Robust CSI based smart human sensing
This thesis investigates the current challenges of CSI-based smart human sensing. The author has proposed several new techniques to improve the robustness and training efficiency. Finally, the future research directions in this field are also discussed.
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/166508 |
| _version_ | 1811686403063414784 |
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| author | Wang, Dazhuo |
| author2 | Xie Lihua |
| author_facet | Xie Lihua Wang, Dazhuo |
| author_sort | Wang, Dazhuo |
| collection | NTU |
| description | This thesis investigates the current challenges of CSI-based smart human sensing. The author has proposed several new techniques to improve the robustness and training efficiency. Finally, the future research directions in this field are also discussed. |
| first_indexed | 2024-10-01T04:59:51Z |
| format | Thesis-Doctor of Philosophy |
| id | ntu-10356/166508 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:59:51Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1665082023-07-04T17:02:22Z Robust CSI based smart human sensing Wang, Dazhuo Xie Lihua School of Electrical and Electronic Engineering ELHXIE@ntu.edu.sg Engineering::Electrical and electronic engineering This thesis investigates the current challenges of CSI-based smart human sensing. The author has proposed several new techniques to improve the robustness and training efficiency. Finally, the future research directions in this field are also discussed. Doctor of Philosophy 2023-05-03T00:24:56Z 2023-05-03T00:24:56Z 2023 Thesis-Doctor of Philosophy Wang, D. (2023). Robust CSI based smart human sensing. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166508 https://hdl.handle.net/10356/166508 10.32657/10356/166508 en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Electrical and electronic engineering Wang, Dazhuo Robust CSI based smart human sensing |
| title | Robust CSI based smart human sensing |
| title_full | Robust CSI based smart human sensing |
| title_fullStr | Robust CSI based smart human sensing |
| title_full_unstemmed | Robust CSI based smart human sensing |
| title_short | Robust CSI based smart human sensing |
| title_sort | robust csi based smart human sensing |
| topic | Engineering::Electrical and electronic engineering |
| url | https://hdl.handle.net/10356/166508 |
| work_keys_str_mv | AT wangdazhuo robustcsibasedsmarthumansensing |