Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Evolution of antenna design: Transition from single to MIMO configuration.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: A comparison of three different antenna configurations: ( a ) MIMO Antenna 1; ( b ) MIMO Antenna 2; ( c ) MIMO Antenna 3.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques: Comparison

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Performance comparison of three distinct MIMO antenna configurations: ( a ) Reflection coefficient; ( b ) Transmission coefficient.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques: Comparison, Transmission Assay

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Proposed MIMO antenna: ( a ) Reflection coefficient; ( b ) Transmission coefficient.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques: Transmission Assay

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Gain and efficiency of proposed MIMO antenna.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Envelope correlation coefficient (ECC) for the proposed MIMO antenna.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Diversity gain (DG) for the proposed MIMO antenna.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Radiation pattern simulation of the recommended MIMO antenna.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: High-performance quatrefoil-slotted THz MIMO antenna for 6G applications with regression-based machine learning validation

doi: 10.1038/s41598-025-28657-4

Figure Lengend Snippet: Equivalent circuit of the proposed MIMO antenna.

Article Snippet: The flowchart describes a procedure with the steps required to use the CST software to create a MIMO antenna array system.

Techniques:

Journal: Scientific Reports

Article Title: Optimization for next generation laptops enhancing performance and compactness

doi: 10.1038/s41598-025-24532-4

Figure Lengend Snippet: 4 element MIMO antenna ( a ) front view ( b ) rear view (black is copper, white is FR4).

Article Snippet: The impedance matching and isolation characteristics of the proposed CIOM MIMO antenna (in Fig. c) were evaluated through simulations using CST 2023 and measurements conducted with a Keysight PNA Vector Network Analyzer (N5227B).

Techniques:

Journal: Scientific Reports

Article Title: Optimization for next generation laptops enhancing performance and compactness

doi: 10.1038/s41598-025-24532-4

Figure Lengend Snippet: Fabricated MIMO antenna.

Article Snippet: The impedance matching and isolation characteristics of the proposed CIOM MIMO antenna (in Fig. c) were evaluated through simulations using CST 2023 and measurements conducted with a Keysight PNA Vector Network Analyzer (N5227B).

Techniques:

Journal: Scientific Reports

Article Title: Optimization for next generation laptops enhancing performance and compactness

doi: 10.1038/s41598-025-24532-4

Figure Lengend Snippet: Simulated and measured ( a ) reflection coefficients ( b ) transmission coefficients of the MIMO antenna. ( c ) Antenna under measurement.

Article Snippet: The impedance matching and isolation characteristics of the proposed CIOM MIMO antenna (in Fig. c) were evaluated through simulations using CST 2023 and measurements conducted with a Keysight PNA Vector Network Analyzer (N5227B).

Techniques: Transmission Assay

Journal: Scientific Reports

Article Title: Optimization for next generation laptops enhancing performance and compactness

doi: 10.1038/s41598-025-24532-4

Figure Lengend Snippet: Simulated ECC and DG of the CIOM MIMO antenna.

Article Snippet: The impedance matching and isolation characteristics of the proposed CIOM MIMO antenna (in Fig. c) were evaluated through simulations using CST 2023 and measurements conducted with a Keysight PNA Vector Network Analyzer (N5227B).

Techniques: