A Novel Tree Model-based DNN to Achieve a High-Resolution DOA Estimation via Massive MIMO receive array
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Li, Yifan, Shu, Feng, Zou, Jun, Gao, Wei, Song, Yaoliang, Wang, Jiangzhou |
|---|---|
| Format: | Preprint |
| Publié: |
2023
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
DNN-based Enhanced DOA Sensing via Massive MIMO Receiver with Switches-based Hybrid Architecture
par: Li, Yifan, et autres
Publié: (2024)
par: Li, Yifan, et autres
Publié: (2024)
Multi-Branch DNN and CRLB-Ratio-Weight Fusion for Enhanced DOA Sensing via a Massive H$^2$AD MIMO Receiver
par: Shu, Feng, et autres
Publié: (2025)
par: Shu, Feng, et autres
Publié: (2025)
Machine Learning-based Near-field Emitter Location Sensing via Grouped Hybrid Analog and Digital XL-MIMO Receive Array
par: Bai, Jiatong, et autres
Publié: (2024)
par: Bai, Jiatong, et autres
Publié: (2024)
A New Heterogeneous Hybrid Massive MIMO Receiver with An Intrinsic Ability of Removing Phase Ambiguity of DOA Estimation via Machine Learning
par: Shu, Feng, et autres
Publié: (2023)
par: Shu, Feng, et autres
Publié: (2023)
A Hybrid Dynamic Subarray Architecture for Efficient DOA Estimation in THz Ultra-Massive Hybrid MIMO Systems
par: Tian, Ye, et autres
Publié: (2025)
par: Tian, Ye, et autres
Publié: (2025)
Active RIS-Aided Massive MIMO Uplink Systems with Low-Resolution ADCs
par: Peng, Zhangjie, et autres
Publié: (2024)
par: Peng, Zhangjie, et autres
Publié: (2024)
Co-learning-aided Multi-modal-deep-learning Framework of Passive DOA Estimators for a Heterogeneous Hybrid Massive MIMO Receiver
par: Bai, Jiatong, et autres
Publié: (2024)
par: Bai, Jiatong, et autres
Publié: (2024)
TransMUSIC: A Transformer-Aided Subspace Method for DOA Estimation with Low-Resolution ADCs
par: Ji, Junkai, et autres
Publié: (2023)
par: Ji, Junkai, et autres
Publié: (2023)
Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize
par: Ma, Yifan, et autres
Publié: (2024)
par: Ma, Yifan, et autres
Publié: (2024)
Spectral Efficiency Maximization for Active RIS-aided Cell-Free Massive MIMO Systems with Imperfect CSI
par: Eskandari, Mahdi, et autres
Publié: (2024)
par: Eskandari, Mahdi, et autres
Publié: (2024)
Quantized RIS-aided mmWave Massive MIMO Channel Estimation with Uniform Planar Arrays
par: Wang, Ruizhe, et autres
Publié: (2024)
par: Wang, Ruizhe, et autres
Publié: (2024)
DNN-based Methods of Jointly Sensing Number and Directions of Targets via a Green Massive H2AD MIMO Receiver
par: Deng, Bin, et autres
Publié: (2025)
par: Deng, Bin, et autres
Publié: (2025)
CRB Analysis for Mixed-ADC Based DOA Estimation
par: Zhang, Xinnan, et autres
Publié: (2024)
par: Zhang, Xinnan, et autres
Publié: (2024)
Cell-Free Terahertz Massive MIMO: A Novel Paradigm Beyond Ultra-Massive MIMO
par: Jiang, Wei, et autres
Publié: (2024)
par: Jiang, Wei, et autres
Publié: (2024)
Enhanced channel estimation for near-field IRS-aided multi-user MIMO system via a large deep residual network
par: Wang, Yan, et autres
Publié: (2024)
par: Wang, Yan, et autres
Publié: (2024)
Achieving Distributed MIMO Performance with Repeater-Assisted Cellular Massive MIMO
par: Willhammar, Sara, et autres
Publié: (2024)
par: Willhammar, Sara, et autres
Publié: (2024)
Deep Learning-Based CSI Feedback for RIS-Aided Massive MIMO Systems with Time Correlation
par: Peng, Zhangjie, et autres
Publié: (2024)
par: Peng, Zhangjie, et autres
Publié: (2024)
DOA Estimation via Continuous Aperture Arrays: MUSIC and CRLB
par: Si, Haonan, et autres
Publié: (2025)
par: Si, Haonan, et autres
Publié: (2025)
Achieving Optimal Performance-Cost Trade-Off in Hierarchical Cell-Free Massive MIMO
par: Jiang, Wei, et autres
Publié: (2025)
par: Jiang, Wei, et autres
Publié: (2025)
DOA Estimation via Optimal Weighted Low-Rank Matrix Completion
par: Razavikia, Saeed, et autres
Publié: (2025)
par: Razavikia, Saeed, et autres
Publié: (2025)
Resonant Beam Multi-Target DOA Estimation
par: Guo, Yixuan, et autres
Publié: (2024)
par: Guo, Yixuan, et autres
Publié: (2024)
Hybrid Precoding with Per-Beam Timing Advance for Asynchronous Cell-free mmWave Massive MIMO-OFDM Systems
par: Xin, Pengzhe, et autres
Publié: (2024)
par: Xin, Pengzhe, et autres
Publié: (2024)
Mixture-of-Experts Diffusion Models for Adaptive Massive MIMO Channel Estimation via Variational Bayesian Inference
par: Jiang, Zhuorui, et autres
Publié: (2026)
par: Jiang, Zhuorui, et autres
Publié: (2026)
Performance Analysis of Local Partial MMSE Precoding Based User-Centric Cell-Free Massive MIMO Systems and Deployment Optimization
par: Jiang, Peng, et autres
Publié: (2024)
par: Jiang, Peng, et autres
Publié: (2024)
The Future is Fluid: Revolutionizing DOA Estimation with Sparse Fluid Antennas
par: Xu, He, et autres
Publié: (2025)
par: Xu, He, et autres
Publié: (2025)
Channel Estimation for RIS-Aided MU-MIMO mmWave Systems with Direct Channel Links
par: Zhang, Taihao, et autres
Publié: (2025)
par: Zhang, Taihao, et autres
Publié: (2025)
Robust Multi-Stream Massive MIMO Satellite Systems Based on Statistical CSI
par: Yan, Hangsong, et autres
Publié: (2026)
par: Yan, Hangsong, et autres
Publié: (2026)
Pseudo MIMO (pMIMO): An Energy and Spectral Efficient MIMO-OFDM System
par: Wang, Sen, et autres
Publié: (2024)
par: Wang, Sen, et autres
Publié: (2024)
Beyond MMSE: Rank-1 Subspace Channel Estimator for Massive MIMO Systems
par: Li, Bin, et autres
Publié: (2024)
par: Li, Bin, et autres
Publié: (2024)
Rotatable Antenna-array-enhanced Direction-sensing for Low-altitude Communication Network: Method and Performance
par: Jiang, Jinbing, et autres
Publié: (2025)
par: Jiang, Jinbing, et autres
Publié: (2025)
FDD Channel Estimation via Covariance Identification in Wideband Massive MIMO Systems
par: González-Coma, José, et autres
Publié: (2018)
par: González-Coma, José, et autres
Publié: (2018)
Digital and Hybrid Precoding Designs in Massive MIMO with Low-Resolution ADCs
par: Ma, Mengyuan, et autres
Publié: (2024)
par: Ma, Mengyuan, et autres
Publié: (2024)
Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs
par: Ma, Mengyuan, et autres
Publié: (2023)
par: Ma, Mengyuan, et autres
Publié: (2023)
A Novel Pilot Scheme for Uplink Channel Estimation for Sub-array Structured ELAA in XL-MIMO systems
par: Zhang, Yumeng, et autres
Publié: (2025)
par: Zhang, Yumeng, et autres
Publié: (2025)
Ambiguity-Free Broadband DOA Estimation Relying on Parameterized Time-Frequency Transform
par: Wang, Wei, et autres
Publié: (2025)
par: Wang, Wei, et autres
Publié: (2025)
Multi-user Wireless Image Semantic Transmission over MIMO Multiple Access Channels
par: Xie, Bingyan, et autres
Publié: (2025)
par: Xie, Bingyan, et autres
Publié: (2025)
Channel Estimation for mmWave MIMO-OFDM Systems in High-Mobility Scenarios: Instantaneous Model or Statistical Model?
par: Wang, Ruizhe, et autres
Publié: (2024)
par: Wang, Ruizhe, et autres
Publié: (2024)
Non-uniform Array and Frequency Spacing for Regularization-free Gridless DOA
par: Wu, Yifan, et autres
Publié: (2024)
par: Wu, Yifan, et autres
Publié: (2024)
Variational Bayesian Channel Estimation and Data Detection for Cell-Free Massive MIMO with Low-Resolution Quantized Fronthaul Links
par: Nassirpour, Sajjad, et autres
Publié: (2025)
par: Nassirpour, Sajjad, et autres
Publié: (2025)
Auto-Calibration and 2D-DOA Estimation in UCAs via an Integrated Wideband Dictionary
par: Bozorgasl, Zavareh, et autres
Publié: (2024)
par: Bozorgasl, Zavareh, et autres
Publié: (2024)
Documents similaires
-
DNN-based Enhanced DOA Sensing via Massive MIMO Receiver with Switches-based Hybrid Architecture
par: Li, Yifan, et autres
Publié: (2024) -
Multi-Branch DNN and CRLB-Ratio-Weight Fusion for Enhanced DOA Sensing via a Massive H$^2$AD MIMO Receiver
par: Shu, Feng, et autres
Publié: (2025) -
Machine Learning-based Near-field Emitter Location Sensing via Grouped Hybrid Analog and Digital XL-MIMO Receive Array
par: Bai, Jiatong, et autres
Publié: (2024) -
A New Heterogeneous Hybrid Massive MIMO Receiver with An Intrinsic Ability of Removing Phase Ambiguity of DOA Estimation via Machine Learning
par: Shu, Feng, et autres
Publié: (2023) -
A Hybrid Dynamic Subarray Architecture for Efficient DOA Estimation in THz Ultra-Massive Hybrid MIMO Systems
par: Tian, Ye, et autres
Publié: (2025)