Enhancing Transportation Mode Detection using Multi-scale Sensor Fusion and Spatial-topological Attention

Author:

Chen Runze1ORCID,Ning Tao1ORCID,Zhu Yida2ORCID,Guo Song3ORCID,Luo Haiyong4ORCID,Zhao Fang5ORCID

Affiliation:

1. Beijing University of Posts and Telecommunications, China and Institute of Computing, Chinese Academy of Sciences, China

2. Meituan, China

3. Shunfeng Technology, China

4. Institute of Computing Technology, Chinese Academy of Sciences, China

5. Beijing University of Posts and Telecommunications, China

Funder

National Key Research and Development Program

Strategic Priority Research Program of Chinese Academy of Sciences

Key Research and Development Project from Hebei Province

Fundamental Research Funds for the Central Universities

Key Research Projects of the Joint Research Fund for Beijing Natural Science Foundation and the Fengtai Rail Transit Frontier Research Joint Fund

Open Project of the Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences

Beijing Natural Science Foundation

National Natural Science Foundation of China

Publisher

ACM

Reference19 articles.

1. Human activity recognition with AutoML using smartphone radio data

2. Runze Chen , Haiyong Luo , Fang Zhao , Xuechun Meng , Zhiqing Xie , and Yida Zhu . 2021. Modeling Accurate Human Activity Recognition for Embedded Devices Using Multi-level Distillation. CoRR abs/2107.07331 ( 2021 ). arXiv:2107.07331https://arxiv.org/abs/2107.07331 Runze Chen, Haiyong Luo, Fang Zhao, Xuechun Meng, Zhiqing Xie, and Yida Zhu. 2021. Modeling Accurate Human Activity Recognition for Embedded Devices Using Multi-level Distillation. CoRR abs/2107.07331 (2021). arXiv:2107.07331https://arxiv.org/abs/2107.07331

3. The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices

4. VQF: Highly accurate IMU orientation estimation with bias estimation and magnetic disturbance rejection

5. A ConvNet for the 2020s

Cited by 1 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. Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion Sensors;Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing;2023-10-08

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