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Found 4 papers, 0 papers with code
Physical Layer Security for Pinching-Antenna Systems (PASS)
1) For the case with a single legitimate user (Bob) and a single eavesdropper (Eve), a closed-form expression for the optimal baseband beamformer is derived.
Secure Beamforming for Continuous Aperture Array (CAPA) Systems
This approach derives a closed-form expression for the optimal source current pattern.
A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks
Lastly, using ICGNN as the core algorithm, we tailor the neural network's input and output for specific problem requirements and validate its performance in two scenarios: 1) in cellular networks, we develop a matrix-inverse-free multi-user multi-input multi-output (MU-MIMO) precoding scheme using the conjugate gradient (CG) method, adaptable to varying user and antenna numbers; 2) in a cell-free network, facing dynamic variations in the number of users served by APs, the number of APs serving each user, and the number of antennas per AP, we propose a universal power allocation scheme.
WIDER Face and Pedestrian Challenge 2018: Methods and Results
This paper presents a review of the 2018 WIDER Challenge on Face and Pedestrian.
