Publications

Research contributions spanning deep learning, computer vision, autonomous systems, and wireless communications, published in top-tier venues.

3
Publications
9
Total Citations
2
h-index
0
Recent (2023+)

Showing 3 of 3 publications

Efficient last-mile link adaptation in next-gen wireless heterogeneous networks

Shubham Sahoo, Preeti S. Pati, Raja Datta

PublishedConference

14th International Conference on Communication Systems and Networks (COMSNETS)

2022Pages: 31-36Citations: 1DOI: 10.1109/COMSNETS53615.2022.9668503

This paper presents a novel approach to link adaptation in heterogeneous wireless networks, focusing on optimizing the last-mile connectivity through intelligent resource allocation and dynamic protocol adaptation.

Wireless Networks5GLink AdaptationHeterogeneous Networks
📄 PDF

A prototype of an intelligent ground vehicle for constrained environment: Design and development

Shubham Sahoo, Debashish Chakravarty, et. al

PublishedConference

International Conference on Computer, Communication and Robotic Technology (ICCRT)

2019Pages: 103-107Citations: 2DOI: 10.1145/3387304

This work presents the design and development of an intelligent ground vehicle prototype capable of operating in constrained environments using advanced sensor fusion and machine learning algorithms.

RoboticsAutonomous VehiclesSensor FusionMachine Learning
📄 PDF

A novel machine learning approach for link adaptation in 5g wireless networks

Shubham Sahoo, Preeti S. Pati, Raja Datta

PublishedConference

2020 2nd PhD Colloquium on Ethically Driven Innovation and Technology for Society (PhD EDITS)

2020Pages: 1-2Citations: 6DOI: 10.1109/PhDEDITS51180.2020.9315299

This study presents a Deep Neural Network-based Link Adaptation scheme for 5G NR Sub-6GHz networks that optimizes spectral efficiency by selecting the best Modulation and Coding Scheme.

Wireless Networks5GMachine LearningHeterogeneous Networks
📄 PDF