Smart antenna beamforming using bat algorithm
5G is termed as our next generation mobile network. It does not just improve traffic capacity and spectrum efficiency, it also allows various kinds of devices to communicate with unprecedented speed and complexity. SMART antenna will be studied in this project in order to improve capacity and spectr...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2017
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| Online Access: | http://hdl.handle.net/10356/72280 |
| _version_ | 1826122775559929856 |
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| author | Han, Quan |
| author2 | Lu Yilong |
| author_facet | Lu Yilong Han, Quan |
| author_sort | Han, Quan |
| collection | NTU |
| description | 5G is termed as our next generation mobile network. It does not just improve traffic capacity and spectrum efficiency, it also allows various kinds of devices to communicate with unprecedented speed and complexity. SMART antenna will be studied in this project in order to improve capacity and spectrum efficiency. SMART antenna is an antenna array which contains spatial information (such as propagation direction) . The antenna array locates and track the signal source intelligently and perform spatial filtering based on this information.
In this project, an new optimisation algorithm termed as BAT algorithm will be studied and applied to beam forming problems in SMART antenna applications. The project will be based on MATLAB simulation and a series of simulation studies including sideline suppression, wide nulling, and array failure correcting and comparison with other evolutionary optimisation algorithms, such as genetic algorithm and partial swam optimisation. |
| first_indexed | 2024-10-01T05:53:42Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/72280 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:53:42Z |
| publishDate | 2017 |
| record_format | dspace |
| spelling | ntu-10356/722802023-07-07T16:21:46Z Smart antenna beamforming using bat algorithm Han, Quan Lu Yilong School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering 5G is termed as our next generation mobile network. It does not just improve traffic capacity and spectrum efficiency, it also allows various kinds of devices to communicate with unprecedented speed and complexity. SMART antenna will be studied in this project in order to improve capacity and spectrum efficiency. SMART antenna is an antenna array which contains spatial information (such as propagation direction) . The antenna array locates and track the signal source intelligently and perform spatial filtering based on this information. In this project, an new optimisation algorithm termed as BAT algorithm will be studied and applied to beam forming problems in SMART antenna applications. The project will be based on MATLAB simulation and a series of simulation studies including sideline suppression, wide nulling, and array failure correcting and comparison with other evolutionary optimisation algorithms, such as genetic algorithm and partial swam optimisation. Bachelor of Engineering 2017-05-31T07:38:20Z 2017-05-31T07:38:20Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/72280 en Nanyang Technological University 57 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering Han, Quan Smart antenna beamforming using bat algorithm |
| title | Smart antenna beamforming using bat algorithm |
| title_full | Smart antenna beamforming using bat algorithm |
| title_fullStr | Smart antenna beamforming using bat algorithm |
| title_full_unstemmed | Smart antenna beamforming using bat algorithm |
| title_short | Smart antenna beamforming using bat algorithm |
| title_sort | smart antenna beamforming using bat algorithm |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/72280 |
| work_keys_str_mv | AT hanquan smartantennabeamformingusingbatalgorithm |