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Author

Jiangzhou Wang

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Conference Aug 2026

BEV-Space Temporal Fusion for Multi-Modal Beam Prediction in Vehicular mmWave Systems

Sensing-assisted beam prediction in millimeter-wave (mmWave) vehicular systems requires effective fusion of complementary multi-modal observations across sequential timesteps. Existing methods fuse globally pooled one-dimensional features, discarding cross-modal geometric correspondence before temporal aggregation. Thi...

Jia-Ming Zeng, Cun-Hua Pan, Hao-Yang Weng et al. · 0 citations
Preprint Aug 2026

AFDM-ISAC With Fractional Delay-Doppler Coupling

Affine frequency division multiplexing (AFDM) is a promising chirp-based multicarrier waveform for high-mobility integrated sensing and communication (ISAC). Accurate angle, delay, and Doppler estimation is essential for AFDM sensing. Since target delays and Doppler shifts are generally continuous-valued, representing...

Shao-Hua Li, Cun-Hua Pan, Hong Ren et al. · 0 citations
2026

Wireless Fronthauls in Full-Duplex Cell-Free Massive MIMO Systems

In this paper, we investigate a full-duplex (FD) cell-free massive multiple-input multiple-output (CF mMIMO) architecture with millimeter wave (mmWave) fronthaul, where uplink (UL) and downlink (DL) payload data and control signaling must be simultaneously supported. We first revisit the fronthaul requirements of repre...

Zhi-Long Liu, Jia-Yi Zhang, En-Yu Shi et al. · 0 citations
Preprint Jul 2026

Toward Alias-Free Channel Extrapolation in Upper Mid-Band Systems: A Spatial-Frequency-Temporal Tensor Learning Approach

A tensor-structure-aware axial-attention neural network (TANN), which integrates axis-wise attention with a lightweight multi-scale CNN-based gating module to incorporate support priors for ADD-domain de-aliasing, and yields a unified model that generalizes across pilot configurations without retraining.

Jia-Wei Zhuang, Hong-Wei Hou, Ya-Fei Wang et al. · 0 citations
2026

Failure-Aware Intelligent Task Offloading for Dynamic Vehicular Fog Computing Enabled by GNN-Based Federated Advantage Actor-Critic Learning

Vehicular fog computing (VFC) enhances compute-intensive task processing by exploiting idle vehicle resources. However, existing offloading mechanisms may fail due to dynamic factors, such as vehicle mobility, unstable links, and service overload. This paper proposes an offloading-failure-aware (OFA) task offloading sc...

Yi-Hao Wu, Yanli Qi, Yiqing Zhou et al. · 0 citations
2026

Hierarchical Optimization of UAV Deployment and Resource Allocation for ISAC-Enabled Low-Altitude Wireless Networks

Driven by the vision of a thriving low-altitude economy and aiming to provide on-demand services for diverse entities, this paper investigates an integrated sensing and communication (ISAC)-enabled low-altitude wireless network (LAWN). Benefiting from flexible mobility and cost-effective cooperative deployment, multipl...

Cheng Ma, Ze-Wei Jing, Qinghai Yang et al. · 1 citation

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