PCB Dipole Antenna Coupling Layout for Mutual Interference Reduction

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Solution Overview

Problem

Closely-spaced antennas in IoT devices experience negative coupling issues such as interference, signal distortion, and reduced signal power due to enhanced mutual coupling, which degrade antenna performance and limit design flexibility.

Innovation Solution

The addition of four coupling structures between dipole antennas, optimized using an AI/ML algorithm, generates electromagnetic fields to cancel interference and improve isolation, with parameters determined by an AI/ML algorithm based on electromagnetic simulations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Volume of moving object

If antennas are closely spaced to reduce device size, then device compactness is improved, but mutual coupling increases causing signal interference and performance degradation

Engineering Contradiction:
Improvedevice sizeVSAvoidmutual coupling interference
Core Design Contradiction:
Volume of moving objectVSObject-affected harmful factors

Solution Approach 1:

The patent introduces coupling structures as intermediary elements positioned between the closely-spaced dipole antennas. These coupling structures act as mediators that manipulate the electromagnetic fields to reduce harmful mutual coupling effects, allowing the antennas to maintain close spacing while minimizing interference through the mediating coupling structures.

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The patent employs AI/ML algorithms to optimize parameters of the coupling structures (such as geometry, position, and configuration) to dynamically adjust and control the electromagnetic coupling characteristics. By changing the parameters of the coupling structures, the system achieves reduced mutual coupling while maintaining compact antenna spacing.

Inventive Principle:
Principle #35Parameter changes

2Reliability

If antenna spacing is increased to reduce coupling, then signal quality is improved, but device size increases and design flexibility is reduced

Engineering Contradiction:
Improvesignal qualityVSAvoiddevice size
Core Design Contradiction:
ReliabilityVSVolume of moving object

Solution Approach 1:

The coupling structures serve as intermediary elements that enable high signal quality without requiring large antenna spacing. By positioning these structures between the antennas, the system achieves effective coupling control that maintains signal integrity while preserving compact device dimensions.

Inventive Principle:
Principle #24Intermediary (Mediator)

Solution Approach 2:

The patent introduces coupling structures that operate in the spatial dimension between the antennas, adding another layer of control to the electromagnetic field interaction. This dimensional approach allows the system to manage coupling effects without increasing the overall antenna spacing, thereby maintaining compact device size while improving signal quality.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

3Object-affected harmful factors

If coupling structures are added to reduce interference, then antenna isolation is improved, but device complexity increases

Engineering Contradiction:
ImproveinterferenceVSAvoidstructure complexity
Core Design Contradiction:
Object-affected harmful factorsVSDevice complexity

Solution Approach 1:

The coupling structures are designed to automatically adjust and optimize their performance through AI/ML algorithms that analyze the electromagnetic environment and dynamically configure the coupling structures. This self-service capability reduces the need for manual tuning and complex control mechanisms, thereby managing device complexity while achieving effective interference reduction.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The patent uses AI/ML optimization to automatically determine the optimal parameters of the coupling structures, such as geometry, position, and configuration. By automating the parameter optimization process, the system achieves effective interference reduction without requiring complex manual design and adjustment procedures, thereby managing device complexity.

Inventive Principle:
Principle #35Parameter changes

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

The solution enhances antenna isolation and radiation efficiency, improving S21 parameter to −17 dB and S11 parameter to −25 dB, and increasing radiation efficiency from 60% to 73%, thereby reducing interference and enhancing overall antenna performance.

Implementation Method 1

The addition of four coupling structures between dipole antennas, optimized using an AI/ML algorithm, generates electromagnetic fields to cancel interference and improve isolation

Methodology Applied
Scientific EffectElectromagnetic field generation: Electromagnetic Induction

Data Source

PatentUS20250300345A1Artificial intelligence empowered multi-layer coupling-controlled antenna system
Publication Date: 2025.09.25 SKYMIRR
  • US20250300345A1 patent drawing
  • US20250300345A1 patent drawing
  • US20250300345A1 patent drawing

AI summary

An antenna system. The system comprises first and second spaced-apart antennas each one formed in an upper conductive layer and a lower conductive layer of a printed circuit board. Coupling structures (four coupling structures in one embodiment) disposed between the first and second antennas are formed in either the upper conductive layer or the lower conductive layer and conductively connected to one of the first antenna or the second antenna. The coupling structures formed in the upper conductive layer overlie those formed in the lower conductive layer. The direction of current flow in the coupling structures reduces interference between the electromagnetic fields radiated from the first and the second antennas.