An ML-augmented framework for WSN and IoT in 6G networks

Gulista Khan, Wajid Ali, Gopal Kumar Gupta, Kamal Kumar Gola

Open source

DOI: 10.1038/s41598-026-60635-2
Published: 2026-07-03
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-60635-2,
  title = {An ML-augmented framework for WSN and IoT in 6G networks},
  author = {Gulista Khan and Wajid Ali and Gopal Kumar Gupta and Kamal Kumar Gola},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-60635-2},
  url = {https://doi.org/10.1038/s41598-026-60635-2}
}

RIS

TY  - JOUR
TI  - An ML-augmented framework for WSN and IoT in 6G networks
AU  - Gulista Khan
AU  - Wajid Ali
AU  - Gopal Kumar Gupta
AU  - Kamal Kumar Gola
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-60635-2
UR  - https://doi.org/10.1038/s41598-026-60635-2
ER  -

APA

Khan, G., Ali, W., Gupta, G. K., & Gola, K. K. (2026). An ML-augmented framework for WSN and IoT in 6G networks. Scientific Reports. https://doi.org/10.1038/s41598-026-60635-2

Source records

crossref · retrieved 2026-11-10T04:02:31.585Z