activity
20222024
most citedTinyML: Tools, Applications, Challenges, and Future Research Directions

109 citations · 232 across the 7 of their papers we have counts for

collaborators

7 papers

eess.SY2024

Cell Balancing Paradigms: Advanced Types, Algorithms, and Optimization Frameworks

Anupama R Itagi, Rakhee Kallimani, Krishna Pai +3

The operation efficiency of the electric transportation, energy storage, and grids mainly depends on the fundamental characteristics of the employed batteries. Fundamental variable…

eess.SY2024★ 3 cited

Cell Balancing for the Transportation Sector: Techniques, Challenges, and Future Research Directions

Anupama R Itagi, Rakhee Kallimani, Krishna Pai +2

Efficient and reliable energy systems are key to progress of society. High performance batteries are essential for widely used technologies like Electric Vehicles (EVs) and portabl…

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.HC2022★ 3 cited

A Survey on Brain-Computer Interface and Related Applications

Krishna Pai, Rakhee Kallimani, Sridhar Iyer +3

BCI systems are able to communicate directly between the brain and computer using neural activity measurements without the involvement of muscle movements. For BCI systems to be wi…

cs.NI2022★ 4 cited

Survey on Internet of Things enabled by 6G Wireless Networks

Sridhar Iyer, Rahul Jashvantbhai Pandya, Rakhee Kallimani +4

The 6G wireless technology is visualized to revolutionize multiple customer services with the Internet of Things (IoT), thereby contributing to a ubiquitous intelligent society com…

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…