Deep Learning-Based Beamforming Design Using Target Beam Patterns
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Hongpu, Sun, Shu, Yan, Hangsong, Mo, Jianhua |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust Multi-Stream Massive MIMO Satellite Systems Based on Statistical CSI
by: Yan, Hangsong, et al.
Published: (2026)
by: Yan, Hangsong, et al.
Published: (2026)
CFARNet: Learning-Based High-Resolution Multi-Target Detection for Rainbow Beam Radar
by: Liang, Qiushi, et al.
Published: (2025)
by: Liang, Qiushi, et al.
Published: (2025)
Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm
by: Zhang, Hongpu, et al.
Published: (2025)
by: Zhang, Hongpu, et al.
Published: (2025)
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
by: Liu, Xingchen, et al.
Published: (2025)
by: Liu, Xingchen, et al.
Published: (2025)
Hybrid Near/Far-Field Frequency-Dependent Beamforming via Joint Phase-Time Arrays
by: Cai, Yeyue, et al.
Published: (2025)
by: Cai, Yeyue, et al.
Published: (2025)
Deep Learning-Based Extended Target Tracking in ISAC Systems
by: Wang, Yiqiu, et al.
Published: (2025)
by: Wang, Yiqiu, et al.
Published: (2025)
MARBLE-Net: Learning to Localize in Multipath Environment with Adaptive Rainbow Beams
by: Liang, Qiushi, et al.
Published: (2025)
by: Liang, Qiushi, et al.
Published: (2025)
Joint Beamforming and Illumination Pattern Design for Beam-Hopping LEO Satellite Communications
by: Wang, Jing, et al.
Published: (2024)
by: Wang, Jing, et al.
Published: (2024)
Cramér-Rao Bound Analysis and Beamforming Design for Integrated Sensing and Communication with Extended Targets
by: Wang, Yiqiu, et al.
Published: (2024)
by: Wang, Yiqiu, et al.
Published: (2024)
Sparse Array Enabled Near-Field Communications: Beam Pattern Analysis and Hybrid Beamforming Design
by: Zhou, Cong, et al.
Published: (2024)
by: Zhou, Cong, et al.
Published: (2024)
Multi-Modal Large Models Based Beam Prediction: An Example Empowered by DeepSeek
by: Zhao, Yizhu, et al.
Published: (2025)
by: Zhao, Yizhu, et al.
Published: (2025)
3D Extended Target Sensing in ISAC: Cramér-Rao Bound Analysis and Beamforming Design
by: Wang, Yiqiu, et al.
Published: (2024)
by: Wang, Yiqiu, et al.
Published: (2024)
Beamforming with Joint Phase and Time Array: System Design, Prototyping and Performance
by: Mo, Jianhua, et al.
Published: (2025)
by: Mo, Jianhua, et al.
Published: (2025)
Switch-based Hybrid Beamforming Transceiver Design for Wideband Communications with Beam Squint
by: Ma, Mengyuan, et al.
Published: (2022)
by: Ma, Mengyuan, et al.
Published: (2022)
Joint Beam Scheduling and Beamforming Design for Cooperative Positioning in Multi-beam LEO Satellite Networks
by: Xv, Hongtao, et al.
Published: (2024)
by: Xv, Hongtao, et al.
Published: (2024)
3D Beamforming Through Joint Phase-Time Arrays
by: Yildiz, Ozlem, et al.
Published: (2024)
by: Yildiz, Ozlem, et al.
Published: (2024)
Dual-Function Beamforming Design For Multi-Target Localization and Reliable Communications
by: Tang, Bo, et al.
Published: (2025)
by: Tang, Bo, et al.
Published: (2025)
A Group-Wise Narrow Beam Design for Uplink Channel Estimation in Hybrid Beamforming Systems
by: Zhou, Yufan, et al.
Published: (2025)
by: Zhou, Yufan, et al.
Published: (2025)
Beamforming Design for ISAC Systems with Suppressed Range-Angle Sidelobes
by: Liu, Meihui, et al.
Published: (2025)
by: Liu, Meihui, et al.
Published: (2025)
Analysis of Broad Beam Beamforming for Collocated and Distributed MIMO
by: Kaplan, Ahmet, et al.
Published: (2025)
by: Kaplan, Ahmet, et al.
Published: (2025)
Resonant Beam Multi-Target DOA Estimation
by: Guo, Yixuan, et al.
Published: (2024)
by: Guo, Yixuan, et al.
Published: (2024)
Dual-Function Beam Pattern Design for Multi-Target ISAC Systems: A Decoupled Approach
by: Junior, Wilson de Souza, et al.
Published: (2025)
by: Junior, Wilson de Souza, et al.
Published: (2025)
Generative Learning Powered Probing Beam Optimization for Cell-Free Hybrid Beamforming
by: Zhang, Cheng, et al.
Published: (2024)
by: Zhang, Cheng, et al.
Published: (2024)
Beam-Brainstorm: A Generative Site-Specific Beamforming Approach
by: Zhou, Zihao, et al.
Published: (2026)
by: Zhou, Zihao, et al.
Published: (2026)
MA-Aided Hierarchical Hybrid Beamforming for Multi-User Wideband Beam Squint Mitigation
by: Zhang, Cixiao, et al.
Published: (2025)
by: Zhang, Cixiao, et al.
Published: (2025)
Downlink Beamforming Design for NOMA Using Convolutional Neural Networks
by: Li, Chentong, et al.
Published: (2026)
by: Li, Chentong, et al.
Published: (2026)
Optimal Beamforming for Multi-Target Multi-User ISAC Exploiting Prior Information: How Many Sensing Beams Are Needed?
by: Yao, Jiayi, et al.
Published: (2025)
by: Yao, Jiayi, et al.
Published: (2025)
Dynamic Beamforming and Power Allocation in ISAC via Deep Reinforcement Learning
by: Dao, Duc Nguyen, et al.
Published: (2025)
by: Dao, Duc Nguyen, et al.
Published: (2025)
RS-BNN: A Deep Learning Framework for the Optimal Beamforming Design of Rate-Splitting Multiple Access
by: Wang, Yiwen, et al.
Published: (2024)
by: Wang, Yiwen, et al.
Published: (2024)
Joint Power Allocation and Beamforming Design for Active IRS-Aided Directional Modulation Secure Systems
by: Zhao, Yifan, et al.
Published: (2024)
by: Zhao, Yifan, et al.
Published: (2024)
Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems
by: Ma, Mengyuan, et al.
Published: (2024)
by: Ma, Mengyuan, et al.
Published: (2024)
Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems
by: Ye, Junjie, et al.
Published: (2024)
by: Ye, Junjie, et al.
Published: (2024)
Joint Phase Time Array: Opportunities, Challenges and System Design Considerations
by: Nam, Young-Han, et al.
Published: (2024)
by: Nam, Young-Han, et al.
Published: (2024)
Beam Profiling and Beamforming Modeling for mmWave NextG Networks
by: Fathalla, Efat Samir, et al.
Published: (2024)
by: Fathalla, Efat Samir, et al.
Published: (2024)
Semantic-driven Wireless Environment Knowledge Representation for Efficiency-Accuracy Balanced Beam Prediction in Vehicular Networks
by: Wang, Jialin, et al.
Published: (2025)
by: Wang, Jialin, et al.
Published: (2025)
GPASS: Deep Learning for Beamforming in Pinching-Antenna Systems (PASS)
by: Guo, Jia, et al.
Published: (2025)
by: Guo, Jia, et al.
Published: (2025)
Deep Learning-Based Computer Vision for Beam Selection and Proactive Blockage Prediction
by: Karunasena, Sachira, et al.
Published: (2026)
by: Karunasena, Sachira, et al.
Published: (2026)
Towards Secure ISAC Beamforming: How Many Dedicated Sensing Beams Are Required?
by: Xia, Fanghao, et al.
Published: (2025)
by: Xia, Fanghao, et al.
Published: (2025)
Joint Sparsity Pattern Learning Based Channel Estimation for Massive MIMO-OTFS Systems
by: Meng, Kuo, et al.
Published: (2024)
by: Meng, Kuo, et al.
Published: (2024)
Low-Complexity Near-Field Beam Training with DFT Codebook based on Beam Pattern Analysis
by: Wang, Zijun, et al.
Published: (2025)
by: Wang, Zijun, et al.
Published: (2025)
Similar Items
-
Robust Multi-Stream Massive MIMO Satellite Systems Based on Statistical CSI
by: Yan, Hangsong, et al.
Published: (2026) -
CFARNet: Learning-Based High-Resolution Multi-Target Detection for Rainbow Beam Radar
by: Liang, Qiushi, et al.
Published: (2025) -
Millimeter-Wave Energy-Efficient Hybrid Beamforming Architecture and Algorithm
by: Zhang, Hongpu, et al.
Published: (2025) -
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
by: Liu, Xingchen, et al.
Published: (2025) -
Hybrid Near/Far-Field Frequency-Dependent Beamforming via Joint Phase-Time Arrays
by: Cai, Yeyue, et al.
Published: (2025)