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20112025
most citedTinyML: Tools, Applications, Challenges, and Future Research Directions

109 citations

19 papers

astro-ph.IM2025★ 9 cited

Square Kilometre Array Science Data Challenge 3a: foreground removal for an EoR experiment

A. Bonaldi, P. Hartley, R. Braun +179

We present and analyse the results of the Science data challenge 3a (SDC3a, https://sdc3.skao.int/challenges/foregrounds), an EoR foreground-removal community-wide exercise organis…

cs.LG2023★ 109 cited

TinyML: Tools, Applications, Challenges, and Future Research Directions

Rakhee Kallimani, Krishna Pai, Prasoon Raghuwanshi +2

In recent years, Artificial Intelligence (AI) and Machine learning (ML) have gained significant interest from both, industry and academia. Notably, conventional ML techniques requi…

cs.NI2022★ 37 cited

A Comprehensive Survey on Spectrum Sharing Techniques for 5G/B5G Intelligent Wireless Networks: Opportunities, Challenges and Future Research Directions

Anita Patil, Sridhar Iyer, Onel L. A. Lopez +4

The increasing popularity of Internet of Everything and small-cell devices has enormously accelerated traffic loads. Consequently, increased bandwidth and high data rate requiremen…

cs.NI2022★ 4 cited

Survey on Wireless Information Energy Transfer (WIET) and Related Applications in 6G Internet of NanoThings (IoNT)

Pragati Sharma, Rahul Jashvantbhai Pandya, Sridhar Iyer +1

This article contains an overview of WIET and the related applications in 6G IoNT. Specifically, to explore the following, we: (i) introduce the 6G network along with the implement…

cs.NI2022★ 38 cited

A Survey on Technological Trends to Enhance Spectrum Efficiency in 6G Communications

Sridhar Iyer, Anita Patil, Shilpa Bhairanatti +2

The research community has already identified that, by 2030, 5G networks will reach the capacity limits, and hence, will be inadequate to support next generation bandwidth-hungry,…

cs.NI2022★ 76 cited

A Survey on Semantic Communications for Intelligent Wireless Networks

Sridhar Iyer, Rajashri Khanai, Dattaprasad Torse +5

With deployment of 6G technology, it is envisioned that competitive edge of wireless networks will be sustained and next decade's communication requirements will be stratified. Als…