International Journal of RF and Microwave Computer-Aided Engineering最新文献

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Study of Electromagnetic Radiation From High-Speed Train Voice and Data Antennae on the Health of Pacemaker Wearers 高速列车语音和数据天线的电磁辐射对心脏起搏器佩戴者健康的影响研究
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-10-24 DOI: 10.1155/2024/2690885
Rui Tian, Hao Wu, Mai Lu
{"title":"Study of Electromagnetic Radiation From High-Speed Train Voice and Data Antennae on the Health of Pacemaker Wearers","authors":"Rui Tian,&nbsp;Hao Wu,&nbsp;Mai Lu","doi":"10.1155/2024/2690885","DOIUrl":"https://doi.org/10.1155/2024/2690885","url":null,"abstract":"<p>In China, high-speed trains have become a major means of transportation for the masses. When the passengers wearing pacemakers travel on high-speed trains, electromagnetic environment in the carriage where the GSM-R voice and data antennae are located should be concerned. In this work, a real-size carriage monopole antennae simulating voice and data antennae as high-frequency radiation sources and wearing pacemaker passenger’ models were established to study the electromagnetic exposure of the passenger at different conditions. The results showed that when the passenger faced the voice antenna, he suffered much greater electromagnetic radiation than when his back in turned from it. The electric field strength, average SAR, and temperature rise of the heart when facing the antenna were 27.3 V/m, 0.0102 W/kg, and 0.0016°C, respectively. Meanwhile, the temperature rise of the pacemaker was 0.001°C. We also obtained the values of electromagnetic dose for the whole body. All data were below the limits of the ICNIRP guidelines. These results indicate that the electromagnetic fields generated by the GSM-R voice and data antennae do not harm the health of passengers wearing pacemaker.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/2690885","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142525018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Miniaturize Dual-Band Open-Loop Resonator-Based MIMO Antenna With Wide Bandwidth and High Gain 基于开环谐振器的宽带高增益微型化双频 MIMO 天线
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-10-16 DOI: 10.1155/2024/3858416
Ming-An Chung, Chia-Wei Lin, Chih-Wei Yang
{"title":"Miniaturize Dual-Band Open-Loop Resonator-Based MIMO Antenna With Wide Bandwidth and High Gain","authors":"Ming-An Chung,&nbsp;Chia-Wei Lin,&nbsp;Chih-Wei Yang","doi":"10.1155/2024/3858416","DOIUrl":"https://doi.org/10.1155/2024/3858416","url":null,"abstract":"<p>This paper proposes and analyzes a 2 × 2 multi-input multioutput antenna based on an open-loop resonator structure and an inverted L structure. The top layer of the antenna uses symmetric inverted hook-shaped and inverted L branches and is connected to the bottom layer of the dual-feed port and the ground plane using the VIAs, respectively. The open-loop resonator structure at the bottom of the antenna and the top layer of the branched circuit are resonated to provide wide-bandwidth and dual-frequency characteristics. The substrate uses FR4 with an area of 40 × 30 × 0.8 mm<sup>3</sup>. Although the two antenna feed ports are very close to each other, using via to connect the defective bottom ground structure and the top inverted L-shaped branch, the isolation still achieves an excellent performance of 15 dB. The antenna has multiband application characteristics, and the bands include 2.29–5.51, 6.14–10.26, 2.29–5.33, 5.19–6.64, and 6.78–10.16 GHz. In pattern and MIMO transmission efficiency measurement, the peak radiation efficiency is 89%, the peak gain is 8.5 dBi, and the ECC is less than 0.034. In the transmission efficiency measurement mode using 64-QAM, watching the error vector magnitude at 2.56 and 5.11 GHz, the demodulation effect is very good, and the respective throughput results are 100% and 79.2%. The broadband characteristics of the antenna have a variety of applications, and it is simulated at the specific absorption rate, which meets the standards set by the Federal Communications Commission and is very suitable for use in wearable devices. The antenna can be applied to the X-band, n77, n79, Sub-6 GHz, WiMax, DSRC, WiFi 6, WiFi 6E, WiFi 7, C-V2X, and C-band.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/3858416","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142443521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multifunctional Frequency-Selective Rasorber With Passband Stealth Performance 具有通带隐形性能的多功能选频干扰器
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-10-12 DOI: 10.1155/2024/3699905
Kun Liao, Zhiming Liu
{"title":"Multifunctional Frequency-Selective Rasorber With Passband Stealth Performance","authors":"Kun Liao,&nbsp;Zhiming Liu","doi":"10.1155/2024/3699905","DOIUrl":"https://doi.org/10.1155/2024/3699905","url":null,"abstract":"<p>A multifunctional frequency-selective rasorber (MFSR) with passband stealth performance by using PIN diodes is investigated, which is made up of two reconfigurable components (a lossy layer and transmissive polarization converter surface (lossless layer)). The proposed MFSR shows transmission in-band and absorption out-band at working state, but the transparent window is closed to achieve full-band stealth at nonworking state. Besides, the equivalent circuit model (ECM) is constructed to annotate the operating principle of the designed MFSR. The MFSR indicates a wide cross-polarized transmission window from 3.71 to 4.38 GHz between two absorption bands at working, meanwhile a broadband copolarized reflection band (<i>S</i><sub>11</sub> &lt; −10 dB) is accomplished in 1.78–5.50 GHz. At nonworking, an ultra-wideband stealth band is realized in 1.81–7.0 GHz when the absorptivity is over 80%, which has a 117.8% fractional bandwidth (FBW). In addition, the MFSR has a stable oblique incident characteristic (up to 25°). Finally, the sample of the MFSR is manufactured and experimented to demonstrate the availability of this design.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/3699905","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142429922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Frequency Domain UWB Channel Characterization and Modeling in Indoor Static Environment 室内静态环境中的频域 UWB 信道特性分析与建模
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-10-01 DOI: 10.1155/2024/3742665
Joydeep Pal, Bhaskar Gupta
{"title":"Frequency Domain UWB Channel Characterization and Modeling in Indoor Static Environment","authors":"Joydeep Pal,&nbsp;Bhaskar Gupta","doi":"10.1155/2024/3742665","DOIUrl":"https://doi.org/10.1155/2024/3742665","url":null,"abstract":"<p>In this article, distance and frequency-dependent indoor wireless channel characterization and modeling are presented in C, X, and Ku bands at the line of sight (LOS) and nonline of sight (nLOS) scenarios. Complex frequency responses of the indoor radio channel are measured using the frequency-domain approach. The terminal and measurement setup dependencies of the propagation channel are deconvoluted using closed-form expressions devised from a two-port network model approach of the antenna transreceiver system. Subsequently, terminal independent frequency-domain channel transfer functions (CTFs) and time-domain channel impulse responses (CIRs) are derived for accurate statistical analysis of large- and small-scale fading parameters of the propagation channel. A distance-dependent statistical pathloss model is proposed. Successively, a frequency domain channel model using the fifth-order autoregressive process is proposed. Subsequently, the existence of the multiple clusters in the environment is analyzed by the poles of the transfer functions of the model. Models are validated in both time and frequency domains by comparing the computer-simulated synthetic model data with the empirical channel responses. The measurement data and the model data are seen to be in good agreement.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/3742665","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142428944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A 10 × 10 MIMO Multiband Broadband Planar Antenna for Multiband Applications 用于多频带应用的 10 × 10 MIMO 多频带宽平面天线
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-10-01 DOI: 10.1155/2024/4839224
Ming-An Chung, Chia-Wei Lin, Ing-Peng Meiy
{"title":"A 10 × 10 MIMO Multiband Broadband Planar Antenna for Multiband Applications","authors":"Ming-An Chung,&nbsp;Chia-Wei Lin,&nbsp;Ing-Peng Meiy","doi":"10.1155/2024/4839224","DOIUrl":"https://doi.org/10.1155/2024/4839224","url":null,"abstract":"<p>This paper proposes a 10 × 10 MIMO multiband broadband planar antenna for tablets or laptops. The designed antennas cover a large number of the popular sub-6-GHz application bands, such as 0.617–0.96, 2.1–2.7, 3.5–4.5, and 6.1–7.2 GHz for public safety communications, radio systems, Bluetooth, Wi-Fi, and satellite communications. The proposed antenna is designed with grounded branches, which can generate a wide bandwidth and cover most of the sub-6-GHz application band by coupling between branches of different lengths and antennas. MIMO antennas have been measured to have an envelope correlation coefficient of less than 0.7 and have met the standards set by international organizations for human radiation absorption simulations. The proposed antenna validates the unique 10 × 10 MIMO antenna structure and feasibility. Multiple operable frequency bands are realized, and the radiation effect of the antenna on the human body is analyzed if it complies with international market standards. The proposed antenna design is well suited for multiband and broadband requirements.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/4839224","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142428943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Low-Cost Low-Loss Tunable Dual-Band Filter Using Coupled Lines With Variable Coupling Coefficients 使用耦合系数可变的耦合线的低成本低损耗可调双频滤波器
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-09-26 DOI: 10.1155/2024/5668593
Wang Qunliang, Jiang Yanfeng, Wang Yanxiong
{"title":"Low-Cost Low-Loss Tunable Dual-Band Filter Using Coupled Lines With Variable Coupling Coefficients","authors":"Wang Qunliang,&nbsp;Jiang Yanfeng,&nbsp;Wang Yanxiong","doi":"10.1155/2024/5668593","DOIUrl":"https://doi.org/10.1155/2024/5668593","url":null,"abstract":"<p>A novel low-loss tunable filter using its own coupled lines is proposed in the paper. The filter is based on a substrate-integrated suspended line (SISL) structure with two inner layers, fabricated on a low-cost FR4 substrate. The suspension line and the cavity are completely covered by copper. In the novel structure, the coupled line can be tuned and has a variable coupling coefficient. The performance of the dual-band filter can be flexibly tuned by using the coupled lines. The passband widths can be tuned independently with the range from 0.31 to 0.92 GHz. The center frequencies of the passbands can also be tuned independently, with the tuning range of 1.1 GHz. A low insertion loss of less than 0.54 dB is shown in the proposed filter. The proposed filter shows potential application in future tunable microwave circuit.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/5668593","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142324685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Ultrathin Multiband Chiral Metasurface for Transmission and Asymmetric Absorption of Electromagnetic Waves 用于电磁波传输和非对称吸收的超薄多波段手性元表面
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-09-19 DOI: 10.1155/2024/2326362
Sayan Sarkar, Bhaskar Gupta
{"title":"An Ultrathin Multiband Chiral Metasurface for Transmission and Asymmetric Absorption of Electromagnetic Waves","authors":"Sayan Sarkar,&nbsp;Bhaskar Gupta","doi":"10.1155/2024/2326362","DOIUrl":"https://doi.org/10.1155/2024/2326362","url":null,"abstract":"<p>This article presents an ultrathin chiral metasurface which can exhibit multiband asymmetric absorption as well as symmetric transmission in a specific frequency band outside the absorption regions. Unlike most electromagnetic metasurface absorbers, the proposed structure does not have a continuous conducting sheet at the bottom which also allows it to act as a bandpass spatial filter. The metasurface has a substrate thickness of only <i>λ</i><sub>high</sub>/62.5 and <i>λ</i><sub>low</sub>/34 at the highest and lowest operational free-space wavelengths, respectively. The transmission band is centered at 5.5 GHz, and the asymmetric absorption bands are centered at 3, 3.33, and 4.5 GHz, respectively. The operational bands can be tuned as per user requirements. The metasurface has an angular stability of 45° for both TE and TM incidence. It can be used for radar cross-section (RCS) reduction, electromagnetic shielding, and as a spatial bandpass filter.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/2326362","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resistor-Loaded Wideband Polarization Independent Absorber Using Tightly Coupled Dipole Structure 使用紧密耦合偶极子结构的电阻器负载型宽带偏振无关吸收器
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-09-05 DOI: 10.1155/2024/5321173
Jian Peng, Chao Li, Fei Cheng, Li Wu, Wei-wei Xu, Zhi-jie Liu
{"title":"Resistor-Loaded Wideband Polarization Independent Absorber Using Tightly Coupled Dipole Structure","authors":"Jian Peng,&nbsp;Chao Li,&nbsp;Fei Cheng,&nbsp;Li Wu,&nbsp;Wei-wei Xu,&nbsp;Zhi-jie Liu","doi":"10.1155/2024/5321173","DOIUrl":"https://doi.org/10.1155/2024/5321173","url":null,"abstract":"<p>This article presents a resistor-loaded wideband absorber using a tightly coupled dipole structure. The conversional inherit wide bandwidth tightly coupled dipole which was used as an antenna is adopted as a unit cell. The port of the dipole is loaded with resistors to dissipate the microwave energy. The design principles of the absorber are given. An equivalent circuit model composed of an RLC resonant circuit is proposed to analyze the performance of the absorber. To demonstrate, a 288 mm × 288 mm absorber ranging from 1.96 to 8.08 GHz is fabricated and measured. The measured results agree well with the simulated ones which show that the absorber can work from 2 to 8.18 GHz with an absorption rate of more than 90%. Moreover, the proposed absorber is also insensitive to the polarization angle of the incident wave. When the incident angle changes from 0° to 45°, the absorption rate is nearly unchanged over the operating band.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/5321173","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142152342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Millimeter-Wave Radar Interference Suppression Method Based on VMD and VI-CFAR Algorithms 基于 VMD 和 VI-CFAR 算法的新型毫米波雷达干扰抑制方法
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-08-30 DOI: 10.1155/2024/2305711
Chao Lv, Xun Huang, Guozheng Li, Dongqi Liu
{"title":"A Novel Millimeter-Wave Radar Interference Suppression Method Based on VMD and VI-CFAR Algorithms","authors":"Chao Lv,&nbsp;Xun Huang,&nbsp;Guozheng Li,&nbsp;Dongqi Liu","doi":"10.1155/2024/2305711","DOIUrl":"https://doi.org/10.1155/2024/2305711","url":null,"abstract":"<p>With the increasing use of millimeter-wave radar in automobiles, mutual interference between vehicle-mounted millimeter-wave radar systems is becoming increasingly serious. Mutual interference between vehicle-mounted millimeter-wave radars significantly reduces the accuracy of target parameter estimation and the reliability of target detection. In view of this, this study proposes an interference suppression method that combines the Variational Mode Decomposition (VMD) algorithm and Variation Index Constant False Alarm Rate (VI-CFAR). First, the method performs adaptive decomposition of the intermediate frequency (IF) signals of an interfered vehicle-mounted millimeter-wave radar by VMD in order to obtain several different intrinsic modal functions (IMFs). Then, the relevant IMFs containing target information are identified based on the spectrograms of each IMF, followed by signal reconstruction of the relevant IMFs using VI-CFAR. Finally, the relevant IMFs are superimposed to complete the signal reconstruction. In the case of simultaneous interference by several different interference radars, the results of simulation experiments show that the method can improve the Signal-to-Interference Ratio (SIR) of the target and increase the detection of the interfered target to a greater extent than the Adaptive Noise Cancellation (ANC), Empirical Modal Decomposition (EMD), and Iterative Zeroing methods. According to the SIR results of the simulation experiments, it can be seen that under the static interference of several slightly weak interference sources, the SIR of each target is improved by 8.1, 8.1, 5.8, and 7.9 dB, respectively, after suppressing the interference by the method, whereas in the dynamic cases of simultaneous interference of several strong interference sources and detection of several weak targets, the SIR of each target is improved by 4.6, 2.2, 7.9, and 6.8 dB, respectively. Therefore, the method has some performance advantages.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/2305711","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142100419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Knowledge-Based Methodology of CPW-Fed Open Stub Loaded C-Shaped Microstrip Antenna by Surrogate-Based Modeling 基于知识的 CPW-Fed 开路存根负载 C 形微带天线代理建模方法
IF 0.9 4区 工程技术
International Journal of RF and Microwave Computer-Aided Engineering Pub Date : 2024-08-20 DOI: 10.1155/2024/6247693
Cem Gocen, Ismail Akdag, Tarlan Mahouti, Mehmet A. Belen, Merih Palandöken, Peyman Mahouti
{"title":"Knowledge-Based Methodology of CPW-Fed Open Stub Loaded C-Shaped Microstrip Antenna by Surrogate-Based Modeling","authors":"Cem Gocen,&nbsp;Ismail Akdag,&nbsp;Tarlan Mahouti,&nbsp;Mehmet A. Belen,&nbsp;Merih Palandöken,&nbsp;Peyman Mahouti","doi":"10.1155/2024/6247693","DOIUrl":"https://doi.org/10.1155/2024/6247693","url":null,"abstract":"<p>Antenna systems with more complicated geometries have been created as a result of evolving technology and rising performance standards in the industry. The geometric complexity of modern antennas makes it difficult for circuit theory tools or parametric studies to produce adequate findings, making it difficult for designers to create the designs they want. Even though full-wave electromagnetic (EM) modeling tools are widely utilized today, they are computationally expensive for local optimization alone. In order to speed up the stages of the simulation-based design of high-performance systems, many strategies have been devised to solve and/or minimize this challenge. Thanks to their adaptability, affordable computing costs, and widespread usage, surrogate-based models have grown to be a well-known branch. Herein, an innovative knowledge-based methodology for building a coplanar waveguide (CPW)-fed antenna using surrogate models is presented. In this work, a knowledge-based methodology using surrogate modeling is applied as an advanced approach that combines domain-specific knowledge with surrogate models to optimize the performance of a microwave antenna in a computationally efficient manner. For this aim, firstly, a 3D-EM simulator is deployed to generate a dataset for a deep learning-based surrogate model. When compared to the conventional optimization approach using direct deployment of EM simulators which is around 47.2 h, the proposed surrogate model approach has an average cost reduction of over 50% which corresponds to a total computational time of 24.3 h. The collected results are compared to performance metrics for prototype antenna designs as well as simulated outcomes from EM simulators and counterpart works from the literature.</p>","PeriodicalId":54944,"journal":{"name":"International Journal of RF and Microwave Computer-Aided Engineering","volume":"2024 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/6247693","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142021720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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