International Journal of Numerical Modelling-Electronic Networks Devices and Fields最新文献_第10页

The artificial neural network approach for the transmission of malicious codes in wireless sensor networks with Caputo derivative 利用卡普托导数在无线传感器网络中传输恶意代码的人工神经网络方法

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-06-03 DOI: 10.1002/jnm.3256

Zia Ullah Khan, Mati ur Rahman, Muhammad Arfan, Waseem, Salah Boulaaras

{"title":"The artificial neural network approach for the transmission of malicious codes in wireless sensor networks with Caputo derivative","authors":"Zia Ullah Khan, Mati ur Rahman, Muhammad Arfan,  Waseem, Salah Boulaaras","doi":"10.1002/jnm.3256","DOIUrl":"https://doi.org/10.1002/jnm.3256","url":null,"abstract":"The current manuscript investigates a six compartmental mathematical model for malicious Codes in Wireless Sensor Network is consider for investigation under the fractional operator of Caputo along with their numerical scheme. The six agent nodes of the network sensors are transferable like in infection with in their community of different nodes. With the help of fixed point theory the presentation of existence and uniqueness of solution of the said model are also given. The scheme of numerical solution under fractional format is developed with the choice of fractional orders which increasing the degree of freedom for such type of network analysis. The numerical simulation of all the six agents are given on different fractional orders along with sensitivity of the fractional orders and some used parameters. The new analysis artificial neural network (ANN) method has been utilized for the considered model and compared with Adams–Bashforth (AB) method. We divided the data set into three categories training, testing and validation with ANN method and the analysis is presented in this work.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141245947","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}

引用次数: 0

Optimization and performance indication of surrounding gate tunnel field-effect transistors based on machine learning 基于机器学习的环绕栅隧道场效应晶体管优化和性能指示

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-06-02 DOI: 10.1002/jnm.3257

V. Charumathi, N. B. Balamurugan, M. Suguna, D. Sriram Kumar

{"title":"Optimization and performance indication of surrounding gate tunnel field-effect transistors based on machine learning","authors":"V. Charumathi, N. B. Balamurugan, M. Suguna, D. Sriram Kumar","doi":"10.1002/jnm.3257","DOIUrl":"https://doi.org/10.1002/jnm.3257","url":null,"abstract":"Selecting designs that efficiently optimize multiple objectives simultaneously is an important problem in several distinct industries. Typically, there is not a single ideal design; rather, there are several Pareto-optimal designs that provide the best possible trade-offs between the objectives. However, evaluating every design might be expensive, making a thorough search for the whole Pareto optimum set impractical. The aforementioned issue with technology computer-aided design (TCAD) while investigating a multidimensional parameter set for device design is addressed using Pareto active learning (PAL) and the nondominated sorting genetic algorithm-III (NSGA-III) which are metaheuristics-based multiobjective optimization (MOO) techniques. NSGA-III adeptly analyzes the tradeoffs among multiple objectives while ensuring diversity in the design space. PAL forecasts the Pareto-optimal set with intelligence by deliberately sampling the design space. This work focusses on improving the performance of surrounding gate tunnel field-effect transistors (SGTFETs) by optimizing and assessing their complex designs in terms of multiple objectives, including power, energy, speed, and variability. This paper presents a novel MOO framework that incorporates machine learning (ML) approaches, including NSGA-III and PAL in SGTFETs technology. The framework provides effective global optimization without gradients, allowing for the automatic recognition of the best solutions. The outcomes show the possibility of ML-based MOO to create next-generation nanoscale transistors.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141245644","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}

引用次数: 0

Oscillator networks with N-shaped nonlinearities: Electrical modeling and wave digital emulation 具有 N 型非线性的振荡器网络：电子建模和波形数字仿真

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-29 DOI: 10.1002/jnm.3255

Bakr Al Beattie, Jonas Röhrig, Ahmed Altin, Luis Gödde, Karlheinz Ochs

{"title":"Oscillator networks with N-shaped nonlinearities: Electrical modeling and wave digital emulation","authors":"Bakr Al Beattie, Jonas Röhrig, Ahmed Altin, Luis Gödde, Karlheinz Ochs","doi":"10.1002/jnm.3255","DOIUrl":"https://doi.org/10.1002/jnm.3255","url":null,"abstract":"This paper proposes contributions to the efficient wave digital (WD) modeling of large oscillator networks which are emerging as energy-efficient alternatives to traditional computers. The WD concept enables in-operando parameter tuning, real-time testing, and the associated algorithms are highly parallelizable. We present a general electrical model of N-shaped nonlinearities that are commonly found in nonlinear oscillators. Our model offers the flexibility to design the current–voltage characteristic based on specific requirements. We show how this model can be used to derive efficient and explicit WD algorithms for nonlinear oscillators. Furthermore, we propose the use of lossless transmission lines between the oscillators and the coupling network to obtain an ideal circuit for an oscillator network that can function as an Ising machine and be efficiently and exactly evaluated in the WD domain. The proposed algorithms are compared against the classical method involving iterative techniques, and their capabilities are evaluated through the emulation of a single FitzHugh-Nagumo oscillator as well as an Ising machine involving transmission lines. In the latter case, we show that, for large networks, the proposed methods decrease the runtime by up to 75% compared to using iterative techniques.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jnm.3255","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141182172","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

Fourth-order inverse filter configuration using current differencing buffered amplifier 使用电流差分缓冲放大器的四阶反向滤波器配置

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-26 DOI: 10.1002/jnm.3243

Mourina Ghosh, Pulak Mondal, Santosh Kumar

引用次数: 0

Physics-informed neural network assisted automated design of power amplifier by user defined specifications 由用户定义规格的物理信息神经网络辅助自动设计功率放大器

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-22 DOI: 10.1002/jnm.3246

Gaurav Bhargava, Hemant Kumari, Valeria Vadalà, Shubhankar Majumdar, Giovanni Crupi

{"title":"Physics-informed neural network assisted automated design of power amplifier by user defined specifications","authors":"Gaurav Bhargava, Hemant Kumari, Valeria Vadalà, Shubhankar Majumdar, Giovanni Crupi","doi":"10.1002/jnm.3246","DOIUrl":"https://doi.org/10.1002/jnm.3246","url":null,"abstract":"This article presents a model that can automatically produce a power amplifier's (PA) design parameters, that is, transmission lines (TLs) dimension, from a dataset of user-specified design goals like gain, efficiency, linearity, and scattering (S-) parameters. Based on the applied boundary conditions, a synthetic dataset is generated with the best range of design parameters (W and L). This dataset is utilized for training the physics-informed neural network (PINN) model with user-specified design goals as input and design parameters as target to produce the optimum value of W and L as the resultant output. Furthermore, utilizing the obtained dimensions, design, simulation, fabrication, and measurement of a PA are performed to validate our proposed model. The results of large signal measurements of PA are drain efficiency (DE) of 26.9%, power added efficiency (PAE) of 24.7%, output power (Pout) of 30.98 dBm at an input power <math>\u0000 <semantics>\u0000 <mrow>\u0000 <mfenced>\u0000 <msub>\u0000 <mi>P</mi>\u0000 <mtext>in</mtext>\u0000 </msub>\u0000 </mfenced>\u0000 </mrow>\u0000 <annotation>$$ left({P}_{in}right) $$</annotation>\u0000 </semantics></math> of 19 dBm, and gain of 12.41 dB at an operating frequency of 1.625 GHz. It has been observed that the design parameters produced by the model have a significant agreement with the validated output. Also, the statistical error analysis is done by calculating the error metrics between the validated output and the actual output of the PA design.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141078944","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}

引用次数: 0

New approximation method for high order impedance boundary condition with surface integral equations for the scattering problem 高阶阻抗边界条件与散射问题表面积分方程的新近似方法

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-16 DOI: 10.1002/jnm.3239

Christian Daveau, Soumaya Oueslati, Molka Kacem

引用次数: 0

Miniaturized IPD band pass filter with low insertion loss based on modified T-section for 5G applications 基于改进型 T 型截面的低插入损耗小型 IPD 带通滤波器，适用于 5G 应用

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-15 DOI: 10.1002/jnm.3248

Qi Zhang, Yazi Cao, Gaofeng Wang

引用次数: 0

Transient analysis of growth/decay in materials utilizing a digital exponential peeling method 利用数字指数剥离法对材料中的生长/衰减进行瞬态分析

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-10 DOI: 10.1002/jnm.3245

Jayjit Mukherjee, Amit Malik, Seema Vinayak, Vikram Kumar, D. S. Rawal, R. S. Dhaka

{"title":"Transient analysis of growth/decay in materials utilizing a digital exponential peeling method","authors":"Jayjit Mukherjee, Amit Malik, Seema Vinayak, Vikram Kumar, D. S. Rawal, R. S. Dhaka","doi":"10.1002/jnm.3245","DOIUrl":"https://doi.org/10.1002/jnm.3245","url":null,"abstract":"An algorithm is proposed to implement digital peeling to determine dominant time constants of an exponential transient process. The method is simpler to implement and reduces computational time to a large extent in comparison to other techniques widely used. Apart from a synthetic test function, the algorithm has been implemented on reported experimental transient decay curves of Cs2HfCl6 (CHC) single crystal scintillation to verify its efficacy. Finally, drain current detrapping transients of unpassivated AlGaN/GaN high electron mobility transistors (HEMTs) are analyzed to determine the trap energy levels and concentrations. The validation of this digital peeling technique is also carried out by comparing with conventional method of time constant extraction from HEMT current transients. The extracted exponentials from the transient data efficiently fits well with the experimental data and can be extensively used for transient analysis. The digital peeling technique has wide applicability and can be used to analyze all exponential processes which occur in all domains of science.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140902725","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}

引用次数: 0

An open-set method for automatic recognition of low probability of intercept radar waveforms based on reciprocity points learning 基于互易点学习的低拦截概率雷达波形自动识别开放集方法

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-08 DOI: 10.1002/jnm.3241

Zhilin Liu, Jindong Wang, Qidong Ge, Bo Yang, Yinlong Li, Hengwei Zhang

{"title":"An open-set method for automatic recognition of low probability of intercept radar waveforms based on reciprocity points learning","authors":"Zhilin Liu, Jindong Wang, Qidong Ge, Bo Yang, Yinlong Li, Hengwei Zhang","doi":"10.1002/jnm.3241","DOIUrl":"https://doi.org/10.1002/jnm.3241","url":null,"abstract":"Deep learning-based methods for Low Probability of Intercept radar waveform recognition typically assume that the signal to be recognized belongs to a known and finite set of classes. However, in practical scenarios, the electromagnetic signal environment is open and there may be a large number of unknown signals, making such methods difficult to apply. To address this issue, a novel open-set recognition method based on reciprocal points is proposed. This approach uses a neural network to extract a high-dimensional time-frequency feature map of the signal, and measures the difference between the known and unknown signals by computing the distance between the feature vector and the reciprocal points. This allows the model to correctly identify known class signals while simultaneously detecting unknown signals. Experimental results show that the proposed method achieves open-set recognition of Low Probibability of Intercept radar signals. On test signals with signal-to-noise ratios ranging from 6 dB to 15 dB, the model achieves nearly 100% accuracy in identifying known class signals and more than 90% accuracy in detecting unknown signals.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140895319","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}

引用次数: 0

Common-mode current reduction in EMP coupling with the star-quad cable having a reference conductor 利用具有基准导体的星形四芯电缆降低电磁脉冲耦合中的共模电流

IF 1.6 4区工程技术

International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-05-08 DOI: 10.1002/jnm.3238

Anmol Abbas Lodhi, Yu Zhu, Oussama Gassab

{"title":"Common-mode current reduction in EMP coupling with the star-quad cable having a reference conductor","authors":"Anmol Abbas Lodhi, Yu Zhu, Oussama Gassab","doi":"10.1002/jnm.3238","DOIUrl":"https://doi.org/10.1002/jnm.3238","url":null,"abstract":"The coupling of electromagnetic pulse (EMP) with the star-quad cable having reference conductor is analyzed by using the proposed model, which is based upon multi-conductor transmission line theory. Expressions for common-mode (CM) and differential-mode (DM) currents are developed. Two cases are mainly discussed: the first case is the star-quad cable with a central reference conductor, and the second case with the outside reference conductor. A rigorous comparison between these two cases shows that when the reference conductor is placed at the center, the magnitude of CM current is reduced dramatically, which is beneficial for electromagnetic compatibility (EMC). The CM current magnitude of the outside reference conductor is relatively very high due to the large CM current loop area, which is the least possible for the central reference conductor. There is no significant change in the DM current magnitude for both cases because the DM current has no direct dependence on the CM current loop area. A commercial software, FEKO, which utilizes the method of momentum (MoM), is used to compare the results of our proposed method, which are in good agreement.","PeriodicalId":50300,"journal":{"name":"International Journal of Numerical Modelling-Electronic Networks Devices and Fields","volume":"37 3","pages":""},"PeriodicalIF":1.6,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140895317","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}

引用次数: 0