Vol. 173
Latest Volume
All Volumes
PIERC 173 PIERC 172 PIERC 171 PIERC 170 PIERC 169 PIERC 168 PIERC 167 PIERC 166 PIERC 165 PIERC 164 PIERC 163 PIERC 162 PIERC 161 PIERC 160 PIERC 159 PIERC 158 PIERC 157 PIERC 156 PIERC 155 PIERC 154 PIERC 153 PIERC 152 PIERC 151 PIERC 150 PIERC 149 PIERC 148 PIERC 147 PIERC 146 PIERC 145 PIERC 144 PIERC 143 PIERC 142 PIERC 141 PIERC 140 PIERC 139 PIERC 138 PIERC 137 PIERC 136 PIERC 135 PIERC 134 PIERC 133 PIERC 132 PIERC 131 PIERC 130 PIERC 129 PIERC 128 PIERC 127 PIERC 126 PIERC 125 PIERC 124 PIERC 123 PIERC 122 PIERC 121 PIERC 120 PIERC 119 PIERC 118 PIERC 117 PIERC 116 PIERC 115 PIERC 114 PIERC 113 PIERC 112 PIERC 111 PIERC 110 PIERC 109 PIERC 108 PIERC 107 PIERC 106 PIERC 105 PIERC 104 PIERC 103 PIERC 102 PIERC 101 PIERC 100 PIERC 99 PIERC 98 PIERC 97 PIERC 96 PIERC 95 PIERC 94 PIERC 93 PIERC 92 PIERC 91 PIERC 90 PIERC 89 PIERC 88 PIERC 87 PIERC 86 PIERC 85 PIERC 84 PIERC 83 PIERC 82 PIERC 81 PIERC 80 PIERC 79 PIERC 78 PIERC 77 PIERC 76 PIERC 75 PIERC 74 PIERC 73 PIERC 72 PIERC 71 PIERC 70 PIERC 69 PIERC 68 PIERC 67 PIERC 66 PIERC 65 PIERC 64 PIERC 63 PIERC 62 PIERC 61 PIERC 60 PIERC 59 PIERC 58 PIERC 57 PIERC 56 PIERC 55 PIERC 54 PIERC 53 PIERC 52 PIERC 51 PIERC 50 PIERC 49 PIERC 48 PIERC 47 PIERC 46 PIERC 45 PIERC 44 PIERC 43 PIERC 42 PIERC 41 PIERC 40 PIERC 39 PIERC 38 PIERC 37 PIERC 36 PIERC 35 PIERC 34 PIERC 33 PIERC 32 PIERC 31 PIERC 30 PIERC 29 PIERC 28 PIERC 27 PIERC 26 PIERC 25 PIERC 24 PIERC 23 PIERC 22 PIERC 21 PIERC 20 PIERC 19 PIERC 18 PIERC 17 PIERC 16 PIERC 15 PIERC 14 PIERC 13 PIERC 12 PIERC 11 PIERC 10 PIERC 9 PIERC 8 PIERC 7 PIERC 6 PIERC 5 PIERC 4 PIERC 3 PIERC 2 PIERC 1
2026-09-02
Bistatic Radar for Multi-Target Detection Using Microstrip Patch Antennas
By
Progress In Electromagnetics Research C, Vol. 173, 103-115, 2026
Abstract
This paper presents a compact, low-cost, frequency-domain bistatic radar system using two identical square microstrip patch antennas fabricated on an FR-4 substrate (εr = 4.4, thickness = 1.6 mm). The antenna incorporates a suspended air-gap configuration to enhance bandwidth and radiation efficiency, and is designed to resonate near 3.3 GHz. The antenna was designed and optimised using CST Microwave Studio and experimentally validated using a Vector Network Analyser (VNA). Simulation results demonstrate a peak gain of 6.6 dBi and radiation efficiency of 83.2%. The fabricated antenna exhibits a measured peak gain of 7.0 dBi at 3.23 GHz and a |S₁₁| ≤ −10 dB bandwidth from approximately 3.0 to 3.5 GHz, with a measured resonance minimum of −14.3 dB at 3.27 GHz. The bistatic radar system operates over a swept frequency range of 2.8 to 3.8 GHz, acquiring complex S₂₁ parameters at each discrete frequency step. The received S₂₁ data is processed using background subtraction to suppress antenna coupling and background clutter, followed by an Inverse Fast Fourier Transform (IFFT) for range-domain target localisation. The proposed system is experimentally validated in single-target and multiple-target scenarios. Closely spaced targets are further characterised using a CLEAN iterative deconvolution algorithm as a post-processing step. Consistent target localisation across all scenarios is confirmed by two-dimensional radar images obtained from cross-range scanning. The results demonstrate the feasibility of a low-cost bistatic radar platform for short-range sensing applications including security scanning, remote target localisation, and multi-target detection
Citation
Ankita Malhotra, Priyal Veera, Aryan Bhalkar, Rajiv Datta, Shubham Tayade, and Amit A. Deshmukh, "Bistatic Radar for Multi-Target Detection Using Microstrip Patch Antennas," Progress In Electromagnetics Research C, Vol. 173, 103-115, 2026.
doi:10.2528/PIERC26051202
References

1. Saeidi, Tale, Adam R. H. Alhawari, Abdulkarem H. M. Almawgani, Turki Alsuwian, Muhammad Ali Imran, and Qammer Abbasi, "High gain compact UWB antenna for ground penetrating radar detection and soil inspection," Sensors, Vol. 22, No. 14, 5183, Jul. 2022.
doi:10.3390/s22145183        Google Scholar

2. Acar, Yunus Emre, Ismail Saritas, and Ercan Yaldiz, "An S-band zero-IF SFCW through-the-wall radar for range, respiration rate, and DOA estimation," Measurement, Vol. 186, 110221, Dec. 2021.
doi:10.1016/j.measurement.2021.110221        Google Scholar

3. Kozlov, Roman, Konstantin Gavrilov, Timofey Shevgunov, and Vladimir Kirdyashkin, "Stepped-frequency continuous-wave signal processing method for human detection using radars for sensing rooms through the wall," Inventions, Vol. 7, No. 3, 79, Sep. 2022.
doi:10.3390/inventions7030079        Google Scholar

4. Kocur, Dušan, Mária Švecová, and Jana Rovňáková, "Through-the-wall localization of a moving target by two independent ultra wideband (UWB) radar systems," Sensors, Vol. 13, No. 9, 11969-11997, Sep. 2013.
doi:10.3390/s130911969        Google Scholar

5. Šipoš, Danijel and Dušan Gleich, "SFCW radar with an integrated static target echo cancellation system," Sensors, Vol. 21, No. 17, 5829, Aug. 2021.
doi:10.3390/s21175829        Google Scholar

6. Hu, Zhipeng, Zhaofa Zeng, Kun Wang, Weike Feng, Jianmin Zhang, Qi Lu, and Xiaoqian Kang, "Design and analysis of a UWB MIMO radar system with miniaturized Vivaldi antenna for through-wall imaging," Remote Sensing, Vol. 11, No. 16, 1867, Aug. 2019.
doi:10.3390/rs11161867        Google Scholar

7. Jia, Yong, Yong Guo, Chao Yan, Haoxuan Sheng, Guolong Cui, and Xiaoling Zhong, "Detection and localization for multiple stationary human targets based on cross-correlation of dual-station SFCW radars," Remote Sensing, Vol. 11, No. 12, 1428, Jun. 2019.
doi:10.3390/rs11121428        Google Scholar

8. Tahar, Ziani, Xavier Dérobert, and Malek Benslama, "An ultra-wideband modified Vivaldi antenna applied to through the ground and wall imaging," Progress In Electromagnetics Research C, Vol. 86, 111-122, 2018.
doi:10.2528/pierc18051502        Google Scholar

9. Li, Zhi, Tian Jin, Yongpeng Dai, and Yongkun Song, "Through-wall multi-subject localization and vital signs monitoring using UWB MIMO imaging radar," Remote Sensing, Vol. 13, No. 15, 2905, Jul. 2021.
doi:10.3390/rs13152905        Google Scholar

10. Rittiplang, Artit and Pattarapong Phasukkit, "1-Tx/5-Rx through-wall UWB switched-antenna-array radar for detecting stationary humans," Sensors, Vol. 20, No. 23, 6828, Nov. 2020.
doi:10.3390/s20236828        Google Scholar

11. Li, Xinhui, Shengbo Ye, Zihao Wang, Yubing Yuan, Xiaojun Liu, Guangyou Fang, and Deyun Ma, "A compact stepped frequency continuous waveform through-wall radar system based on dual-channel software-defined radio," Electronics, Vol. 14, No. 3, 527, Jan. 2025.
doi:10.3390/electronics14030527        Google Scholar

12. Prakasam, V., P. Sandeep, and K. R. Anudeep LaxmiKanth, "Design and analysis of rectangular microstrip patch antenna for 2.4 GHz wireless communication applications using CST microwave studio," Computer Networks and Inventive Communication Technologies, Vol. 58, 1113-1125, Springer, Singapore, 2021.
doi:10.1007/978-981-15-9647-6_89

13. Youssef, Amraoui, Imane Halkhams, Rachid El Alami, Mohammed Ouazzani Jamil, and Hassan Qjidaa, "Study and design of a microstrip patch antenna array for 2.4 GHz applications," International Conference on Digital Technologies and Applications, Vol. 668, 309-317, Springer, Cham, 2023.
doi:10.1007/978-3-031-29857-8_31

14. Kafedziski, Venceslav and Sinisha Pecov, "Implementation of a high resolution stepped frequency radar on a USRP," 2017 13th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), 236-239, Nis, Serbia, 2017.
doi:10.1109/TELSKS.2017.8246271

15. Ehrnsperger, Matthias G., Maximilian Noll, Uwe Siart, and Thomas F. Eibert, "Background and clutter removal techniques for ultra short range radar," 2020 17th European Radar Conference (EuRAD), 78-81, Utrecht, Netherlands, Jan. 2021.
doi:10.1109/EuRAD48048.2021.00031

16. Freedman, Avraham, Ranjan Bose, and Bernard D. Steinberg, "Techniques to improve the CLEAN deconvolution algorithm," Journal of the Franklin Institute, Vol. 332, No. 5, 535-553, Sep. 1995.
doi:10.1016/0016-0032(95)00079-8        Google Scholar

17. Bose, R., A. Freedman, and B. D. Steinberg, "Sequence CLEAN: A modified deconvolution technique for microwave images of contiguous targets," IEEE Transactions on Aerospace and Electronic Systems, Vol. 38, No. 1, 89-97, Jan. 2002.
doi:10.1109/7.993231        Google Scholar

18. Bose, Ranjan, "Lean CLEAN: Deconvolution algorithm for radar imaging of contiguous targets," IEEE Transactions on Aerospace and Electronic Systems, Vol. 47, No. 3, 2190-2199, Jul. 2011.
doi:10.1109/taes.2011.5937291        Google Scholar

19. Chen, Xingyu, Chen Yao, Guoqiang Zhao, and Hao Liu, "An improved CLEAN algorithm for multi-target detection in LFM pulse radar," IET International Radar Conference (IRC 2023), Vol. 2023, 1858-1863, Chongqing, China, Dec. 2023.
doi:10.1049/icp.2024.1367