Mitigating interference via spatial and spectral nulling
Phase-only transmit nulling may help the next generation of radar systems operate in an over-crowded radio frequency spectrum. The reiterative uniform weight optimisation (RUWO) algorithm generates constant modulus radar waveforms with spatial, frequency or space–frequency nulls for multiple-input m...
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| Published in | IET radar, sonar & navigation Vol. 8; no. 2; pp. 84 - 93 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Stevenage
The Institution of Engineering and Technology
01.02.2014
The Institution of Engineering & Technology |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1751-8784 1751-8792 |
| DOI | 10.1049/iet-rsn.2013.0194 |
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| Abstract | Phase-only transmit nulling may help the next generation of radar systems operate in an over-crowded radio frequency spectrum. The reiterative uniform weight optimisation (RUWO) algorithm generates constant modulus radar waveforms with spatial, frequency or space–frequency nulls for multiple-input multiple-output (MIMO) transmit arrays by utilising the maximum signal-to-interference plus noise ratio framework in a reiterative fashion. This study presents loop-back and open air experimental results, obtained using an eight-channel X-band coherent MIMO radar test bed, that demonstrate the use of RUWO to generate constant modulus waveforms that possess spatial and/or frequency nulls. The RUWO algorithm is first used to deterministically generate phase-only weights that produce spatial, frequency or space–frequency nulls at baseband in a loop-back configuration. The algorithm is then utilised to generate weights to produce spatial nulls, both deterministically and adaptively, for the full eight-channel test bed in an open air configuration. The deterministic and adaptive strategies are compared; results demonstrate that RUWO can be used to create spatial nulls and highlight the need for careful calibration of both the transmitter and the receiver. |
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| AbstractList | Phase‐only transmit nulling may help the next generation of radar systems operate in an over‐crowded radio frequency spectrum. The reiterative uniform weight optimisation (RUWO) algorithm generates constant modulus radar waveforms with spatial, frequency or space–frequency nulls for multiple‐input multiple‐output (MIMO) transmit arrays by utilising the maximum signal‐to‐interference plus noise ratio framework in a reiterative fashion. This study presents loop‐back and open air experimental results, obtained using an eight‐channel X‐band coherent MIMO radar test bed, that demonstrate the use of RUWO to generate constant modulus waveforms that possess spatial and/or frequency nulls. The RUWO algorithm is first used to deterministically generate phase‐only weights that produce spatial, frequency or space–frequency nulls at baseband in a loop‐back configuration. The algorithm is then utilised to generate weights to produce spatial nulls, both deterministically and adaptively, for the full eight‐channel test bed in an open air configuration. The deterministic and adaptive strategies are compared; results demonstrate that RUWO can be used to create spatial nulls and highlight the need for careful calibration of both the transmitter and the receiver. Phase-only transmit nulling may help the next generation of radar systems operate in an over-crowded radio frequency spectrum. The reiterative uniform weight optimisation (RUWO) algorithm generates constant modulus radar waveforms with spatial, frequency or space-frequency nulls for multiple-input multiple-output (MIMO) transmit arrays by utilising the maximum signal-to-interference plus noise ratio framework in a reiterative fashion. This study presents loop-back and open air experimental results obtained, using an eight-channel X-band coherent MIMO radar test bed, that demonstrate the use of RUWO to generate constant modulus waveforms that possess spatial and/or frequency nulls. The algorithm is then utilised to generate weights to produce spatial nulls, both deterministically and adaptively, for the full eight-channel test bed in an open air configuration. The deterministic and adaptive strategies are compared; results demonstrate that, RUWO can be used to create spatial nulls and highlight the need for careful calibration of both the transmitter and the receiver. |
| Author | Shackelford, Aaron K Webster, Tegan Higgins, Thomas |
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| Cites_doi | 10.1109/7.53412 10.1109/7.722721 |
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| Keywords | over-crowded radiofrequency spectrum iterative methods spatial nulling open air configuration MIMO transmit arrays MIMO radar phase-only weights open air experiment transmitter space-frequency nulls interference mitigation radar transmitters multiple-input multiple-output transmit arrays interference suppression receiver spectral nulling reiterative uniform weight optimisation algorithm signal-to-interference-plus noise ratio framework eight-channel X-band coherent MIMO radar test bed RUWO algorithm radar receivers loop-back configuration loop-back experiment next generation radar system constant modulus radar waveforms phase-only transmit nulling |
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| References | Gerlach, K. (C1) 1998; 34 Gerlach, K.; Kretschmer, F.E. (C8) 1990; 26 May 2013 May 2011 May 2010 August 2010 March 1984 1990; 26 May 2009 1998; 34 October 2012 e_1_2_8_2_1 Higgins T. (e_1_2_8_8_1) 2013 Levi A. (e_1_2_8_10_1) 1984 Cook M.R. (e_1_2_8_5_1) 2010 Higgins T. (e_1_2_8_7_1) 2012 Day D.A. (e_1_2_8_3_1) 2009 e_1_2_8_9_1 Selesnick I.W. (e_1_2_8_4_1) 2010 Selesnick I.W. (e_1_2_8_6_1) 2011 |
| References_xml | – volume: 34 start-page: 1356 issue: 2 year: 1998 end-page: 1361 ident: C1 article-title: Thinned spectrum ultrawideband waveforms using stepped-frequency polyphase codes publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 26 start-page: 44 issue: 1 year: 1990 end-page: 56 ident: C8 article-title: Convergence properties of Gram-Schmidt and SMI adaptive algorithms publication-title: IEEE Trans. Aerosp. Electron. Syst. – start-page: 238 year: August 2010 end-page: 243 – start-page: 1106 year: May 2011 end-page: 1110 – start-page: 1 year: May 2013 end-page: 6 – start-page: 200 year: May 2010 end-page: 203 – volume: 26 start-page: 44 issue: 1 year: 1990 end-page: 56 article-title: Convergence properties of Gram‐Schmidt and SMI adaptive algorithms publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 34 start-page: 1356 issue: 2 year: 1998 end-page: 1361 article-title: Thinned spectrum ultrawideband waveforms using stepped‐frequency polyphase codes publication-title: IEEE Trans. Aerosp. Electron. Syst. – start-page: 1 year: May 2009 end-page: 4 – start-page: 1 year: October 2012 end-page: 6 – start-page: 88 year: March 1984 end-page: 91 – start-page: 200 volume-title: An iterative algorithm for the construction of notched chirp signals year: 2010 ident: e_1_2_8_4_1 – ident: e_1_2_8_9_1 doi: 10.1109/7.53412 – start-page: 88 volume-title: Mitigating interference via spatial and spectral nulling: open air experimental results year: 1984 ident: e_1_2_8_10_1 – start-page: 1 volume-title: Fast phase‐only pattern nulling for large phased array antennas year: 2009 ident: e_1_2_8_3_1 – start-page: 1 volume-title: Mitigating interference via spatial and spectral nulls year: 2012 ident: e_1_2_8_7_1 – start-page: 238 volume-title: Thinned spectrum radar waveforms year: 2010 ident: e_1_2_8_5_1 – start-page: 1 volume-title: Mitigating interference via spatial and spectral nulling: open air experimental results year: 2013 ident: e_1_2_8_8_1 – ident: e_1_2_8_2_1 doi: 10.1109/7.722721 – start-page: 1106 volume-title: Chirp‐like transmit waveforms with multiple frequency‐notches year: 2011 ident: e_1_2_8_6_1 |
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| Snippet | Phase-only transmit nulling may help the next generation of radar systems operate in an over-crowded radio frequency spectrum. The reiterative uniform weight... Phase‐only transmit nulling may help the next generation of radar systems operate in an over‐crowded radio frequency spectrum. The reiterative uniform weight... |
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| SubjectTerms | Algorithms Arrays constant modulus radar waveforms eight‐channel X‐band coherent MIMO radar test bed interference mitigation interference suppression iterative methods loop‐back configuration loop‐back experiment MIMO radar MIMO transmit arrays multiple‐input multiple‐output transmit arrays next generation radar system Nulling open air configuration open air experiment over‐crowded radiofrequency spectrum phase‐only transmit nulling phase‐only weights Radar radar receivers radar transmitters receiver reiterative uniform weight optimisation algorithm RUWO algorithm signal‐to‐interference‐plus noise ratio framework Sonar space‐frequency nulls spatial nulling Special Issue: Bistatic and MIMO radars and their applications in surveillance and remote sensing Spectra spectral nulling transmitter Waveforms X-band |
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| Title | Mitigating interference via spatial and spectral nulling |
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