Evidence map›Paper›PMID 40263555›Full record

ArticleScientific reports2025

Machine learning driven design and optimization of a compact dual Port CPW fed UWB MIMO antenna for wireless communication.

Jayant Kumar Rai, Swati Yadav, Ajay Kumar Dwivedi, Vivek Singh, Pinku Ranjan, Anand Sharma, Somesh Kumar, Stuti Pandey

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jayant Kumar RaiDepartment of Electronics and Telecommunication, RKR Government Polytechnic, Janjgir Champa, Chhattisgarh, India.
Swati YadavDepartment of Electrical and Electronics, College of Engineering, COER University, Uttarakhand, India.
Ajay Kumar DwivediDepartment of Electronics and Communication Engineering, Nagarjuna College of Engineering and Technology, Bengaluru, Karnataka, India.
Vivek SinghDepartment of Electronics and Communication Engineering, Nagarjuna College of Engineering and Technology, Bengaluru, Karnataka, India.
Pinku RanjanDepartment of Electrical and Electronics Engineering, ABV Indian Institute of Information Technology and Management, Gwalior, Madhya Pradesh, India.
Anand SharmaDepartment of Electronics and Communication Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, Uttar Pradesh, India.
Somesh KumarDepartment of Electrical and Electronics Engineering, ABV Indian Institute of Information Technology and Management, Gwalior, Madhya Pradesh, India.
Stuti PandeyDepartment of Artificial Intelligence & Machine Learning, School of Computer Science & Engineering, Manipal University Jaipur, Jaipur, India. stuti.pandey@jaipur.manipal.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this article, a compact dual port Multiple Input Multiple Output (MIMO) Coplanar Waveguide (CPW) fed Ultra-Wideband (UWB) antenna for the next generation wireless communication using Machine Learning (ML) optimization is presented. It is designed on an FR4 epoxy substrate of 16 × 30 mm

Indexed as

Coplanar waveguide (CPW)Machine learningMIMOUltra-Wide band (UWB)

Identifiers

PMID40263555
PMCPMC12015355

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.