Copertina

Transfer Learning-Enhanced Instantaneous Multi-Person Indoor Localization by CSI

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	He, Zhiyuan, Deng, Ke, Gong, Jiangchao, Zhou, Yi, Wang, Desheng
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Signal Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Dynamic Indoor Fingerprinting Localization based on Few-Shot Meta-Learning with CSI Images
di: Jiao, Jiyu, et al.
Pubblicazione: (2024)

On Estimation of Angles of Arrival in Monostatic ISAC Without Instantaneous Transmit CSI
di: Sams, Ataher, et al.
Pubblicazione: (2025)

A CNN-LSTM Quantifier for Single Access Point CSI Indoor Localization
di: Hoang, Minh Tu, et al.
Pubblicazione: (2020)

Enhancing Environment Generalizability for Deep Learning-Based CSI Feedback
di: Wang, Haoyu, et al.
Pubblicazione: (2025)

Transfer Learning for CSI-based Positioning with Multi-environment Meta-learning
di: Foliadis, Anastasios, et al.
Pubblicazione: (2024)

Enhancing WiFi CSI Fingerprinting: A Deep Auxiliary Learning Approach
di: Huang, Yong, et al.
Pubblicazione: (2025)

Enabling Indoor Multi-Person Tracking With 6G mmWave ISAC Systems
di: Wang, Chongrui, et al.
Pubblicazione: (2026)

CSI-RFF: Leveraging Micro-Signals on CSI for RF Fingerprinting of Commodity WiFi
di: Kong, Ruiqi, et al.
Pubblicazione: (2026)

DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification
di: Kong, Ruiqi, et al.
Pubblicazione: (2024)

Synesthesia of Machines (SoM)-Enhanced Wideband Multi-User CSI Learning With LiDAR Sensing
di: Zhang, Haotian, et al.
Pubblicazione: (2024)

Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback
di: Dong, Yanjie, et al.
Pubblicazione: (2025)

CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming
di: Deng, Weicao, et al.
Pubblicazione: (2024)

Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning
di: Kong, Ruiqi, et al.
Pubblicazione: (2024)

Evaluation of An Indoor Localization Engine
di: Villien, Christophe, et al.
Pubblicazione: (2024)

TypeII-CsiNet: CSI Feedback with TypeII Codebook
di: Sang, Yiliang, et al.
Pubblicazione: (2024)

Robust MIMO Semantic Communication with Imperfect CSI via Knowledge Distillation
di: Gong, Mingze, et al.
Pubblicazione: (2025)

A Deep Learning Approach in RIS-based Indoor Localization
di: Aguiar, Rafael A., et al.
Pubblicazione: (2024)

TimeSense: Multi-Person Device-free Indoor Localization via RTT
di: Mohsen, Mohamed, et al.
Pubblicazione: (2024)

Generalizable Learning for Massive MIMO CSI Feedback in Unseen Environments
di: Wang, Haoyu, et al.
Pubblicazione: (2025)

BiCSI: A Binary Encoding and Fingerprint-Based Matching Algorithm for Wi-Fi Indoor Positioning
di: Tang, Pei, et al.
Pubblicazione: (2024)

Deep Learning for CSI Feedback: One-Sided Model and Joint Multi-Module Learning Perspectives
di: Guo, Yiran, et al.
Pubblicazione: (2024)

Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype
di: Yu, Haiyao, et al.
Pubblicazione: (2024)

Statistical CSI Acquisition for Multi-frequency Massive MIMO Systems
di: Tang, Jinke, et al.
Pubblicazione: (2025)

Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security
di: Kotwal, Shashi Bhushan, et al.
Pubblicazione: (2024)

A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection
di: Li, Andong, et al.
Pubblicazione: (2021)

Deep Learning-Based Joint Uplink-Downlink CSI Acquisition for Next-Generation Upper Mid-Band Systems
di: He, Xuan, et al.
Pubblicazione: (2025)

Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize
di: Ma, Yifan, et al.
Pubblicazione: (2024)

Reflection Map Construction: Enhancing and Speeding Up Indoor Localization
di: Johnny, Milad, et al.
Pubblicazione: (2024)

Transfer Learning and Double U-Net Empowered Wave Propagation Model in Complex Indoor Environment
di: Fu, Ziheng, et al.
Pubblicazione: (2024)

Statistical CSI-Based Distributed Precoding Design for OFDM-Cooperative Multi-Satellite Systems
di: Wang, Yafei, et al.
Pubblicazione: (2025)

CovNet: Covariance Information-Assisted CSI Feedback for FDD Massive MIMO Systems
di: Zhuang, Jialin, et al.
Pubblicazione: (2024)

Smart CSI Processing for Accruate Commodity WiFi-based Humidity Sensing
di: Deng, Yirui, et al.
Pubblicazione: (2024)

Quantization Design for Deep Learning-Based CSI Feedback
di: Yin, Manru, et al.
Pubblicazione: (2025)

Evaluation of Sparse Acoustic Array Geometries for Indoor Localization
di: Fischer, Georg K. J., et al.
Pubblicazione: (2024)

CiUAV: A Multi-Task 3D Indoor Localization System for UAVs based on Channel State Information
di: Yin, Cunyi, et al.
Pubblicazione: (2025)

FMCW Lidar Beyond Nyquist by Instantaneous Frequency Fitting
di: Ulvog, Alfred Krister, et al.
Pubblicazione: (2026)

Descriptor: A Hybrid Indoor and Indoor-Outdoor Positioning Multi-Technology Dataset (HYMN)
di: Ammad, Muhammad, et al.
Pubblicazione: (2026)

Sparse Regression Codes exploit Multi-User Diversity without CSI
di: Sandeep, V S V, et al.
Pubblicazione: (2025)

Denoising and Augmentation: A Dual Use of Diffusion Model for Enhanced CSI Recovery
di: Li, Yupeng, et al.
Pubblicazione: (2025)

Enhancing 6G Wireless Intelligence: Do LLMs Work for CSI Prediction?
di: Kazemian, Mohsen, et al.
Pubblicazione: (2026)