Design and optimization of RF MEMS switch for reconfigurable antenna using feed-forward back-propagation ANN method

P Chawla, R Khanna - 2012 Nirma University International …, 2012 - ieeexplore.ieee.org
… RF MEMS switches as proposed in same paper. The overall arm length of patch is changed
by activating and deactivating the switches … is to design, optimize MEMS switch and see the …

A novel design and optimization approach of RF MEMS switch for reconfigurable antenna using ANN method

P Chawla, R Khanna - 2012 International Conference on …, 2012 - ieeexplore.ieee.org
ANN … back-propagation algorithm) of matlab is used to optimize the RF switch [5, 10l3]. The
input … The main emphasis in this paper is to design and after that optimize MEMS switch and …

[PDF][PDF] ANN Approach for Modeling of Mechanical Characteristics of RF MEMS Capacitive Switches-An Overview.

T Ćirić, Z Marinković, O Pronić-Rančić… - Microwave …, 2017 - researchgate.net
… In this paper a modeling methodology for RF MEMS switches based on neural
approaches has been shown. It has been started from the neural model aimed to predict the …

Target application based design approach for RF MEMS switches using artificial neural networks

LN Thalluri, S Bommu, SM Rao, KS Rao… - … on Electrical and …, 2022 - Springer
… Eventually, we have proposed an RF MEMS switch based on the ANN approach for C- band
applications. The required supply voltage is 7.4 V, critical stress is 0.91 MPa, insertion loss …

RF MEMS switch optimization using ANN and design of antenna with frequency reconfigurability

LN Thalluri, AK Madam, KV Rao, CVR Sankar… - Microsystem …, 2024 - Springer
MEMS switches using ANN. The novelty of this work lies in the creation of a dedicated dataset
for the considered RF MEMS switch … of RF MEMS switches in different aspects using ANN

ANN model of RF MEMS lateral SPDT switches for millimeter wave applications

S Suganthi, K Murugesan, S Raghavan - Journal of Microwaves …, 2012 - SciELO Brasil
… based on ANN for analyzing the losses in ON and OFF state of lateral RF MEMS series switch
by … The first MEMS switch was demonstrated in 1971 using electrostatic actuation used to …

Determining RF MEMS switch parameter by neural networks

Y Mafinejad, AZ Kouzani… - TENCON 2009-2009 …, 2009 - ieeexplore.ieee.org
… One of the great challenges is designing high performance RF MEMS switches is … ANN id
developed in this work to predict the S11 parameter associated with a RF MEMS shunt switch

ANN based inverse modeling of RF MEMS capacitive switches

Z Marinković, T Ćirić, T Kim… - … in Modern Satellite …, 2013 - ieeexplore.ieee.org
… set for the inverse models the use of the direct ANN model of the RF MEMS switch is proposed
in this paper. Namely, as the direct ANN models give response instantaneously, the time …

Modelling of a MEMS switch for high-speed sampling circuits using artificial neural network perspective

S Kanthamani, J Joslin Percy… - Microsystem …, 2023 - Springer
… The introduced MEMS switch is capable of accomplishing high speed … RF MEMS switch is
designed, fabricated and characterized. Comparing the ECPW switch to normal CPW switches

Optimization algorithm of neural network on RF MEMS switch for wireless and mobile reconfigurable antenna applications

P Chawla, R Khanna - 2012 2nd IEEE International Conference …, 2012 - ieeexplore.ieee.org
… (FFBP) algorithm of artificial neural network is used to optimize the switch. The input data is
ANN [11-12, 14]. The main emphasis in this paper is to design and optimize RF MEMS switch