76 citations · 165 across the 11 of their papers we have counts for
11 papers
Closing the Semantic-Edge Gap: Tiny Language Models for 6G Wireless Intelligence
Srikanth Kamath, Arnav Mathur, Joslyn Sajan George +1
Sixth-generation (6G) wireless networks are envisioned as AI-native systems in which semantic communication - transmitting task-relevant meaning rather than raw bits - moves beyond…
Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma
Arnav Mathur, Garima Mathur, Rahul Jashvantbhai Pandya
Sixth-generation (6G) wireless networks are expected to serve as AI-native infrastructure, transmitting meaning rather than mere bits -- a shift that makes semantic communication t…
Semantic Communication for 6G Networks: A Trade-off between Distortion Criticality and Information Representability
Faizan Shafi, Rahul Jashvantbhai Pandya, Christo Kurisummoottil Thomas +1
In this work, a self-attention based conditional generative adversarial network (SA-cGAN) framework for the sixth generation (6G) semantic communication system is proposed, explici…
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…
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…
A Survey of Machine Learning Algorithms for 6G Wireless Networks
Anita Patil, Sridhar Iyer, Rahul Jashvantbhai Pandya
The primary focus of Artificial Intelligence/Machine Learning (AI/ML) integration within the wireless technology is to reduce capital expenditures, optimize network performance, an…
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…
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,…
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…
Deep Learning Based Load Balancing for improved QoS towards 6G
Vishnu Vardhan Nimmalapudi, Ajith Kumar Mengani, Roopa Vuppula +1
Deep learning has made great strides lately with the availability of powerful computing machines and the advent of user-friendly programming environments. It is anticipated that th…
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs
Raghu Vamshi Hemadri, Akshay Rayaluru, Rahul Jashvantbhai Pandya
In recent years, applying Deep Learning (DL) techniques emerged as a common practice in the communication system, demonstrating promising results. The present paper proposes a new…