Array processing using tensors
In array processing, multiple signal classification (MUSIC) algorithm is usually used to estimate the direction of arrival (DOA).Instead of this, the DOA estimation also can be performed by other method that uses the tensor theory to replace the conventional method. In this project, the program shou...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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2013
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| Online Access: | http://hdl.handle.net/10356/50995 |
| _version_ | 1826114849657061376 |
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| author | Jiang, Xiaoqiao |
| author2 | Ng Boon Poh |
| author_facet | Ng Boon Poh Jiang, Xiaoqiao |
| author_sort | Jiang, Xiaoqiao |
| collection | NTU |
| description | In array processing, multiple signal classification (MUSIC) algorithm is usually used to estimate the direction of arrival (DOA).Instead of this, the DOA estimation also can be performed by other method that uses the tensor theory to replace the conventional method. In this project, the program should be developed by using MATLAB software, and the results of the proposed method can be compared to the conventional method over the following factors: number of snapshots, signal-to-noise ratio (SNR) and no. of factors used in tensor decomposition, etc. |
| first_indexed | 2024-10-01T03:45:54Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/50995 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:45:54Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/509952023-07-07T16:15:04Z Array processing using tensors Jiang, Xiaoqiao Ng Boon Poh School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering In array processing, multiple signal classification (MUSIC) algorithm is usually used to estimate the direction of arrival (DOA).Instead of this, the DOA estimation also can be performed by other method that uses the tensor theory to replace the conventional method. In this project, the program should be developed by using MATLAB software, and the results of the proposed method can be compared to the conventional method over the following factors: number of snapshots, signal-to-noise ratio (SNR) and no. of factors used in tensor decomposition, etc. Bachelor of Engineering 2013-01-02T07:01:33Z 2013-01-02T07:01:33Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/50995 en Nanyang Technological University 53 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering Jiang, Xiaoqiao Array processing using tensors |
| title | Array processing using tensors |
| title_full | Array processing using tensors |
| title_fullStr | Array processing using tensors |
| title_full_unstemmed | Array processing using tensors |
| title_short | Array processing using tensors |
| title_sort | array processing using tensors |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/50995 |
| work_keys_str_mv | AT jiangxiaoqiao arrayprocessingusingtensors |