A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems
© 2017 Marine Technology Society. Underwater acoustic (UA) channel is often affected by strong impulsive noise. In this paper, a compressive sensing based iterative algorithm is proposed to accurately estimate the channel state information and mitigate the impulsive noise, which is important to ensu...
| Main Authors: | , , , |
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| Format: | Conference Paper |
| Published: |
2017
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| Online Access: | http://hdl.handle.net/20.500.11937/68609 |
| _version_ | 1848761845664448512 |
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| author | Zhang, J. He, Z. Chen, Jaden Rong, Yue |
| author_facet | Zhang, J. He, Z. Chen, Jaden Rong, Yue |
| author_sort | Zhang, J. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | © 2017 Marine Technology Society. Underwater acoustic (UA) channel is often affected by strong impulsive noise. In this paper, a compressive sensing based iterative algorithm is proposed to accurately estimate the channel state information and mitigate the impulsive noise, which is important to ensure high-speed data transmission in UA orthogonal frequency-division multiplexing communication systems. By exploiting the sparsity of the impulsive noise and channel impulse response in the time domain, we adopt the orthogonal matching pursuit algorithm to improve the accuracy of channel estimation with relatively low computational complexity. The proposed algorithm is evaluated through numerical simulations and real data collected during a UA communication experiment conducted in December 2015 in the estuary of the Swan River, Western Australia. The results show that the proposed algorithm has a better performance than existing approaches. |
| first_indexed | 2025-11-14T10:38:09Z |
| format | Conference Paper |
| id | curtin-20.500.11937-68609 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T10:38:09Z |
| publishDate | 2017 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-686092018-06-29T12:26:21Z A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems Zhang, J. He, Z. Chen, Jaden Rong, Yue © 2017 Marine Technology Society. Underwater acoustic (UA) channel is often affected by strong impulsive noise. In this paper, a compressive sensing based iterative algorithm is proposed to accurately estimate the channel state information and mitigate the impulsive noise, which is important to ensure high-speed data transmission in UA orthogonal frequency-division multiplexing communication systems. By exploiting the sparsity of the impulsive noise and channel impulse response in the time domain, we adopt the orthogonal matching pursuit algorithm to improve the accuracy of channel estimation with relatively low computational complexity. The proposed algorithm is evaluated through numerical simulations and real data collected during a UA communication experiment conducted in December 2015 in the estuary of the Swan River, Western Australia. The results show that the proposed algorithm has a better performance than existing approaches. 2017 Conference Paper http://hdl.handle.net/20.500.11937/68609 restricted |
| spellingShingle | Zhang, J. He, Z. Chen, Jaden Rong, Yue A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title | A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title_full | A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title_fullStr | A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title_full_unstemmed | A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title_short | A compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic OFDM systems |
| title_sort | compressive sensing based iterative algorithm for channel and impulsive noise estimation in underwater acoustic ofdm systems |
| url | http://hdl.handle.net/20.500.11937/68609 |