Search Results for author: Monisha Ghosh

Found 4 papers, 0 papers with code

Data Driven Environmental Awareness Using Wireless Signals for Efficient Spectrum Sharing

no code implementations17 Oct 2024 Hossein Nasiri, Seda Dogan-Tusha, Muhammad Iqbal Rochman, Monisha Ghosh

Robust classification of the operational environment of wireless devices is becoming increasingly important for wireless network optimization, particularly in a shared spectrum environment.

Classification Robust classification

SDR-Based 5G NR C-Band I/Q Monitoring and Surveillance in Urban Area Using a Helikite

no code implementations3 Mar 2023 Sung Joon Maeng, Ozgur Ozdemir, İsmail Güvenç, Mihail L. Sichitiu, Magreth Mushi, Rudra Dutta, Monisha Ghosh

In this paper, we report experimental results in collectting and processing 5G NR I/Q samples in the 3. 7~GHz C-band by using software-defined radio (SDR)-mounted helikite.

Machine Learning enabled Spectrum Sharing in Dense LTE-U/Wi-Fi Coexistence Scenarios

no code implementations18 Mar 2020 Adam Dziedzic, Vanlin Sathya, Muhammad Iqbal Rochman, Monisha Ghosh, Sanjay Krishnan

The promise of ML techniques in solving non-linear problems influenced this work which aims to apply known ML techniques and develop new ones for wireless spectrum sharing between Wi-Fi and LTE in the unlicensed spectrum.

BIG-bench Machine Learning

Machine Learning based detection of multiple Wi-Fi BSSs for LTE-U CSAT

no code implementations21 Nov 2019 Vanlin Sathya, Adam Dziedzic, Monisha Ghosh, Sanjay Krishnan

This approach delivers an accuracy close to 100% compared to auto-correlation (AC) and energy detection (ED) approaches.

BIG-bench Machine Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.