Intelligent multi-modal sensing-communication integration: Synesthesia of machines

X Cheng, H Zhang, J Zhang, S Gao, S Li… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
In the era of sixth-generation (6G) wireless communications, integrated sensing and
communications (ISAC) is recognized as a promising solution to upgrade the physical …

A novel MIMO-OFDM based MAC protocol for VANETs

MA Karabulut, AFMS Shah… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have recently become more significant to intelligent
transport systems (ITS). Recent works focused on improving throughput and decreasing …

Integrated sensing and communications towards proactive beamforming in mmWave V2I via multi-modal feature fusion (MMFF)

H Zhang, S Gao, X Cheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The future of vehicular communication networks relies on mmWave massive multi-input-
multi-output antenna arrays for intensive data transfer and massive vehicle access …

Mutual information maximizing wideband multi-user (wMU) mmWave massive MIMO

S Gao, X Cheng, L Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To enable next-generation mmWave cellular, it is vital to design high-performance
precoding schemes for wideband multi-user (wMU) mmWave massive MIMO (mMIMO). As …

Backdoor federated learning-based mmWave beam selection

Z Zhang, R Yang, X Zhang, C Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Federated learning (FL) is an emerging paradigm for distributed machine learning that uses
the data and the computational power of user devices while maintaining user privacy (eg …

Distributed neural precoding for hybrid mmWave MIMO communications with limited feedback

K Wei, J Xu, W Xu, N Wang… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Hybrid precoding is a cost-efficient technique for millimeter wave (mmWave) massive
multiple-input multiple-output (MIMO) communications. This paper proposes a deep learning …

Data-driven spectrum allocation and power control for NOMA HetNets

A Nasser, O Elnahas, O Muta… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Towards a green communication discipline, more energy-efficient wireless networks are
needed. In this paper, an energy-efficient interference management technique is proposed …

Priority‐aware intelligent device access management for carbon footprint monitoring in sustainable cites and society

X Su, P Liu, Z Wang, H Liao, Z Zhou, G Xu… - IET …, 2023 - Wiley Online Library
Carbon footprint monitoring provides significant basis for computing facilities to improve the
computing efficiency and reduce the energy cost, which can enable low/zero carbon …

Revisiting dirty paper coding to hybrid precoding for massive MIMO downlink broadcast channel

X Su, Y Jiang - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
It is well-known that dirty paper coding (DPC)-based transceiver can achieve the sum
capacity of a multi-input multi-output (MIMO) broadcast channel. In this paper, we study DPC …

Model enhanced learning based detectors (Me-LeaD) for wideband multi-user 1-bit mmWave communications

S Gao, X Cheng, L Fang, L Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Referring to the system equipped with single-bit converters, 1-bit mmWave communications
is gaining increasing attention for its superb cost efficiency. However, the inherent non-linear …