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Nested Construction of Polar Codes via Transformers
Tailoring polar code construction for decoding algorithms beyond successive cancellation has remained a topic of significant interest in the field.
Towards Intelligent Network Management: Leveraging AI for Network Service Detection
As the complexity and scale of modern computer networks continue to increase, there has emerged an urgent need for precise traffic analysis, which plays a pivotal role in cutting-edge wireless connectivity technologies.
THz Band Channel Measurements and Statistical Modeling for Urban Microcellular Environments
The THz band (0. 1-10 THz) has attracted considerable attention for next-generation wireless communications, due to the large amount of available bandwidth that may be key to meet the rapidly increasing data rate requirements.
THz Band Channel Measurements and Statistical Modeling for Urban D2D Environments
In this paper, we present a first extensive set of channel measurements for urban outdoor environments that are ultra-wideband (1 GHz 3dB bandwidth), and double-directional where both the transmitter and receiver are at the same height.
Pareto Deterministic Policy Gradients and Its Application in 5G Massive MIMO Networks
In this paper, we consider jointly optimizing cell load balance and network throughput via a reinforcement learning (RL) approach, where inter-cell handover (i. e., user association assignment) and massive MIMO antenna tilting are configured as the RL policy to learn.
