Pub Date : 2024-05-09DOI: 10.1007/s10825-024-02168-3
Peng Wei, Jiabin Deng, Wei Zhang, Jian Qin
This article proposes a parameter extraction method suitable for Si substrate based GaN HEMT small signal equivalent circuit models. The proposed method is based on a swarm intelligence optimization algorithm, which improves efficiency and accuracy by introducing a slope penalty factor (SPF) method for the objective function, rather than simply minimizing the error between simulation and measurement. By using PSO, WOA, and PNC-WOA for validation, we have demonstrated the advantages of the SPF method in extracting small signal parameters using swarm intelligence optimization algorithms. It is suitable for complex small-signal models that can describe the GaN HEMT-on-Si substrates, even if working up to 40 GHz.
本文提出了一种适用于基于硅衬底的 GaN HEMT 小信号等效电路模型的参数提取方法。该方法基于群智能优化算法,通过为目标函数引入斜率惩罚因子 (SPF) 方法,而不是简单地最小化模拟和测量之间的误差,提高了效率和准确性。通过使用 PSO、WOA 和 PNC-WOA 进行验证,我们证明了 SPF 方法在使用群智能优化算法提取小信号参数方面的优势。它适用于复杂的小信号模型,可以描述硅基 GaN HEMT,即使工作频率高达 40 GHz。
{"title":"Hybrid small-signal model parameter extraction for GaN HEMT-on-Si Substrates based on the SPF method","authors":"Peng Wei, Jiabin Deng, Wei Zhang, Jian Qin","doi":"10.1007/s10825-024-02168-3","DOIUrl":"https://doi.org/10.1007/s10825-024-02168-3","url":null,"abstract":"<p>This article proposes a parameter extraction method suitable for Si substrate based GaN HEMT small signal equivalent circuit models. The proposed method is based on a swarm intelligence optimization algorithm, which improves efficiency and accuracy by introducing a slope penalty factor (SPF) method for the objective function, rather than simply minimizing the error between simulation and measurement. By using PSO, WOA, and PNC-WOA for validation, we have demonstrated the advantages of the SPF method in extracting small signal parameters using swarm intelligence optimization algorithms. It is suitable for complex small-signal models that can describe the GaN HEMT-on-Si substrates, even if working up to 40 GHz.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140936802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-02DOI: 10.1007/s10825-024-02159-4
Biswajit Mandal, Partha Sarathee Bhowmik
This paper presents two equivalent electrical circuit models of a dye-sensitized solar (DSS) module (150B-3 390). The module, which uses a third-generation solar cell, has several advantages over the earlier two generations. The equivalent model increases the research opportunities on solar cell technology development even without an existing solar plant. The paper highlights the development of an equivalent model of the module with the proposed method, as no such model is currently available to carry out further research with the module. The single-diode model (SDM) is a widely utilized simple approach that describes solar cell behavior very well. Model I in the paper is developed using only the SDM approach. It consists of a few unknown parameters estimated with the Gauss–Seidel method. The results from Model I show that the model requires certain improvements, due to the fundamental differences in the characteristic curves between conventional solar cells and DSS cells. The proposed model can more precisely describe the behavior of the module. Gauss–Seidel, curve fitting, and theoretical methods were used to develop the proposed model. It describes the irradiance effect of the module by introducing two newly developed parameters to Model I. The proposed model, with the theoretically modified characteristic equation of Model I, illustrates the temperature effect. The experimental work for the modeling is carried out on the DSS module inside a laboratory environment with standard test conditions. A Raspberry Pi 4 B with sensing devices is used to extract the measurable parameters from the module. Both models are based on an SDM design approach. Characteristic curves of the module from measured data validate the output characteristics of both models at various irradiance and temperature values. The results confirm the superiority of the proposed model over Model I.
本文介绍了染料敏化太阳能(DSS)模块(150B-3 390)的两个等效电路模型。该模块采用第三代太阳能电池,与前两代相比具有多项优势。即使没有现有的太阳能发电厂,等效模型也能增加太阳能电池技术开发的研究机会。本文重点介绍了利用所提议的方法开发该模块等效模型的情况,因为目前还没有此类模型可用于对该模块进行进一步研究。单二极管模型(SDM)是一种广泛使用的简单方法,能很好地描述太阳能电池的行为。本文中的模型 I 仅使用 SDM 方法开发。它由几个用高斯-赛德尔法估算的未知参数组成。模型 I 的结果表明,由于传统太阳能电池和 DSS 电池的特性曲线存在本质区别,因此需要对模型进行一定的改进。建议的模型可以更精确地描述模块的行为。高斯-赛德尔法、曲线拟合法和理论法被用于建立拟议模型。通过在模型 I 中引入两个新开发的参数,该模型描述了模块的辐照度效应。建模的实验工作是在标准测试条件下的实验室环境中对 DSS 模块进行的。使用带有传感设备的 Raspberry Pi 4 B 从模块中提取可测量参数。两个模型都基于 SDM 设计方法。通过测量数据得出的模块特性曲线验证了两种模型在不同辐照度和温度值下的输出特性。结果证实了拟议模型优于模型 I。
{"title":"Mathematical improvisation of electrical equivalent circuit model for commercial dye-sensitized solar module with Gauss–Seidel, curve fit and theoretical approach","authors":"Biswajit Mandal, Partha Sarathee Bhowmik","doi":"10.1007/s10825-024-02159-4","DOIUrl":"https://doi.org/10.1007/s10825-024-02159-4","url":null,"abstract":"<p>This paper presents two equivalent electrical circuit models of a dye-sensitized solar (DSS) module (150B-3 390). The module, which uses a third-generation solar cell, has several advantages over the earlier two generations. The equivalent model increases the research opportunities on solar cell technology development even without an existing solar plant. The paper highlights the development of an equivalent model of the module with the proposed method, as no such model is currently available to carry out further research with the module. The single-diode model (SDM) is a widely utilized simple approach that describes solar cell behavior very well. Model I in the paper is developed using only the SDM approach. It consists of a few unknown parameters estimated with the Gauss–Seidel method. The results from Model I show that the model requires certain improvements, due to the fundamental differences in the characteristic curves between conventional solar cells and DSS cells. The proposed model can more precisely describe the behavior of the module. Gauss–Seidel, curve fitting, and theoretical methods were used to develop the proposed model. It describes the irradiance effect of the module by introducing two newly developed parameters to Model I. The proposed model, with the theoretically modified characteristic equation of Model I, illustrates the temperature effect. The experimental work for the modeling is carried out on the DSS module inside a laboratory environment with standard test conditions. A Raspberry Pi 4 B with sensing devices is used to extract the measurable parameters from the module. Both models are based on an SDM design approach. Characteristic curves of the module from measured data validate the output characteristics of both models at various irradiance and temperature values. The results confirm the superiority of the proposed model over Model I.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140834144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-29DOI: 10.1007/s10825-024-02165-6
Dongfeng Liu
The relaxation dynamics of photoexcited carriers of CdTe is vital toward its applications in high-performance optoelectrical devices. In this paper, the dependences of transient drift velocities of photoexcited electrons in bulk CdTe on photoexcitation conditions such as the pump intensity and photoexcitation wavelengths, temperature and externally applied electric field, are systematically investigated by the ensemble Monte Carlo method (EMC). The main scattering mechanisms including nonelastic deformation potential acoustic phonon, deformation potential optical phonon scattering, ionized impurity (II) scattering, and polar optical phonon scattering events, the effects of nonequilibrium phonons, and the Pauli exclusion principle are considered in EMC. The velocity overshoot phenomenon is only found to arise at a low temperature (100 K), with a longer photoexcitation wavelength (640 nm) and under a higher electric field (> 50 kV/cm). The effect of nonequilibrium phonons on electron drift velocity is found to be dependent on the photoexcited carrier density. Our findings may be useful for designing novel CdTe-based optoelectronic devices, which employ nonequilibrium photoexcited carriers to improve the performance.
碲化镉光激发载流子的弛豫动力学对其在高性能光电器件中的应用至关重要。本文采用集合蒙特卡洛法(EMC)系统地研究了体碲化镉中光激发电子的瞬态漂移速度与光激发条件(如泵浦强度、光激发波长、温度和外加电场)的关系。EMC 考虑了主要的散射机制,包括非弹性形变势声子、形变势光声子散射、电离杂质 (II) 散射和极性光声子散射事件、非平衡声子的影响以及保利排除原理。只有在低温(100 K)、较长的光激发波长(640 nm)和较高的电场(50 kV/cm)条件下,才会出现速度过冲现象。非平衡声子对电子漂移速度的影响取决于光激发载流子密度。我们的发现可能有助于设计新型碲镉基光电器件,利用非平衡光激发载流子提高器件性能。
{"title":"Transient drift velocity of photoexcited electrons in CdTe","authors":"Dongfeng Liu","doi":"10.1007/s10825-024-02165-6","DOIUrl":"https://doi.org/10.1007/s10825-024-02165-6","url":null,"abstract":"<p>The relaxation dynamics of photoexcited carriers of CdTe is vital toward its applications in high-performance optoelectrical devices. In this paper, the dependences of transient drift velocities of photoexcited electrons in bulk CdTe on photoexcitation conditions such as the pump intensity and photoexcitation wavelengths, temperature and externally applied electric field, are systematically investigated by the ensemble Monte Carlo method (EMC). The main scattering mechanisms including nonelastic deformation potential acoustic phonon, deformation potential optical phonon scattering, ionized impurity (II) scattering, and polar optical phonon scattering events, the effects of nonequilibrium phonons, and the Pauli exclusion principle are considered in EMC. The velocity overshoot phenomenon is only found to arise at a low temperature (100 K), with a longer photoexcitation wavelength (640 nm) and under a higher electric field (> 50 kV/cm). The effect of nonequilibrium phonons on electron drift velocity is found to be dependent on the photoexcited carrier density. Our findings may be useful for designing novel CdTe-based optoelectronic devices, which employ nonequilibrium photoexcited carriers to improve the performance.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140811835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-25DOI: 10.1007/s10825-024-02166-5
Muhammad Riaz, Bakhat Ali, Syed Mansoor Ali, M. Ijaz Khan, M. S. U. Sahar, Mubeen Shahid, Manawwer Alam
{"title":"Stress-induced transformation on the cubic perovskite RbTaO3 for high-temperature applications: a DFT approach","authors":"Muhammad Riaz, Bakhat Ali, Syed Mansoor Ali, M. Ijaz Khan, M. S. U. Sahar, Mubeen Shahid, Manawwer Alam","doi":"10.1007/s10825-024-02166-5","DOIUrl":"https://doi.org/10.1007/s10825-024-02166-5","url":null,"abstract":"","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140658471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-22DOI: 10.1007/s10825-024-02161-w
Ibrar Ali Shah, Muhammad Imran, Niaz Ahmad Niaz, Fayyaz Hussain, Umbreen Rasheed, Manawwer Alam, Syed Mansoor Ali, R. M. A. Khalil, Muhammad Shoaib
The non-toxic nature, low cost, and excellent optical properties make oxide-based perovskites potential candidates for solar cell applications. The full potential linearized augmented plane wave approach is applied to explore the structural, electronic, optical, and thermoelectric properties of Ba2XTiO6 (X = Hf, Ce, and Te) for solar cell applications. As demonstrated by an elastic study, Ba2HfTiO6 is brittle, while Ba2CeTiO6 and Ba2TeTiO6 are ductile. The anisotropic values of Ba2HfTiO6, Ba2CeTiO6 and Ba2TeTiO6 are 1.14, 0.67 and 0.80 respectively. The electronic bandgap values of Ba2HfTiO6, Ba2CeTiO6, and Ba2TeTiO6 are computed as 3.44 eV, 2.96 eV, and 1.26 eV using the Tran-Blaha-modified Becke–Johnson approach. Moreover, the bandgap of Ba2TeTiO6 is compatible for solar cell applications. Optical investigation demonstrates that Ba2TeTiO6 shows maximum absorption in visible light among the studied perovskites. Lastly, the transport properties exhibit figure of merit values of 0.73, 0.77 and 0.81 for Ba2HfTiO6, Ba2CeTiO6, and Ba2TeTiO6 respectively. Consequently, with the bandgap falling in the visible region and high figure of merit among the studied perovskites, Ba2TeTiO6 emerges as the most suitable candidate for solar cell applications based on its electronic, optical, and thermoelectric properties.
{"title":"Correction: Revealing structural, elastic, optoelectronic and thermoelectric properties of lead-free Ba2XTiO6 (X = Hf, Ce, Te) double perovskite for solar cells applications","authors":"Ibrar Ali Shah, Muhammad Imran, Niaz Ahmad Niaz, Fayyaz Hussain, Umbreen Rasheed, Manawwer Alam, Syed Mansoor Ali, R. M. A. Khalil, Muhammad Shoaib","doi":"10.1007/s10825-024-02161-w","DOIUrl":"https://doi.org/10.1007/s10825-024-02161-w","url":null,"abstract":"<p>The non-toxic nature, low cost, and excellent optical properties make oxide-based perovskites potential candidates for solar cell applications. The full potential linearized augmented plane wave approach is applied to explore the structural, electronic, optical, and thermoelectric properties of Ba<sub>2</sub>XTiO<sub>6</sub> (X = Hf, Ce, and Te) for solar cell applications. As demonstrated by an elastic study, Ba<sub>2</sub>HfTiO<sub>6</sub> is brittle, while Ba<sub>2</sub>CeTiO<sub>6</sub> and Ba<sub>2</sub>TeTiO<sub>6</sub> are ductile. The anisotropic values of Ba<sub>2</sub>HfTiO<sub>6</sub>, Ba<sub>2</sub>CeTiO<sub>6</sub> and Ba<sub>2</sub>TeTiO<sub>6</sub> are 1.14, 0.67 and 0.80 respectively. The electronic bandgap values of Ba<sub>2</sub>HfTiO<sub>6</sub>, Ba<sub>2</sub>CeTiO<sub>6</sub>, and Ba<sub>2</sub>TeTiO<sub>6</sub> are computed as 3.44 eV, 2.96 eV, and 1.26 eV using the Tran-Blaha-modified Becke–Johnson approach. Moreover, the bandgap of Ba<sub>2</sub>TeTiO<sub>6</sub> is compatible for solar cell applications. Optical investigation demonstrates that Ba<sub>2</sub>TeTiO<sub>6</sub> shows maximum absorption in visible light among the studied perovskites. Lastly, the transport properties exhibit figure of merit values of 0.73, 0.77 and 0.81 for Ba<sub>2</sub>HfTiO<sub>6</sub>, Ba<sub>2</sub>CeTiO<sub>6</sub>, and Ba<sub>2</sub>TeTiO<sub>6</sub> respectively. Consequently, with the bandgap falling in the visible region and high figure of merit among the studied perovskites, Ba<sub>2</sub>TeTiO<sub>6</sub> emerges as the most suitable candidate for solar cell applications based on its electronic, optical, and thermoelectric properties.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140805782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-16DOI: 10.1007/s10825-024-02163-8
Seyed Amir Hossein Nekuee
This paper explores the utilization of matched coordinates for the comprehensive analysis of self-assembled cylinders, specifically focusing on a crossed grating with circular cross section within a hexagonal lattice. By incorporating the matched coordinate technique into the Fourier modal method (FMM), the paper addresses the limitations associated with staircase approximations when solving Maxwell’s equations in a curvilinear coordinate system. The study demonstrates that the proposed transformation significantly enhances the efficiency and speed of FMM, particularly in extracting optical characteristics such as reflection and transmission coefficients. Through a comparative analysis of a hexagonal lattice comprising air-suspended cylindrical resonators with a dielectric constant of 2, the proposed technique is shown to achieve comparable accuracy while utilizing only (40%) of the harmonics required by conventional methods. As a result, this approach offers substantial computational cost reductions of up to an order of magnitude.
{"title":"Matched coordinate technique in the analysis of self-assembled cylinders","authors":"Seyed Amir Hossein Nekuee","doi":"10.1007/s10825-024-02163-8","DOIUrl":"https://doi.org/10.1007/s10825-024-02163-8","url":null,"abstract":"<p>This paper explores the utilization of matched coordinates for the comprehensive analysis of self-assembled cylinders, specifically focusing on a crossed grating with circular cross section within a hexagonal lattice. By incorporating the matched coordinate technique into the Fourier modal method (FMM), the paper addresses the limitations associated with staircase approximations when solving Maxwell’s equations in a curvilinear coordinate system. The study demonstrates that the proposed transformation significantly enhances the efficiency and speed of FMM, particularly in extracting optical characteristics such as reflection and transmission coefficients. Through a comparative analysis of a hexagonal lattice comprising air-suspended cylindrical resonators with a dielectric constant of 2, the proposed technique is shown to achieve comparable accuracy while utilizing only <span>(40%)</span> of the harmonics required by conventional methods. As a result, this approach offers substantial computational cost reductions of up to an order of magnitude.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140578273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-15DOI: 10.1007/s10825-024-02148-7
Sanjay, Vibhor Kumar, Anil Vohra
Moore’s law, along with the International Roadmap for Devices and Systems, continues to guide the scaling of devices below 10 nm. The challenges posed by such small-dimensioned devices form the basis of the present work. A junctionless MOSFET with a triple-metal gate structure is proposed as an alternative to conventional single-gate bulk MOSFETs for future CMOS technology. The present work investigated the direct current and analog/radio frequency characteristics including the drain current (({I}_{{text{D}}})), transconductance ({(g}_{m})), transconductance generation factor (TGF), cut-off frequency ({(f}_{T})), frequency–transconductance product (FTP), transit time ((tau ),) and the total resistance of the source region, drain region, and channel ({(R}_{{text{SD}}+{text{CH}}})) for triple-metal (TM) inversion-mode (IM) and junctionless (JL) cylindrical gate-all-around (CGAA) silicon nanowire (SiNW) MOSFETs with 3-nm gate length using the Silvaco ATLAS 3D TCAD tool. The non-equilibrium Green’s function and the self-consistent solution of the Schrödinger and Poisson equations were considered. The channel was taken to be lightly doped in the case of the IM TM CGAA SiNW device. The effect of the TM gate work function engineering for a SiNW channel with a diameter of 3 nm and gate oxide (({{{text{Al}}}_{2}{text{O}}}_{3})) thickness of 0.8 nm was investigated with respect to ({I}_{D}),({ g}_{m}), TGF, ({f}_{T}), (tau), FTP, and ({R}_{{text{SD}}+{text{CH}}}), and a comparative study between the IM TM and JL TM CGAA SiNW devices was carried out with respect to these parameters. For the JL device, optimization of the doping concentration was performed to obtain the same (i) ION current and (ii) threshold voltage (VTH) as the IM device. An 8.61- and 5.72-fold reduction in IOFF was seen for the same ION and VTH for the JL versus the IM device. It was found that the TM gate variation led to a reduction in drain-induced barrier lowering (DIBL) in the IM and JL devices. The JL SiNW showed much lower DIBL of ~39.49 mV/V, a near-ideal subthreshold slope (SS) of ~60 mV/dec, and higher ({{text{I}}}_{{text{ON}}}/{{text{I}}}_{{text{OFF}}}) current ratio of ~2.98 × 1012. which is much better than the values reported in the literature for CGAA devices. Also, the JL SiNW device was found to perform better than the IM SiNW device in terms of SS, DIBL, ({{text{I}}}_{{text{ON}}}/{{text{I}}}_{{text{OFF}}}), ({g}_{m},) TGF, fT, (tau), FTP, and ({R}_{{text{SD}}+{text{CH}}}).
{"title":"Triple-metal gate work function engineering to improve the performance of junctionless cylindrical gate-all-around Si nanowire MOSFETs for the upcoming sub-3-nm technology node","authors":"Sanjay, Vibhor Kumar, Anil Vohra","doi":"10.1007/s10825-024-02148-7","DOIUrl":"https://doi.org/10.1007/s10825-024-02148-7","url":null,"abstract":"<p>Moore’s law, along with the International Roadmap for Devices and Systems, continues to guide the scaling of devices below 10 nm. The challenges posed by such small-dimensioned devices form the basis of the present work. A junctionless MOSFET with a triple-metal gate structure is proposed as an alternative to conventional single-gate bulk MOSFETs for future CMOS technology. The present work investigated the direct current and analog/radio frequency characteristics including the drain current <span>(({I}_{{text{D}}})</span>), transconductance <span>({(g}_{m}))</span>, transconductance generation factor (TGF), cut-off frequency <span>({(f}_{T}))</span>, frequency–transconductance product (FTP), transit time <span>((tau ),)</span> and the total resistance of the source region, drain region, and channel <span>({(R}_{{text{SD}}+{text{CH}}}))</span> for triple-metal (TM) inversion-mode (IM) and junctionless (JL) cylindrical gate-all-around (CGAA) silicon nanowire (SiNW) MOSFETs with 3-nm gate length using the Silvaco ATLAS 3D TCAD tool. The non-equilibrium Green’s function and the self-consistent solution of the Schrödinger and Poisson equations were considered. The channel was taken to be lightly doped in the case of the IM TM CGAA SiNW device. The effect of the TM gate work function engineering for a SiNW channel with a diameter of 3 nm and gate oxide <span>(({{{text{Al}}}_{2}{text{O}}}_{3}))</span> thickness of 0.8 nm was investigated with respect to <span>({I}_{D})</span>,<span>({ g}_{m})</span>, TGF, <span>({f}_{T})</span>, <span>(tau)</span>, FTP, and <span>({R}_{{text{SD}}+{text{CH}}})</span>, and a comparative study between the IM TM and JL TM CGAA SiNW devices was carried out with respect to these parameters. For the JL device, optimization of the doping concentration was performed to obtain the same (i) <i>I</i><sub>ON</sub> current and (ii) threshold voltage (<i>V</i><sub>TH</sub>) as the IM device. An 8.61- and 5.72-fold reduction in <i>I</i><sub>OFF</sub> was seen for the same <i>I</i><sub>ON</sub> and <i>V</i><sub>TH</sub> for the JL versus the IM device. It was found that the TM gate variation led to a reduction in drain-induced barrier lowering (DIBL) in the IM and JL devices. The JL SiNW showed much lower DIBL of ~39.49 mV/V, a near-ideal subthreshold slope (SS) of ~60 mV/dec, and higher <span>({{text{I}}}_{{text{ON}}}/{{text{I}}}_{{text{OFF}}})</span> current ratio of ~2.98 × 10<sup>12</sup>. which is much better than the values reported in the literature for CGAA devices. Also, the JL SiNW device was found to perform better than the IM SiNW device in terms of SS, DIBL, <span>({{text{I}}}_{{text{ON}}}/{{text{I}}}_{{text{OFF}}})</span>, <span>({g}_{m},)</span> TGF, <i>f</i><sub><i>T</i></sub>, <span>(tau)</span>, FTP, and <span>({R}_{{text{SD}}+{text{CH}}})</span>.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140578272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-14DOI: 10.1007/s10825-024-02154-9
A. B. Gurulakshmi, G. Rajesh, B. Saroja, T. Jackulin
Due to the growing need for higher speed data, the 5G terrestrial heterogeneous wireless network deployments are expected to happen quickly throughout the world in the next decade. In such type of networks, mm-wave small-cells overlapped the sub-6 GHz macro-cells being used to serve to population-rich areas. Subsequently, many problems appear with the antenna design technologies. The presented antenna is functioning at a frequency range from 24.8 to 31.6 GHz, with a 24% bandwidth and 8.5 dB peak gain at 27 GHz. It encompasses the complete 28 GHz frequency band utilized through 5G applications. Consequently, fifth-generation communication systems are best suited for it. The proposed Hamiltonian deep neural network optimized with pelican Optimization Algorithm-fostered Substrate-Integrated Waveguide Antenna Design for 5G (SIW-HDNN-POA-5G) is implemented, and performance of proposed technique is estimated based on several metrics, including resonant frequency (GHz), reflection coefficient (S11 in dB), mean absolute error (MAE), and root mean square error (RMSE). The proposed SIW-HDNN-POA-5G method provides 24.36%, 33.55% and 44.22% higher gain and 43.21%, 38.87% and 25.65% lesser mean absolute error comparing to the existing designs, like Design of Zero Clearance SIW End fire Antenna Array Based on Machine Learning-Assisted Optimization (SIW-MLAO-5G), SIW-Fed Wideband Filtering Antenna for Millimeter-Wave Applications (SIW-5G-MLOM), and Compact SIW Fed Dual-Port Single Element Annular Slot MIMO Antenna for 5G mm Wave Applications (SIW-FWFA-MMWA), respectively.
{"title":"Hamiltonian deep neural network optimized with pelican optimization algorithm-fostered substrate-integrated waveguide antenna design for 5G","authors":"A. B. Gurulakshmi, G. Rajesh, B. Saroja, T. Jackulin","doi":"10.1007/s10825-024-02154-9","DOIUrl":"https://doi.org/10.1007/s10825-024-02154-9","url":null,"abstract":"<p>Due to the growing need for higher speed data, the 5G terrestrial heterogeneous wireless network deployments are expected to happen quickly throughout the world in the next decade. In such type of networks, mm-wave small-cells overlapped the sub-6 GHz macro-cells being used to serve to population-rich areas. Subsequently, many problems appear with the antenna design technologies. The presented antenna is functioning at a frequency range from 24.8 to 31.6 GHz, with a 24% bandwidth and 8.5 dB peak gain at 27 GHz. It encompasses the complete 28 GHz frequency band utilized through 5G applications. Consequently, fifth-generation communication systems are best suited for it. The proposed Hamiltonian deep neural network optimized with pelican Optimization Algorithm-fostered Substrate-Integrated Waveguide Antenna Design for 5G (SIW-HDNN-POA-5G) is implemented, and performance of proposed technique is estimated based on several metrics, including resonant frequency (GHz), reflection coefficient (S11 in dB), mean absolute error (MAE), and root mean square error (RMSE). The proposed SIW-HDNN-POA-5G method provides 24.36%, 33.55% and 44.22% higher gain and 43.21%, 38.87% and 25.65% lesser mean absolute error comparing to the existing designs, like Design of Zero Clearance SIW End fire Antenna Array Based on Machine Learning-Assisted Optimization (SIW-MLAO-5G), SIW-Fed Wideband Filtering Antenna for Millimeter-Wave Applications (SIW-5G-MLOM), and Compact SIW Fed Dual-Port Single Element Annular Slot MIMO Antenna for 5G mm Wave Applications (SIW-FWFA-MMWA), respectively.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140578441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In this paper, the dispersion characteristics of slotted photonic crystal waveguides (SPCWs) have been estimated for any arbitrary set of structural parameters using machine learning-based artificial neural network (ANN). The machine learning-based technique yields faster solutions of the three-dimensional eigenvalue equations, which otherwise require substantial time using the conventional plane wave expansion (PWE)-based numerical simulations. Most importantly, the novel contribution of the work lies in estimating the structural parameters of the SPCWs from the given specifications of the dispersion characteristics through an inverse computation. A simple feed-forward neural network has been employed for both the forward and inverse estimations. The computation performances using both the ANN model and PWE simulations are analyzed and compared. The research offers significant implications for the field of photonics. By employing machine learning techniques, particularly ANNs, researchers and engineers can swiftly and efficiently analyze the dispersion properties of SPCWs, facilitating rapid prototyping and optimization of photonic devices. Additionally, the capability to infer structural parameters from desired dispersion characteristics streamlines the design process, potentially leading to the development of customized waveguides tailored to specific applications.
{"title":"ANN-based estimation of dispersion characteristics of slotted photonic crystal waveguides","authors":"Akash Kumar Pradhan, Chandra Prakash, Tanmoy Datta, Mrinal Sen, Haraprasad Mondal","doi":"10.1007/s10825-024-02162-9","DOIUrl":"https://doi.org/10.1007/s10825-024-02162-9","url":null,"abstract":"<p>In this paper, the dispersion characteristics of slotted photonic crystal waveguides (SPCWs) have been estimated for any arbitrary set of structural parameters using machine learning-based artificial neural network (ANN). The machine learning-based technique yields faster solutions of the three-dimensional eigenvalue equations, which otherwise require substantial time using the conventional plane wave expansion (PWE)-based numerical simulations. Most importantly, the novel contribution of the work lies in estimating the structural parameters of the SPCWs from the given specifications of the dispersion characteristics through an inverse computation. A simple feed-forward neural network has been employed for both the forward and inverse estimations. The computation performances using both the ANN model and PWE simulations are analyzed and compared. The research offers significant implications for the field of photonics. By employing machine learning techniques, particularly ANNs, researchers and engineers can swiftly and efficiently analyze the dispersion properties of SPCWs, facilitating rapid prototyping and optimization of photonic devices. Additionally, the capability to infer structural parameters from desired dispersion characteristics streamlines the design process, potentially leading to the development of customized waveguides tailored to specific applications.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140578270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-09DOI: 10.1007/s10825-024-02160-x
Marcus Wilson, Logan Cowie, Vance Farrow, Michael Cree, Jonathan Scott
Fractional capacitors, commonly called constant-phase elements or CPEs, are used in modeling and control applications, for example, for rechargeable batteries. Unfortunately, they are not natively supported in the well-used circuit simulator SPICE. This manuscript presents and demonstrates a modeling approach that allows users to incorporate these elements in circuits and model the response in the time domain. The novelty is that we implement for the first time a particular configuration of RC elements in parallel in a Foster-type network with SPICE in order to simulate a constant-phase element across a defined frequency range. We demonstrate that the circuit produces the required impedance spectrum in the frequency domain, and shows a power-law voltage response to a step change in current in the time domain, consistent with theory, and is able to reproduce the experimental voltage response to a complicated current profile in the time domain. The error depends on the chosen frequency limits and the number of RC branches, in addition to very small SPICE numerical errors. We are able to define an optimum circuit description that minimizes error while maintaining a short computation time. The scientific value is that the work permits rapid and accurate evaluation of the response of CPEs in the time domain, faster than other methods, using open source tools.
{"title":"Rapid time-domain simulation of fractional capacitors with SPICE","authors":"Marcus Wilson, Logan Cowie, Vance Farrow, Michael Cree, Jonathan Scott","doi":"10.1007/s10825-024-02160-x","DOIUrl":"https://doi.org/10.1007/s10825-024-02160-x","url":null,"abstract":"<p>Fractional capacitors, commonly called constant-phase elements or CPEs, are used in modeling and control applications, for example, for rechargeable batteries. Unfortunately, they are not natively supported in the well-used circuit simulator SPICE. This manuscript presents and demonstrates a modeling approach that allows users to incorporate these elements in circuits and model the response in the time domain. The novelty is that we implement for the first time a particular configuration of RC elements in parallel in a Foster-type network with SPICE in order to simulate a constant-phase element across a defined frequency range. We demonstrate that the circuit produces the required impedance spectrum in the frequency domain, and shows a power-law voltage response to a step change in current in the time domain, consistent with theory, and is able to reproduce the experimental voltage response to a complicated current profile in the time domain. The error depends on the chosen frequency limits and the number of RC branches, in addition to very small SPICE numerical errors. We are able to define an optimum circuit description that minimizes error while maintaining a short computation time. The scientific value is that the work permits rapid and accurate evaluation of the response of CPEs in the time domain, faster than other methods, using open source tools.</p>","PeriodicalId":620,"journal":{"name":"Journal of Computational Electronics","volume":null,"pages":null},"PeriodicalIF":2.1,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140578269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}