Cover Image

Orchestrating Multimodal DNN Workloads in Wireless Neural Processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Sai, Wong, Kai-Kit, Du, Yanan, Shin, Hyundong
Format:	Preprint
Published:	2026
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WiNPA: Wireless Neural Processing Architecture
by: Xu, Sai, et al.
Published: (2025)

Fundamental Limits of Localization with Fluid Antenna Systems: A Fisher Information Analysis
by: Salem, Abdelhamid, et al.
Published: (2025)

Antenna Elements' Trajectory Optimization for Throughput Maximization in Continuous-Trajectory Fluid Antenna-Aided Wireless Communications
by: Yang, Shuaixin, et al.
Published: (2026)

Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)

Cell-free Fluid Antenna Multiple Access Networks
by: Han, Tianyu, et al.
Published: (2025)

Joint Scheduling of Multi-Band Radar Sensing and DNN Inference for Cross-Stage Parallelism
by: Du, Yanan, et al.
Published: (2026)

Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System
by: Liu, Yu, et al.
Published: (2024)

Taming the Bessel Landscape: Joint Antenna Position Optimization for Spatial Decorrelation in Fluid MIMO Systems
by: Wu, Tuo, et al.
Published: (2026)

Fluid Antennas: Reshaping Intrinsic Properties for Flexible Radiation Characteristics in Intelligent Wireless Networks
by: Lu, Wen-Jun, et al.
Published: (2025)

Robust Processing and Learning: Principles, Methods, and Wireless Applications
by: Wang, Shixiong, et al.
Published: (2026)

Study on Downlink CSI compression: Are Neural Networks the Only Solution?
by: Praneeth, K. Sai, et al.
Published: (2025)

Multimodal Wireless Foundation Models
by: Aboulfotouh, Ahmed, et al.
Published: (2025)

Relay-Assisted Activation-Integrated SIM for Wireless Physical Neural Networks
by: Hua, Meng, et al.
Published: (2026)

Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing
by: Jere, Shashank, et al.
Published: (2023)

Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks
by: Chen, Lili, et al.
Published: (2025)

Robust Channel Estimation for Optical Wireless Communications Using Neural Network
by: Luan, Dianxin, et al.
Published: (2025)

Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks
by: Gao, Zhan, et al.
Published: (2023)

Scaling Vision Transformers: Evaluating DeepSpeed for Image-Centric Workloads
by: Trinh, Huy, et al.
Published: (2026)

Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks
by: Zhang, Xiaochen, et al.
Published: (2021)

A Secure Beamforming Design: When Fluid Antenna Meets NOMA
by: Mai, Lifeng, et al.
Published: (2024)

FAS for Secure and Covert Communications
by: Yao, Junteng, et al.
Published: (2024)

Geometric Port Selection in CUMA Systems
by: Rao, Chenguang, et al.
Published: (2025)

Toward Practical Fluid Antenna Systems: Co-Optimizing Hardware and Software for Port Selection and Beamforming
by: Xu, Sai, et al.
Published: (2025)

Phased Ultra Massive Array (PUMA)
by: Hong, Hanjiang, et al.
Published: (2026)

Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment
by: Albuquerque, Isabela, et al.
Published: (2019)

Graph Neural Networks for Resource Allocation in Interference-limited Multi-Channel Wireless Networks with QoS Constraints
by: Chen, Lili, et al.
Published: (2025)

Fluid Antenna System Empowering 5G NR
by: Hong, Hanjiang, et al.
Published: (2025)

Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring
by: McKinney, Matthew, et al.
Published: (2024)

Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
by: Bocus, Mohammud J., et al.
Published: (2023)

Performance Analysis of FAS-Aided NOMA-ISAC: A Backscattering Scenario
by: Ghadi, Farshad Rostami, et al.
Published: (2024)

Downlink OFDM-FAMA in 5G-NR Systems
by: Hong, Hanjiang, et al.
Published: (2025)

Explainable Deep Neural Network for Multimodal ECG Signals: Intermediate vs Late Fusion
by: Oladunni, Timothy, et al.
Published: (2025)

On the Application of Deep Learning for Precise Indoor Positioning in 6G
by: Kotturi, Sai Prasanth, et al.
Published: (2024)

Physics-Informed Generative Modeling of Wireless Channels
by: Böck, Benedikt, et al.
Published: (2025)

Semantic Communication for Cooperative Multi-Task Processing over Wireless Networks
by: Razlighi, Ahmad Halimi, et al.
Published: (2024)

How Many Independent Modes Does a Fluid Antenna Have? A Closed-Form Outage Analysis via Equivalent Degrees of Freedom
by: Wu, Tuo, et al.
Published: (2026)

FAS-Driven Spectrum Sensing for Cognitive Radio Networks
by: Yao, Junteng, et al.
Published: (2024)

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference
by: Zheng, Zijian, et al.
Published: (2026)

RF-GPT: Teaching AI to See the Wireless World
by: Zou, Hang, et al.
Published: (2026)

Generative Diffusion Models for Resource Allocation in Wireless Networks
by: Uslu, Yigit Berkay, et al.
Published: (2025)