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Inverse design of compact power divider with arbitrary outputs for 5G applications
Maryam Shadi1, Mohammad Reza Tavakol2, Zahra Atlasbaf3
1Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, 14115, Iran. maryam.shadi@modares.ac.ir.
Scientific Reports
|July 28, 2022
Summary
This study introduces a novel method for designing adjustable power dividers using hybrid vias. This technique enables precise control over output power ratios, crucial for advanced 5G systems.
Area of Science:
- Electrical Engineering
- Electromagnetics
- Microwave Engineering
Background:
- Advanced applications, particularly in fifth-generation (5G) systems, demand sophisticated circuits with configurable capabilities.
- Power dividers are essential components in 5G phased array systems, with adjustable output power ratios being increasingly significant.
Purpose of the Study:
- To propose a design methodology for planar power splitters with arbitrary output power levels using hybrid vias.
- To demonstrate the capability of designing power splitters with different output port amplitudes through deep neural networks.
Main Methods:
- A design procedure involving optimized patterns of hybrid vias (PEC and dielectric) for planar power splitters.
- Utilizing deep neural networks to analyze and optimize the performance of these hybrid via structures.
- Fabrication and measurement of a 4-way power divider as a proof-of-concept.
Main Results:
- Successful design and validation of a power splitter with arbitrary output power levels.
- Demonstration of achieving different amplitudes at output ports using hybrid via perturbations.
- A fabricated 4-way power divider realized Chebyshev coefficients for sidelobe reduction at 28 GHz.
Conclusions:
- The proposed hybrid via perturbation methodology offers a pathway to implement complex functions in power dividers.
- This technique is applicable to various platforms beyond planar/microstrip, including SIWs and ridge waveguides.
- The method facilitates the design of tunable power dividers essential for next-generation wireless systems.
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