Publications

Displaying 35551 - 35560 of 37748

Transfer Learning Approach for Improved Fiber Event Recognition with limited State of Polarization Data

We present an innovative transfer learning method for classifying risky events with scarce state of polarization (SOP) data, utilizing a deep convolutional neural network pre-trained on unrelated i

Transfer Learning Capabilities of Untrained Neural Networks for MIMO CSI Recreation

Machine learning (ML) applications for wireless communication has gained momentum on the standardization discussions for 5G advanced and beyond.

Transfer Learning for Channel Quality Prediction

The ability to predict the quality of a wireless channel is fundamental to enable anticipatory networking tasks.

Transfer Learning for Multi Step Resource Utilization Prediction

Long term accurate and efficient resource utilization predictions are of vital importance for the future generation of mobile wireless networks.

Transfer Learning for Tilt-Dependent Radio Map Prediction

Fifth generation wireless networks (5G) will face key challenges caused by diverse patterns of traffic demands and massive deployment of heterogeneous access points.

Transfer Learning in Coordinated Multi-Agent Deep Reinforcement Learning for Inter-Cell Slicing Resource Partitioning

Network slicing technology in next-generation RAN dedicates to supporting variant requirements of the network services.

Transfer Matrix Characterization of 10-mode Mode-Selective Spatial Multiplexers

We present characterization results of a pair 10-mode spatial multiplexers based on multi-plane light conversion by employing a swept-wavelength interferometer.

Transfer Operators and the Evaluation of Cellular Systems

A major obstacle in the performance analysis of product-form cellular systems is the evaluation of the normalizing factor, or partition function.

Transfer pot temperature.

Transfer molding has assumed a critical role in the high technology areas of photonics and microelectronics.

Transferring knowledge for tilt-dependent radio map prediction

Fifth generation wireless networks (5G) will face key challenges caused by diverse patterns of traffic demands and massive deployment of heterogeneous access points.