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11/22/2022
Design and Performance Analysis of Hardware Realization of 3GPP Physical Layer for 5G Cell Search
5G Cell Search (CS) is the first step for user equipment (UE) to initiat...
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09/06/2022
Hardware Software Co-design of Statistical and Deep Learning Frameworks for Wideband Sensing on Zynq System on Chip
With the introduction of spectrum sharing and heterogeneous services in ...
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09/06/2022
Deep Neural Network Augmented Wireless Channel Estimation on System on Chip
Reliable and fast channel estimation is crucial for next-generation wire...
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02/16/2022
Exploiting Side Information for Improved Online Learning Algorithms in Wireless Networks
In wireless networks, the rate achieved depends on factors like level of...
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06/05/2021
Multi-armed Bandit Algorithms on System-on-Chip: Go Frequentist or Bayesian?
Multi-armed Bandit (MAB) algorithms identify the best arm among multiple...
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12/02/2020
Towards Intelligent Reconfigurable Wireless Physical Layer (PHY)
Next-generation wireless networks are getting significant attention beca...
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03/06/2020
Distributed Learning in Ad-Hoc Networks: A Multi-player Multi-armed Bandit Framework
Next-generation networks are expected to be ultra-dense with a very high...
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02/18/2020
Intelligent and Reconfigurable Architecture for KL Divergence Based Online Machine Learning Algorithm
Online machine learning (OML) algorithms do not need any training phase ...
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12/11/2019
SenseNet: Deep Learning based Wideband spectrum sensing and modulation classification network
Next generation networks are expected to operate in licensed, shared as ...
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01/12/2019
Distributed Learning and Optimal Assignment in Multiplayer Heterogeneous Networks
We consider an ad hoc network where multiple users access the same set o...
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12/24/2018
Distributed Learning and Stable Orthogonalization in Ad-Hoc Networks with Heterogeneous Channels
Next generation networks are expected to be ultra dense and aim to explo...
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09/17/2018