Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking

Author:

Pratik Kumar1,Amjad Rana Ali1,Behboodi Arash1,Soriaga Joseph B.2,Welling Max1

Affiliation:

1. Qualcomm Technologies Netherlands B.V., Qualcomm AI Research

2. Qualcomm Technologies, Inc., Qualcomm AI Research

Publisher

IEEE

Reference12 articles.

1. Combining Generative and Discriminative Models for Hybrid Inference;satorras;Advances in neural information processing systems,0

2. Optimization of the second order autoregressive model AR(2) for Rayleigh-Jakes flat fading channel estimation with Kalman filter

3. Deep State Space Models for Time Series Forecasting;rangapuram;Advances in neural information processing systems,0

4. Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data;karl;ICLR 2017,0

Cited by 7 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. Adaptive Kalmannet: Data-Driven Kalman Filter with Fast Adaptation;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Reverse Ordering Techniques for Attention-Based Channel Prediction;IEEE Open Journal of Signal Processing;2024

3. Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control;IEEE Journal on Selected Areas in Information Theory;2024

4. Artificial Intelligence in Mobile and Modern Wireless Networks;Advances in Linguistics and Communication Studies;2023-08-25

5. Artificial Intelligence Augmentation for Channel State Information in 5G and 6G;IEEE Wireless Communications;2023-02

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