, W. Kang, and W. Wu, “Miniaturized dual-band SIW filters using E-shaped slotlines with controllable center frequencies,” IEEE Microwave Compon. Lett., Vol. 28, no. 4, pp. 311–3, 2018. DOI:10.1109/LMWC.2018.2811251.
   Web of Science ®Google Scholar
• A. R. Azad, D. K. Jhariya, and A. Mohan, “Substrate-integrated waveguide cross-coupled filters with mixed electric and magnetic coupling structure,” Int J. Microwave Wireless Techn, Vol. 10, no. 8, pp. 896–903, 2018. DOI:10.1017/S1759078718000843.
   Web of Science ®Google Scholar
• N. Muchhal, and S. Srivastava, “Design of wideband comb shape substrate integrated waveguide multimode resonator bandpass filter with high selectivity and improved upper stopband performance,” Int. J. RF Microwave Comput. Aided Eng., Vol. 29, no. 9, pp. 1–9, 2019. DOI:10.1002/mmce.21807.
   Web of Science ®Google Scholar
• G. Soundarya, and N. Gunavathi, “Compact dual-band SIW bandpass filter using CSRR And DGS structure resonators,” Prog Electromagn Res Lett, Vol. 101, pp. 79–87, 2021. DOI:10.2528/PIERL21091301.
   Web of Science ®Google Scholar
• A. Dixit, A. Kumar, A. Kumar, and A. Kumar, “Lecture notes in electrical engineering,” Optic Wirel Techn, Vol. 771, pp. 173–80, Sep 2022. DOI:10.1007/978-981-16-2818-4_18
   Google Scholar
• N. Muchhal, A. Chakraborty, T. Agrawal, and S. Srivastava, “Miniaturized and selective half-mode substrate integrated waveguide bandpass filter using Hilbert fractal for Sub-6 GHz 5G applications,” IETE. J. Res. 2022. DOI:10.1080/03772063.2021.2021816.
   Web of Science ®Google Scholar
• P. C. Ramanujam, R. Arumugam, P. G. Venkatesan, and M. Ponnusamy, “Design of compact UWB filter using parallel-coupled line and circular open-circuited stubs,” IETE. J. Res. 2022. DOI:10.1080/03772063.2020.1803772.
   Web of Science ®Google Scholar
• S. Hugar, V. B. Mungurwadi, and J. S. Baligar, “Design of microstrip dual-mode wideband bandpass filter with controlled center frequency and bandwidth using bandstop filter topology,” IETE. J. Res. 2021. DOI:10.1080/03772063.2021.1929518.
   Web of Science ®Google Scholar
• R. T. Hammed, and S. M. Abbas, “A small dual narrowband BPF with ultra-rejection band using grounded stepped-impedance resonator,” IETE. J. Res. 2021. DOI:10.1080/03772063.2021.1906337.
   Web of Science ®Google Scholar
• A. A. Khan, and M. K. Mandal, “Narrowband substrate integrated waveguide bandpass filter with high selectivity,” IEEE Microwave Compon. Lett., Vol. 28, no. 5, pp. 416–8, 2018. DOI:10.1109/LMWC.2018.2820605.
   Web of Science ®Google Scholar
• A. Mahan, S. M. Pourjafari, M. Tayarani, and M. S. Mahani, “A novel compact dual-mode SIW filter with wide rejection band and selective response,” Microw. Opt. Technol. Lett., Vol. 61, no. 3, pp. 573–7, 2019. DOI:10.1002/mop.31620.
   Web of Science ®Google Scholar
• H. Y. Gao, Z. X. Tang, X. Cao, Y. Q. Wu, and B. Zhang, “Compact dual-band SIW filter with CSRRS and complementary spiral resonators,” Microw. Opt. Technol. Lett., Vol. 58, no. 1, pp. 1–4, 2016. DOI:10.1002/mop.29482.
   Web of Science ®Google Scholar
• S. Zhang, X. D. Fu, T. Wang, F. L. Liu, H. T. Wang, and H. Liu, “Quasi quarter SIW-mode resonator and its application to sierpinski fractal filter design,” Microw. Opt. Technol. Lett., Vol. 58, no. 5, pp. 1176–9, 2016. DOI:10.1002/mop.29764.
   Web of Science ®Google Scholar
• B. Priya Annadurai, and U. Habiba Hyder Ali, “A compact SIW bandpass filter using DMS-DGS structures for Ku-band applications,” Sādhanā, Vol. 45, no. 1, 244, Aug 2020. DOI:10.1007/s12046-020-01485-0.
   Web of Science ®Google Scholar
• Y. Zhang, X. Shang, F. Zhang, and J. Xu, “A 3-D printed Ku-band waveguide filter based on novel rotary coupling structure,” IEEE Microwave Compon. Lett., 1–4, 2022. DOI:10.1109/LMWC.2022.3194367.
   Web of Science ®Google Scholar
• P. Vallerotonda, et al., “Dielectric-loaded Ku-band filter for high-power space applications based on barrel-shaped cavities,” in 2021 51st European Microwave Conference (EuMC). Apr. 2022, pp. 35–38. DOI:10.23919/EuMC50147.2022.9784232.
   Google Scholar
• T. Duraisamy, S. Kamakshy, S. S. Karthikeyan, R. K. Barik, and Q. S. Cheng, “Compact wideband SIW based bandpass filter for X, Ku and K band applications,” Radioengineering, Vol. 30, no. 2, pp. 288–95, 2021. DOI:10.13164/re.2021.0288.
   Web of Science ®Google Scholar
• P. Bhardwaj, S. Deivalakshmi, and R. Pandeeswari, “Compact wideband substrate integrated waveguide bandpass filter for X/Ku-band application,” Int. J. RF Microwave Comput. Aided Eng., Vol. 31, no. 6, Mar 2021. DOI:10.1002/mmce.22634.
   Web of Science ®Google Scholar
• A. Belen, O. Tari, P. Mahouti, M. A. Belen, and A. Caliskan, “Surrogate-based design optimization of multi-band antenna,” Appl Comput Electromagnet Soc J(ACES), Vol. 37, no. 1, pp. 34–40, 2022. DOI:10.13052/2022.ACES.J.370104.
   Web of Science ®Google Scholar
• Z.-X. Liu, W. Shao, X. Ding, L. Peng, and B. Jiang, “Neural network with Fourier series-based transfer functions for filter modeling,” IEEE Microwave Compon. Lett., Vol. 32, no. 7, pp. 823–6, 2022. DOI:10.1109/LMWC.2022.3153683.
   Web of Science ®Google Scholar
• H. Y. Luo, W. Shao, X. Ding, B. Z. Wang, and X. Cheng, “Shape modeling of microstrip filters based on convolutional neural network,” IEEE Microwave Compon. Lett., Vol. 32, no. 9, pp. 1019–22, 2022. DOI:10.1109/LMWC.2022.3162414.
   Web of Science ®Google Scholar
• Y. Wu, G. Pan, D. Lu, and M. Yu, “Artificial neural network for dimensionality reduction and its application to microwave filters inverse modeling,” IEEE Trans. Microwave Theory Tech., Vol. 70, no. 11, pp. 4683–93, 2022. DOI:10.1109/TMTT.2022.3161928.
   Web of Science ®Google Scholar
• C. Zhang, J. Jin, W. Na, Q.-J. Zhang, and M. Yu, “Multivalued neural network inverse modeling and applications to microwave filters,” IEEE Trans. Microwave Theory Tech., Vol. 66, no. 8, pp. 3781–97, 2018. DOI:10.1109/TMTT.2018.2841889.
   Web of Science ®Google Scholar
• G. Angiulli, D. De Carlo, G. Amendola, E. Arnieri, and S. Costanzo, “Support vector regression machines to evaluate resonant frequency of elliptic substrate integrate waveguide resonators,” Prog. Electromagn. Res., Vol. 83, pp. 107–18, 2008. DOI:10.2528/PIER08041803.
   Web of Science ®Google Scholar
• S. W. Wong, R. S. Chen, K. Wang, Z. N. Chen, and Q. X. Chu, “U-shape slots structure on substrate integrated waveguide for 40-GHz bandpass filter using LTCC technology,” IEEE Trans Compon, Packag Manufact Techn, Vol. 5, no. 1, pp. 128–34, 2015. DOI:10.1109/TCPMT.2014.2367516.
   Web of Science ®Google Scholar
• F. Xu, and K. Wu, “Guided-wave and leakage characteristics of substrate integrated waveguide,” IEEE Trans. Microw. Theory Tech., Vol. 53, no. 1, pp. 66–72, Jan 2005. DOI:10.1109/TMTT.2004.839303.
   Web of Science ®Google Scholar
• D. Deslandes, and K. Wu, “Accurate modeling, wave mechanisms, and design considerations of a substrate integrated waveguide,” IEEE Trans. Microwave Theory Tech., Vol. 54, no. 6, pp. 2516–26, 2006. DOI:10.1109/TMTT.2006.875807.
   Web of Science ®Google Scholar
• Q. Chen, and J. Xu, “A microstrip bandpass filter based on novel resonators,” J. Electromagn. Waves Appl., Vol. 26, pp. 1138–47, July 2012.
   Web of Science ®Google Scholar
• J. Acharjee, A. K. Singh, K. Mandal, and S. K. Mandal, “Defected ground structure toward cross polarization reduction of microstrip patch antenna with improved impedance matching,” Radioengineering, Vol. 27, no. 1, pp. 33–38, Apr 2019. DOI:10.13164/re.2019.0033.
   Google Scholar
• R. Hecht-Nielsen, “Kolmogorov’s mapping neural network existence theorem,” in Presented at the 1st IEEE Int. Joint Conf. Neural Netw. NewYork, Jun. 1987, pp. 11–14.
   Google Scholar
• R. Li, X. Tang, and F. Xiao, “Design of substrate integrated waveguide transversal filter with high selectivity,” IEEE Microwave Compon. Lett., Vol. 20, no. 6, pp. 328–330, 2010. doi:10.1109/LMWC.2010.2047518.
   Web of Science ®Google Scholar