Transfer Learning to adapt 5G AI-based Fingerprint Localization across Environments

Author:

Stahlke Maximilian1,Feigl Tobias1,Garcia Mario H. Castaneda2,Stirling-Gallacher Richard A.2,Seitz Jochen1,Mutschler Christopher1

Affiliation:

1. Fraunhofer Institute for Integrated Circuits IIS,Fraunhofer IIS,Division Precise Positioning and Analytics Department,Nürnberg,Germany

2. Huawei Technologies Duesseldorf GmbH,Munich Research Center,Munich,Germany

Publisher

IEEE

Reference16 articles.

1. On Deep Learning-Based Massive MIMO Indoor User Localization

2. Transfer learning for convolutional indoor positioning systems;klus;International Conference on Indoor Positioning and Indoor Navigation (IPIN2010),2022

3. Towards Practical Indoor Positioning Based on Massive MIMO Systems

4. QuaDRiGa: A 3-D Multi-Cell Channel Model With Time Evolution for Enabling Virtual Field Trials

5. Study on channel model for frequencies from 0.5 to 100 GHz;3GPP Tech Rep TR 38 901,2020

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. RSSI-based fingerprint localization in LoRaWAN networks using CNNs with squeeze and excitation blocks;Ad Hoc Networks;2024-06

2. Dynamic Anomaly Detection in 5G-Connected IoT Devices using Transfer Learning;2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI);2024-04-13

3. Uncovering the Potential of Indoor Localization: Role of Deep and Transfer Learning;IEEE Access;2024

4. Velocity-Based Channel Charting With Spatial Distribution Map Matching;IEEE Journal of Indoor and Seamless Positioning and Navigation;2024

5. Uncertainty-Based Fingerprinting Model Monitoring for Radio Localization;IEEE Journal of Indoor and Seamless Positioning and Navigation;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3