Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications
<p/> <p>An adaptive hierarchical lapped orthogonal transform (HLOT) exciser is proposed for tracking, localizing, and rejecting the nonstationary interference in direct sequence spread spectrum (DSSS) communications. The method is based on HLOT. It utilizes a fast dynamic programming alg...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2003-01-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1155/S1110865703306055 |
| _version_ | 1818323765251014656 |
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| author | Zhu Yi-Sheng Zhu Li-ping Hu Guang-rui |
| author_facet | Zhu Yi-Sheng Zhu Li-ping Hu Guang-rui |
| author_sort | Zhu Yi-Sheng |
| collection | DOAJ |
| description | <p/> <p>An adaptive hierarchical lapped orthogonal transform (HLOT) exciser is proposed for tracking, localizing, and rejecting the nonstationary interference in direct sequence spread spectrum (DSSS) communications. The method is based on HLOT. It utilizes a fast dynamic programming algorithm to search for the best basis, which matches the interference structure best, in a library of lapped orthogonal bases. The adaptive HLOT differs from conventional block transform and the more advanced modulated lapped transform (MLT) in that the former produces arbitrary time-frequency tiling, which can be adapted to the signal structure, while the latter yields fixed tilings. The time-frequency tiling of the adaptive HLOT can be time varying, so it is also able to track the variations of the signal time-frequency structure. Simulation results show that the proposed exciser brings significant performance improvement in the presence of nonstationary time-localized interference with or without instantaneous frequency (IF) information compared with the existing block transform domain excisers. Also, the proposed exciser is effective in suppressing narrowband interference and combined narrowband and time-localized impulsive interference.</p> |
| first_indexed | 2024-12-13T11:17:53Z |
| format | Article |
| id | doaj.art-cf08d58e7a5145ee9022f6d083e71509 |
| institution | Directory Open Access Journal |
| issn | 1687-6172 1687-6180 |
| language | English |
| last_indexed | 2024-12-13T11:17:53Z |
| publishDate | 2003-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Advances in Signal Processing |
| spelling | doaj.art-cf08d58e7a5145ee9022f6d083e715092022-12-21T23:48:35ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802003-01-01200312579378Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum CommunicationsZhu Yi-ShengZhu Li-pingHu Guang-rui<p/> <p>An adaptive hierarchical lapped orthogonal transform (HLOT) exciser is proposed for tracking, localizing, and rejecting the nonstationary interference in direct sequence spread spectrum (DSSS) communications. The method is based on HLOT. It utilizes a fast dynamic programming algorithm to search for the best basis, which matches the interference structure best, in a library of lapped orthogonal bases. The adaptive HLOT differs from conventional block transform and the more advanced modulated lapped transform (MLT) in that the former produces arbitrary time-frequency tiling, which can be adapted to the signal structure, while the latter yields fixed tilings. The time-frequency tiling of the adaptive HLOT can be time varying, so it is also able to track the variations of the signal time-frequency structure. Simulation results show that the proposed exciser brings significant performance improvement in the presence of nonstationary time-localized interference with or without instantaneous frequency (IF) information compared with the existing block transform domain excisers. Also, the proposed exciser is effective in suppressing narrowband interference and combined narrowband and time-localized impulsive interference.</p>http://dx.doi.org/10.1155/S1110865703306055nonstationary interference excisionadaptive hierarchical lapped orthogonal transformhierarchical binary treebest basis selectiondynamic programming algorithm |
| spellingShingle | Zhu Yi-Sheng Zhu Li-ping Hu Guang-rui Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications EURASIP Journal on Advances in Signal Processing nonstationary interference excision adaptive hierarchical lapped orthogonal transform hierarchical binary tree best basis selection dynamic programming algorithm |
| title | Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications |
| title_full | Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications |
| title_fullStr | Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications |
| title_full_unstemmed | Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications |
| title_short | Nonstationary Interference Excision in Time-Frequency Domain Using Adaptive Hierarchical Lapped Orthogonal Transform for Direct Sequence Spread Spectrum Communications |
| title_sort | nonstationary interference excision in time frequency domain using adaptive hierarchical lapped orthogonal transform for direct sequence spread spectrum communications |
| topic | nonstationary interference excision adaptive hierarchical lapped orthogonal transform hierarchical binary tree best basis selection dynamic programming algorithm |
| url | http://dx.doi.org/10.1155/S1110865703306055 |
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