Zobrazeno 1 - 10
of 289
pro vyhledávání: '"Zhang, Charlie"'
Generative artificial intelligence (GAI) is a promising technique towards 6G networks, and generative foundation models such as large language models (LLMs) have attracted considerable interest from academia and telecom industry. This work considers
Externí odkaz:
http://arxiv.org/abs/2408.02549
Large language model (LLM) has recently been considered a promising technique for many fields. This work explores LLM-based wireless network optimization via in-context learning. To showcase the potential of LLM technologies, we consider the base sta
Externí odkaz:
http://arxiv.org/abs/2408.00214
Autor:
Zhou, Hao, Hu, Chengming, Yuan, Ye, Cui, Yufei, Jin, Yili, Chen, Can, Wu, Haolun, Yuan, Dun, Jiang, Li, Wu, Di, Liu, Xue, Zhang, Charlie, Wang, Xianbin, Liu, Jiangchuan
Large language models (LLMs) have received considerable attention recently due to their outstanding comprehension and reasoning capabilities, leading to great progress in many fields. The advancement of LLM techniques also offers promising opportunit
Externí odkaz:
http://arxiv.org/abs/2405.10825
Autor:
Bayraktar, Murat, González-Prelcic, Nuria, Valkama, Mikko, Chen, Hao, Zhang, Charlie Jianzhong
In this paper, we propose a hybrid precoding/combining framework for communication-centric integrated sensing and full-duplex (FD) communication operating at mmWave bands. The designed precoders and combiners enable multiuser (MU) FD communication wh
Externí odkaz:
http://arxiv.org/abs/2405.09079
This paper presents a groundbreaking model for forecasting English Premier League (EPL) player performance using convolutional neural networks (CNNs). We evaluate Ridge regression, LightGBM and CNNs on the task of predicting upcoming player FPL score
Externí odkaz:
http://arxiv.org/abs/2405.02412
Autor:
Carpi, Fabrizio, Rostami, Soheil, Cho, Joonyoung, Garg, Siddharth, Erkip, Elza, Zhang, Charlie Jianzhong
High peak-to-average power ratio (PAPR) is one of the main factors limiting cell coverage for cellular systems, especially in the uplink direction. Discrete Fourier transform spread orthogonal frequency-domain multiplexing (DFT-s-OFDM) with spectrall
Externí odkaz:
http://arxiv.org/abs/2404.16137
Tailoring polar code construction for decoding algorithms beyond successive cancellation has remained a topic of significant interest in the field. However, despite the inherent nested structure of polar codes, the use of sequence models in polar cod
Externí odkaz:
http://arxiv.org/abs/2401.17188
Autor:
Nguyen, Khuong N., Sehgal, Abhishek, Zhu, Yuming, Choi, Junsu, Chen, Guanbo, Chen, Hao, Ng, Boon Loong, Zhang, Charlie
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. This study focuses on leveragi
Externí odkaz:
http://arxiv.org/abs/2310.09609
RIS-aided millimeter wave wireless systems benefit from robustness to blockage and enhanced coverage. In this paper, we study the ability of RIS to also provide enhanced localization capabilities as a by-product of communication. We consider sparse r
Externí odkaz:
http://arxiv.org/abs/2203.13327