Reduced-dimension STAP method for conformal array based on sequential convex programming
Compared with the uniform arrays, the conformal array can effectively reduce the radar cross section and improve the utilization of the limited space in the aircraft. However, the special array structure aggravates the non-stationarity of the clutter, and the typical blocking matrix construction met...
Uložené v:
| Vydané v: | Signal processing Ročník 228; s. 109745 |
|---|---|
| Hlavní autori: | , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier B.V
01.03.2025
|
| Predmet: | |
| ISSN: | 0165-1684 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Compared with the uniform arrays, the conformal array can effectively reduce the radar cross section and improve the utilization of the limited space in the aircraft. However, the special array structure aggravates the non-stationarity of the clutter, and the typical blocking matrix construction method in the space–time adaptive processing (STAP) is not appropriate any more. To address these issues, a reduced dimension STAP algorithm based on penalty sequential convex programming in the generalized sidelobe cancellation structure is proposed. The blocking matrix, channel selection vector and STAP weights can be optimized simultaneously in the algorithm framework. To tackle the resultant nonconvex problem, we formulate the original optimization function as a quasi-convex form and solve these parameters alternately within an iterative framework. Numerical simulations are provided to validate the proposed method and demonstrate its high performance.
•Reduced dimension space-time adaptive processing for the conformal arrays.•Processing framework based on the generalized sidelobe cancellation.•Joint optimization of blocking matrix, channel selection and filter weights.•Solving resultant nonconvex problem with sequential convex programming. |
|---|---|
| AbstractList | Compared with the uniform arrays, the conformal array can effectively reduce the radar cross section and improve the utilization of the limited space in the aircraft. However, the special array structure aggravates the non-stationarity of the clutter, and the typical blocking matrix construction method in the space–time adaptive processing (STAP) is not appropriate any more. To address these issues, a reduced dimension STAP algorithm based on penalty sequential convex programming in the generalized sidelobe cancellation structure is proposed. The blocking matrix, channel selection vector and STAP weights can be optimized simultaneously in the algorithm framework. To tackle the resultant nonconvex problem, we formulate the original optimization function as a quasi-convex form and solve these parameters alternately within an iterative framework. Numerical simulations are provided to validate the proposed method and demonstrate its high performance.
•Reduced dimension space-time adaptive processing for the conformal arrays.•Processing framework based on the generalized sidelobe cancellation.•Joint optimization of blocking matrix, channel selection and filter weights.•Solving resultant nonconvex problem with sequential convex programming. |
| ArticleNumber | 109745 |
| Author | Yao, Xueqi Xie, Lei Cheng, Ziyang Shi, Jingxi Wang, Zhihang |
| Author_xml | – sequence: 1 givenname: Jingxi orcidid: 0000-0001-7018-3090 surname: Shi fullname: Shi, Jingxi email: sjx753951@hotmail.com organization: The School of Computer and Software Engineering, Xihua University, China – sequence: 2 givenname: Xueqi surname: Yao fullname: Yao, Xueqi organization: The College of Applied Mathematics, Chengdu University of Information Technology, China – sequence: 3 givenname: Zhihang orcidid: 0000-0002-5779-8215 surname: Wang fullname: Wang, Zhihang organization: The School of Information and Communication Engineering, University of Electronic Science and Technology of China, China – sequence: 4 givenname: Ziyang surname: Cheng fullname: Cheng, Ziyang organization: The School of Information and Communication Engineering, University of Electronic Science and Technology of China, China – sequence: 5 givenname: Lei orcidid: 0000-0002-4039-2411 surname: Xie fullname: Xie, Lei organization: The School of Cyber Science and Engineering, Southeast University, China |
| BookMark | eNp9kM1KAzEUhbOoYFt9Axd5galJJpmfjVCKf1BQtIK7kCY3NaWT1GRa7NubMq5dHbjn3nMP3wSNfPCA0A0lM0podbudJbfZxzBjhPE8amsuRmicLVHQquGXaJLSlhBCy4qM0ecbmIMGUxjXgU8uePy-mr_iDvqvYLANEevgs3Rqh1WM6oTXKoHBeTHB9wF877KTd47wg_PfTVRd5_zmCl1YtUtw_adT9PFwv1o8FcuXx-fFfFloJkRfNIQzxUHknkq1utKWUUFb29RtqypRCipq0a4tW1MLqmmgrAzRNSNUccUsK6eID7k6hpQiWLmPrlPxJCmRZyJyKwci8kxEDkTy2d1wBrnb0UGUSTvwmYSLoHtpgvs_4Be7L3B8 |
| Cites_doi | 10.1109/7.625132 10.1109/TSP.2016.2621723 10.1109/TAES.2013.120145 10.1109/TAES.2014.120567 10.1109/TAES.2014.130647 10.1109/TAES.2022.3147136 10.1016/S0165-1684(99)00101-2 10.1016/j.sigpro.2020.107530 10.1109/TSP.2012.2222387 10.1016/j.sigpro.2011.04.006 10.1109/MAES.2004.1263229 10.1109/JSTSP.2007.897053 10.1016/j.dsp.2023.104296 10.1109/TAES.2003.1188894 10.1109/TSP.2018.2847648 10.1109/TAES.1973.309792 10.1109/LSP.2015.2390148 10.1016/j.sigpro.2008.11.006 10.1109/7.250406 10.1109/TSP.2015.2486739 10.1109/MSP.2006.1593336 10.1109/JSEN.2020.2977686 10.1109/TAES.2006.248216 10.1109/78.554317 10.1109/18.737524 10.1109/7.303737 10.1016/j.sigpro.2018.02.008 10.1016/j.sigpro.2013.03.033 10.1109/LGRS.2019.2962065 10.1109/TAES.2023.3281305 10.1109/TAES.2003.1188909 10.1109/TSP.2016.2591502 10.1049/rsn2.12427 10.1049/iet-rsn.2012.0078 10.1109/ACSSC.1992.269236 10.1109/TAES.2006.248218 10.1109/TAES.2020.2983533 10.1109/NRC.2002.999749 10.1016/j.sigpro.2013.10.026 10.1109/TSP.2015.2512535 10.1109/TAES.2006.248200 |
| ContentType | Journal Article |
| Copyright | 2024 Elsevier B.V. |
| Copyright_xml | – notice: 2024 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.sigpro.2024.109745 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| ExternalDocumentID | 10_1016_j_sigpro_2024_109745 S0165168424003657 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 123 1B1 1~. 1~5 4.4 457 4G. 53G 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXKI AAXUO AAYFN ABBOA ABDPE ABFNM ABFRF ABMAC ABXDB ACDAQ ACGFO ACGFS ACNNM ACRLP ACRPL ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEFWE AEKER AENEX AFJKZ AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EJD EO8 EO9 EP2 EP3 F0J F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HLZ HVGLF HZ~ IHE J1W JJJVA KOM LG9 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SDP SES SEW SPC SPCBC SST SSV SSZ T5K TAE TN5 WUQ XPP ZMT ~02 ~G- 9DU AATTM AAYWO AAYXX ABJNI ABWVN ACLOT ACVFH ADCNI ADNMO AEIPS AEUPX AFPUW AGQPQ AIGII AIIUN AKBMS AKYEP ANKPU APXCP CITATION EFKBS EFLBG ~HD |
| ID | FETCH-LOGICAL-c255t-8042a4e5097aa9c6cf21519f8799a653515759bf2b1fea88e36d0c7201a4a2f23 |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001353590800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0165-1684 |
| IngestDate | Sat Nov 29 03:23:05 EST 2025 Wed Dec 04 16:48:32 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Convex optimization Reduced dimension Conformal array Space-time adaptive processing (STAP) |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c255t-8042a4e5097aa9c6cf21519f8799a653515759bf2b1fea88e36d0c7201a4a2f23 |
| ORCID | 0000-0001-7018-3090 0000-0002-4039-2411 0000-0002-5779-8215 |
| ParticipantIDs | crossref_primary_10_1016_j_sigpro_2024_109745 elsevier_sciencedirect_doi_10_1016_j_sigpro_2024_109745 |
| PublicationCentury | 2000 |
| PublicationDate | March 2025 2025-03-00 |
| PublicationDateYYYYMMDD | 2025-03-01 |
| PublicationDate_xml | – month: 03 year: 2025 text: March 2025 |
| PublicationDecade | 2020 |
| PublicationTitle | Signal processing |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V |
| Publisher_xml | – sequence: 0 name: Elsevier B.V |
| References | Guerci, Baranoski (b14) 2006; 23 Melvin, Showman (b38) 2006; 42 Zhang, He, Li, Liu (b46) 2013; 7 Xie, He, Tong, Liu, Li, Xi (b18) 2022; 60 Gerlach, Picciolo (b37) 2003; 39 Huang, Yang, Zou, Xia, Liao (b10) 2022; 58 Huang, Yang, Zou, Xia, Liao, Zhang (b7) 2023; 59 Liu, Zhou, Masouros, Li, Luo, Petropulu (b49) 2018; 66 Xie, Wang (b13) 2009; 89 Sun, Meng, Wang, Wang (b40) 2011; 91 Cui, Wang, Wang, Zhang (b44) 2023; 17 Tan, Yang, Li, Mao, Jiang (b43) 2024; 144 Melvin (b4) 2004; 19 De Maio, Orlando, Soloveychik, Wiesel (b36) 2016; 64 Goodman, Venkata, Neifeld (b33) 2007; 1 Conte, De Maio, Farina, Foglia (b15) 2006; 42 Deng, Cheng, He (b50) 2020; 20 . Xie, He, Tong, Zhang (b47) 2020; 56 Ginolhac, Forster, Pascal, Ovarlez (b17) 2014; 97 Zhang, He, Li, Liu, Sun (b30) 2014; 50 Wu, Babu, Palomar (b31) 2016; 65 Ma, Huang, Yu, Liang, Liao, Sun, Jiang (b11) 2020; 17 Li, Hu, Qiu, Wu, Browning, Wicks (b32) 2014; 50 Morton, Pasala (b1) 2006; 42 Goldstein, Reed (b22) 1997; 45 Yang, Li, Wang, Jiang (b41) 2013; 93 Wang, Aboutanios, Amin (b28) 2015; 22 Cui, Xing, Yu, Duan (b45) 2022; 59 Josefsson, Persson (b3) 2006 Ward (b5) 1998 Huang, Yang, Xia, Zou, Liu, Liao (b8) 2022; 60 Feng, Guo, Zhang, Gong (b42) 2018; 148 Lin, Blum (b16) 1999; 79 Sen (b19) 2013; 61 Shi, Wang, He, Cheng (b51) 2020; 171 Klemm (b26) 1987; Vol. 134 J. Hiemstra, Colored diagonal loading, in: IEEE Radar Conference, Long Beach, CA, USA, 2002, pp. 386–390 R. DiPietro, Extended factored space-time processing for airborne radar systems, in: IEEE Conference on Signals, Systems and Computers, Vol. 1, Pacific Grove, CA, USA, 1992, pp. 425–430 Soloveychik, Trushin, Wiesel (b35) 2016; 64 Morton, Pasala (b2) 2004; Vol. 2 Huang, Zou, Xia, Liu, Liao (b9) 2022; 60 Sun, Breloy, Babu, Palomar, Pascal, Ginolhac (b20) 2016; 64 Kirsteins, Tufts (b21) 1994; 30 Wang, Chen, Bao, Peng (b25) 2003; 39 Brennan, Reed (b6) 1973 Cui, Duan, Xing, Yu (b29) 2022; 19 Goldstein, Reed, Scharf (b23) 1998; 44 Goldstein, Reed (b48) 1997; 33 Wang, Cai (b24) 1994; 30 Hersey, Melvin, McClellan, Culpepper (b12) 2004 Kang, Monga, Rangaswamy (b34) 2015; 51 Huang (10.1016/j.sigpro.2024.109745_b10) 2022; 58 Cui (10.1016/j.sigpro.2024.109745_b45) 2022; 59 Hersey (10.1016/j.sigpro.2024.109745_b12) 2004 De Maio (10.1016/j.sigpro.2024.109745_b36) 2016; 64 Liu (10.1016/j.sigpro.2024.109745_b49) 2018; 66 Feng (10.1016/j.sigpro.2024.109745_b42) 2018; 148 Huang (10.1016/j.sigpro.2024.109745_b8) 2022; 60 Deng (10.1016/j.sigpro.2024.109745_b50) 2020; 20 Josefsson (10.1016/j.sigpro.2024.109745_b3) 2006 Soloveychik (10.1016/j.sigpro.2024.109745_b35) 2016; 64 Sun (10.1016/j.sigpro.2024.109745_b40) 2011; 91 Yang (10.1016/j.sigpro.2024.109745_b41) 2013; 93 Conte (10.1016/j.sigpro.2024.109745_b15) 2006; 42 Cui (10.1016/j.sigpro.2024.109745_b44) 2023; 17 Gerlach (10.1016/j.sigpro.2024.109745_b37) 2003; 39 10.1016/j.sigpro.2024.109745_b39 Sun (10.1016/j.sigpro.2024.109745_b20) 2016; 64 Wang (10.1016/j.sigpro.2024.109745_b28) 2015; 22 Xie (10.1016/j.sigpro.2024.109745_b18) 2022; 60 Cui (10.1016/j.sigpro.2024.109745_b29) 2022; 19 Kirsteins (10.1016/j.sigpro.2024.109745_b21) 1994; 30 Guerci (10.1016/j.sigpro.2024.109745_b14) 2006; 23 Huang (10.1016/j.sigpro.2024.109745_b7) 2023; 59 Ma (10.1016/j.sigpro.2024.109745_b11) 2020; 17 Ward (10.1016/j.sigpro.2024.109745_b5) 1998 10.1016/j.sigpro.2024.109745_b27 Brennan (10.1016/j.sigpro.2024.109745_b6) 1973 Zhang (10.1016/j.sigpro.2024.109745_b46) 2013; 7 Xie (10.1016/j.sigpro.2024.109745_b47) 2020; 56 Shi (10.1016/j.sigpro.2024.109745_b51) 2020; 171 Goldstein (10.1016/j.sigpro.2024.109745_b23) 1998; 44 Kang (10.1016/j.sigpro.2024.109745_b34) 2015; 51 Melvin (10.1016/j.sigpro.2024.109745_b4) 2004; 19 Morton (10.1016/j.sigpro.2024.109745_b2) 2004; Vol. 2 Zhang (10.1016/j.sigpro.2024.109745_b30) 2014; 50 Goldstein (10.1016/j.sigpro.2024.109745_b48) 1997; 33 Ginolhac (10.1016/j.sigpro.2024.109745_b17) 2014; 97 Li (10.1016/j.sigpro.2024.109745_b32) 2014; 50 Xie (10.1016/j.sigpro.2024.109745_b13) 2009; 89 Huang (10.1016/j.sigpro.2024.109745_b9) 2022; 60 Sen (10.1016/j.sigpro.2024.109745_b19) 2013; 61 Klemm (10.1016/j.sigpro.2024.109745_b26) 1987; Vol. 134 Tan (10.1016/j.sigpro.2024.109745_b43) 2024; 144 Wang (10.1016/j.sigpro.2024.109745_b24) 1994; 30 Morton (10.1016/j.sigpro.2024.109745_b1) 2006; 42 Wang (10.1016/j.sigpro.2024.109745_b25) 2003; 39 Lin (10.1016/j.sigpro.2024.109745_b16) 1999; 79 Wu (10.1016/j.sigpro.2024.109745_b31) 2016; 65 Goldstein (10.1016/j.sigpro.2024.109745_b22) 1997; 45 Goodman (10.1016/j.sigpro.2024.109745_b33) 2007; 1 Melvin (10.1016/j.sigpro.2024.109745_b38) 2006; 42 |
| References_xml | – volume: 60 start-page: 1 year: 2022 end-page: 16 ident: b18 article-title: Regularized covariance estimation for polarization radar detection in compound Gaussian sea clutter publication-title: IEEE Trans. Geosci. Remote Sens. – volume: 30 start-page: 660 year: 1994 end-page: 670 ident: b24 article-title: On adaptive spatial-temporal processing for airborne surveillance radar systems publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 50 start-page: 254 year: 2014 end-page: 264 ident: b30 article-title: A method for finding best channels in beam-space post-Doppler reduced-dimension STAP publication-title: IEEE Trans. Aerosp. Electron. Syst. – start-page: 237 year: 1973 end-page: 252 ident: b6 article-title: Theory of adaptive radar publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 64 start-page: 1986 year: 2016 end-page: 1998 ident: b20 article-title: Low-complexity algorithms for low rank clutter parameters estimation in radar systems publication-title: IEEE Trans. Signal Process. – volume: 148 start-page: 31 year: 2018 end-page: 40 ident: b42 article-title: Airborne radar space time adaptive processing based on atomic norm minimization publication-title: Signal Process. – volume: 91 start-page: 2222 year: 2011 end-page: 2236 ident: b40 article-title: Direct data domain STAP using sparse representation of clutter spectrum publication-title: Signal Process. – volume: 17 start-page: 1380 year: 2023 end-page: 1390 ident: b44 article-title: A novel sparse recovery-based space-time adaptive processing algorithm based on gridless sparse Bayesian learning for non-sidelooking airborne radar publication-title: IET Radar Sonar Navig. – volume: 93 start-page: 3567 year: 2013 end-page: 3577 ident: b41 article-title: Adaptive clutter suppression based on iterative adaptive approach for airborne radar publication-title: Signal Process. – year: 2006 ident: b3 article-title: Conformal Array Antenna Theory and Design – volume: 19 start-page: 19 year: 2004 end-page: 35 ident: b4 article-title: A STAP overview publication-title: IEEE Aerosp. Electron. Syst. Mag. – volume: 61 start-page: 118 year: 2013 end-page: 130 ident: b19 article-title: OFDM radar space-time adaptive processing by exploiting spatio-temporal sparsity publication-title: IEEE Trans. Signal Process. – volume: 42 start-page: 876 year: 2006 end-page: 890 ident: b1 article-title: Performance analysis of conformal conical arrays for airborne vehicles publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 59 start-page: 6954 year: 2023 end-page: 6970 ident: b7 article-title: Range-ambiguous sea clutter suppression for multichannel spaceborne radar applications via alternating APC processing publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 50 start-page: 2440 year: 2014 end-page: 2455 ident: b32 article-title: Demonstration of cognitive radar for target localization under interference publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 56 start-page: 3985 year: 2020 end-page: 4000 ident: b47 article-title: A recursive angle-Doppler channel selection method for reduced-dimension space-time adaptive processing publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 60 start-page: 1 year: 2022 end-page: 21 ident: b9 article-title: A novel dimension-reduced space–time adaptive processing algorithm for spaceborne multichannel surveillance radar systems based on spatial–temporal 2-D sliding window publication-title: IEEE Trans. Geosci. Remote Sens. – volume: 58 start-page: 3236 year: 2022 end-page: 3260 ident: b10 article-title: Multichannel clutter modeling, analysis, and suppression for missile-borne radar systems publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 42 start-page: 1021 year: 2006 end-page: 1042 ident: b38 article-title: An approach to knowledge-aided covariance estimation publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 17 start-page: 2045 year: 2020 end-page: 2049 ident: b11 article-title: An efficient coherent integration method for maneuvering target detection with nonuniform pulse sampling based on filterbank framework publication-title: IEEE Geosci. Remote Sens. Lett. – volume: 22 start-page: 1156 year: 2015 end-page: 1160 ident: b28 article-title: Reduced-rank STAP for slow-moving target detection by antenna-pulse selection publication-title: IEEE Signal Process. Lett. – volume: 64 start-page: 244 year: 2016 end-page: 257 ident: b35 article-title: Group symmetric robust covariance estimation publication-title: IEEE Trans. Signal Process. – volume: 33 start-page: 1309 year: 1997 end-page: 1325 ident: b48 article-title: Theory of partially adaptive radar publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 79 start-page: 273 year: 1999 end-page: 287 ident: b16 article-title: Robust STAP algorithms using prior knowledge for airborne radar applications publication-title: Signal Process. – volume: 65 start-page: 779 year: 2016 end-page: 793 ident: b31 article-title: Cognitive radar-based sequence design via SINR maximization publication-title: IEEE Trans. Signal Process. – volume: Vol. 134 start-page: 269 year: 1987 end-page: 276 ident: b26 article-title: Adaptive airborne MTI: an auxiliary channel approach publication-title: IEE Proceedings F (Communications, Radar and Signal Processing) – volume: 7 start-page: 295 year: 2013 end-page: 303 ident: b46 article-title: Multiple-input-multiple-output radar multistage multiple-beam beamspace reduced-dimension space-time adaptive processing publication-title: IET Radar Sonar Navig. – volume: 97 start-page: 242 year: 2014 end-page: 251 ident: b17 article-title: Exploiting persymmetry for low-rank space time adaptive processing publication-title: Signal Process. – volume: 39 start-page: 269 year: 2003 end-page: 281 ident: b37 article-title: Airborne/spacebased radar STAP using a structured covariance matrix publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 59 start-page: 907 year: 2022 end-page: 922 ident: b45 article-title: Tensor-based sparse recovery space-time adaptive processing for large size data clutter suppression in airborne radar publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 89 start-page: 883 year: 2009 end-page: 893 ident: b13 article-title: STAP for airborne radar with cylindrical phased array antennas publication-title: Signal Process. – volume: 42 start-page: 1058 year: 2006 end-page: 1079 ident: b15 article-title: Design and analysis of a knowledge-aided radar detector for Doppler processing publication-title: IEEE Trans. Aerosp. Electron. Syst. – start-page: 568 year: 2004 end-page: 572 ident: b12 article-title: Adaptive conformal array radar publication-title: Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509) – volume: 45 start-page: 492 year: 1997 end-page: 496 ident: b22 article-title: Reduced-rank adaptive filtering publication-title: IEEE Trans. Signal Process. – volume: 1 start-page: 105 year: 2007 end-page: 113 ident: b33 article-title: Adaptive waveform design and sequential hypothesis testing for target recognition with active sensors publication-title: IEEE J. Sel. Top. Sign. Proces. – volume: 64 start-page: 6299 year: 2016 end-page: 6312 ident: b36 article-title: Invariance theory for adaptive detection in interference with group symmetric covariance matrix publication-title: IEEE Trans. Signal Process. – volume: 144 year: 2024 ident: b43 article-title: Gridless sparse recovery STAP algorithm with array amplitude-phase errors for non-uniform linear array publication-title: Digit. Signal Process. – volume: 23 start-page: 41 year: 2006 end-page: 50 ident: b14 article-title: Knowledge-aided adaptive radar at DARPA: an overview publication-title: IEEE Signal Process. Mag. – volume: 39 start-page: 70 year: 2003 end-page: 81 ident: b25 article-title: Robust space-time adaptive processing for airborne radar in nonhomogeneous clutter environments publication-title: IEEE Trans. Aerosp. Electron. Syst. – reference: R. DiPietro, Extended factored space-time processing for airborne radar systems, in: IEEE Conference on Signals, Systems and Computers, Vol. 1, Pacific Grove, CA, USA, 1992, pp. 425–430, – volume: 19 start-page: 1 year: 2022 end-page: 5 ident: b29 article-title: Beam-space reduced-dimension 3D-STAP for nonside-looking airborne radar publication-title: IEEE Geosci. Remote Sens. Lett. – volume: Vol. 2 start-page: 1030 year: 2004 end-page: 1039 Vol.2 ident: b2 article-title: Pattern synthesis of conformal arrays for airborne vehicles publication-title: 2004 IEEE Aerospace Conference Proceedings (IEEE Cat. No.04TH8720) – volume: 44 start-page: 2943 year: 1998 end-page: 2959 ident: b23 article-title: A multistage representation of the Wiener filter based on orthogonal projections publication-title: IEEE Trans. Inform. Theory – volume: 60 start-page: 1 year: 2022 end-page: 22 ident: b8 article-title: A novel sea clutter rejection algorithm for spaceborne multichannel radar systems publication-title: IEEE Trans. Geosci. Remote Sens. – start-page: 2/1 year: 1998 end-page: 2/6 ident: b5 article-title: Space-time adaptive processing for airborne radar publication-title: IEE Colloquium on Space-Time Adaptive Processing (Ref. No. 1998/241) – volume: 51 start-page: 775 year: 2015 end-page: 785 ident: b34 article-title: Computationally efficient toeplitz approximation of structured covariance under a rank constraint publication-title: IEEE Trans. Aerosp. Electron. Syst. – reference: . – volume: 30 start-page: 55 year: 1994 end-page: 67 ident: b21 article-title: Adaptive detection using low rank approximation to a data matrix publication-title: IEEE Trans. Aerosp. Electron. Syst. – reference: J. Hiemstra, Colored diagonal loading, in: IEEE Radar Conference, Long Beach, CA, USA, 2002, pp. 386–390, – volume: 171 year: 2020 ident: b51 article-title: Constrained waveform design for dual-functional MIMO radar-communication system publication-title: Signal Process. – volume: 66 start-page: 4264 year: 2018 end-page: 4279 ident: b49 article-title: Toward dual-functional radar-communication systems: Optimal waveform design publication-title: IEEE Trans. Signal Process. – volume: 20 start-page: 7326 year: 2020 end-page: 7336 ident: b50 article-title: Co-design of waveform correlation matrix and antenna positions for MIMO radar transmit beampattern formation publication-title: IEEE Sens. J. – volume: 19 start-page: 1 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b29 article-title: Beam-space reduced-dimension 3D-STAP for nonside-looking airborne radar publication-title: IEEE Geosci. Remote Sens. Lett. – volume: 33 start-page: 1309 issue: 4 year: 1997 ident: 10.1016/j.sigpro.2024.109745_b48 article-title: Theory of partially adaptive radar publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/7.625132 – volume: 65 start-page: 779 issue: 3 year: 2016 ident: 10.1016/j.sigpro.2024.109745_b31 article-title: Cognitive radar-based sequence design via SINR maximization publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2016.2621723 – start-page: 568 year: 2004 ident: 10.1016/j.sigpro.2024.109745_b12 article-title: Adaptive conformal array radar – volume: 50 start-page: 254 issue: 1 year: 2014 ident: 10.1016/j.sigpro.2024.109745_b30 article-title: A method for finding best channels in beam-space post-Doppler reduced-dimension STAP publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2013.120145 – volume: 50 start-page: 2440 issue: 4 year: 2014 ident: 10.1016/j.sigpro.2024.109745_b32 article-title: Demonstration of cognitive radar for target localization under interference publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2014.120567 – volume: 60 start-page: 1 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b18 article-title: Regularized covariance estimation for polarization radar detection in compound Gaussian sea clutter publication-title: IEEE Trans. Geosci. Remote Sens. – volume: 51 start-page: 775 issue: 1 year: 2015 ident: 10.1016/j.sigpro.2024.109745_b34 article-title: Computationally efficient toeplitz approximation of structured covariance under a rank constraint publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2014.130647 – volume: 58 start-page: 3236 issue: 4 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b10 article-title: Multichannel clutter modeling, analysis, and suppression for missile-borne radar systems publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2022.3147136 – volume: 79 start-page: 273 issue: 3 year: 1999 ident: 10.1016/j.sigpro.2024.109745_b16 article-title: Robust STAP algorithms using prior knowledge for airborne radar applications publication-title: Signal Process. doi: 10.1016/S0165-1684(99)00101-2 – volume: 171 year: 2020 ident: 10.1016/j.sigpro.2024.109745_b51 article-title: Constrained waveform design for dual-functional MIMO radar-communication system publication-title: Signal Process. doi: 10.1016/j.sigpro.2020.107530 – volume: 61 start-page: 118 issue: 1 year: 2013 ident: 10.1016/j.sigpro.2024.109745_b19 article-title: OFDM radar space-time adaptive processing by exploiting spatio-temporal sparsity publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2222387 – volume: 91 start-page: 2222 issue: 9 year: 2011 ident: 10.1016/j.sigpro.2024.109745_b40 article-title: Direct data domain STAP using sparse representation of clutter spectrum publication-title: Signal Process. doi: 10.1016/j.sigpro.2011.04.006 – volume: 60 start-page: 1 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b9 article-title: A novel dimension-reduced space–time adaptive processing algorithm for spaceborne multichannel surveillance radar systems based on spatial–temporal 2-D sliding window publication-title: IEEE Trans. Geosci. Remote Sens. – volume: 19 start-page: 19 issue: 1 year: 2004 ident: 10.1016/j.sigpro.2024.109745_b4 article-title: A STAP overview publication-title: IEEE Aerosp. Electron. Syst. Mag. doi: 10.1109/MAES.2004.1263229 – volume: 59 start-page: 907 issue: 2 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b45 article-title: Tensor-based sparse recovery space-time adaptive processing for large size data clutter suppression in airborne radar publication-title: IEEE Trans. Aerosp. Electron. Syst. – volume: 1 start-page: 105 issue: 1 year: 2007 ident: 10.1016/j.sigpro.2024.109745_b33 article-title: Adaptive waveform design and sequential hypothesis testing for target recognition with active sensors publication-title: IEEE J. Sel. Top. Sign. Proces. doi: 10.1109/JSTSP.2007.897053 – volume: 144 year: 2024 ident: 10.1016/j.sigpro.2024.109745_b43 article-title: Gridless sparse recovery STAP algorithm with array amplitude-phase errors for non-uniform linear array publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2023.104296 – volume: 39 start-page: 70 issue: 1 year: 2003 ident: 10.1016/j.sigpro.2024.109745_b25 article-title: Robust space-time adaptive processing for airborne radar in nonhomogeneous clutter environments publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2003.1188894 – volume: 66 start-page: 4264 issue: 16 year: 2018 ident: 10.1016/j.sigpro.2024.109745_b49 article-title: Toward dual-functional radar-communication systems: Optimal waveform design publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2018.2847648 – start-page: 2/1 year: 1998 ident: 10.1016/j.sigpro.2024.109745_b5 article-title: Space-time adaptive processing for airborne radar – start-page: 237 issue: 2 year: 1973 ident: 10.1016/j.sigpro.2024.109745_b6 article-title: Theory of adaptive radar publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.1973.309792 – volume: 22 start-page: 1156 issue: 8 year: 2015 ident: 10.1016/j.sigpro.2024.109745_b28 article-title: Reduced-rank STAP for slow-moving target detection by antenna-pulse selection publication-title: IEEE Signal Process. Lett. doi: 10.1109/LSP.2015.2390148 – volume: Vol. 2 start-page: 1030 year: 2004 ident: 10.1016/j.sigpro.2024.109745_b2 article-title: Pattern synthesis of conformal arrays for airborne vehicles – volume: 89 start-page: 883 issue: 5 year: 2009 ident: 10.1016/j.sigpro.2024.109745_b13 article-title: STAP for airborne radar with cylindrical phased array antennas publication-title: Signal Process. doi: 10.1016/j.sigpro.2008.11.006 – volume: 30 start-page: 55 issue: 1 year: 1994 ident: 10.1016/j.sigpro.2024.109745_b21 article-title: Adaptive detection using low rank approximation to a data matrix publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/7.250406 – volume: 64 start-page: 244 issue: 1 year: 2016 ident: 10.1016/j.sigpro.2024.109745_b35 article-title: Group symmetric robust covariance estimation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2486739 – volume: 23 start-page: 41 issue: 1 year: 2006 ident: 10.1016/j.sigpro.2024.109745_b14 article-title: Knowledge-aided adaptive radar at DARPA: an overview publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2006.1593336 – volume: 60 start-page: 1 year: 2022 ident: 10.1016/j.sigpro.2024.109745_b8 article-title: A novel sea clutter rejection algorithm for spaceborne multichannel radar systems publication-title: IEEE Trans. Geosci. Remote Sens. – volume: Vol. 134 start-page: 269 year: 1987 ident: 10.1016/j.sigpro.2024.109745_b26 article-title: Adaptive airborne MTI: an auxiliary channel approach – volume: 20 start-page: 7326 issue: 13 year: 2020 ident: 10.1016/j.sigpro.2024.109745_b50 article-title: Co-design of waveform correlation matrix and antenna positions for MIMO radar transmit beampattern formation publication-title: IEEE Sens. J. doi: 10.1109/JSEN.2020.2977686 – volume: 42 start-page: 1021 issue: 3 year: 2006 ident: 10.1016/j.sigpro.2024.109745_b38 article-title: An approach to knowledge-aided covariance estimation publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2006.248216 – volume: 45 start-page: 492 issue: 2 year: 1997 ident: 10.1016/j.sigpro.2024.109745_b22 article-title: Reduced-rank adaptive filtering publication-title: IEEE Trans. Signal Process. doi: 10.1109/78.554317 – volume: 44 start-page: 2943 issue: 7 year: 1998 ident: 10.1016/j.sigpro.2024.109745_b23 article-title: A multistage representation of the Wiener filter based on orthogonal projections publication-title: IEEE Trans. Inform. Theory doi: 10.1109/18.737524 – volume: 30 start-page: 660 issue: 3 year: 1994 ident: 10.1016/j.sigpro.2024.109745_b24 article-title: On adaptive spatial-temporal processing for airborne surveillance radar systems publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/7.303737 – volume: 148 start-page: 31 year: 2018 ident: 10.1016/j.sigpro.2024.109745_b42 article-title: Airborne radar space time adaptive processing based on atomic norm minimization publication-title: Signal Process. doi: 10.1016/j.sigpro.2018.02.008 – volume: 93 start-page: 3567 issue: 12 year: 2013 ident: 10.1016/j.sigpro.2024.109745_b41 article-title: Adaptive clutter suppression based on iterative adaptive approach for airborne radar publication-title: Signal Process. doi: 10.1016/j.sigpro.2013.03.033 – volume: 17 start-page: 2045 issue: 12 year: 2020 ident: 10.1016/j.sigpro.2024.109745_b11 article-title: An efficient coherent integration method for maneuvering target detection with nonuniform pulse sampling based on filterbank framework publication-title: IEEE Geosci. Remote Sens. Lett. doi: 10.1109/LGRS.2019.2962065 – volume: 59 start-page: 6954 issue: 5 year: 2023 ident: 10.1016/j.sigpro.2024.109745_b7 article-title: Range-ambiguous sea clutter suppression for multichannel spaceborne radar applications via alternating APC processing publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2023.3281305 – volume: 39 start-page: 269 issue: 1 year: 2003 ident: 10.1016/j.sigpro.2024.109745_b37 article-title: Airborne/spacebased radar STAP using a structured covariance matrix publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2003.1188909 – year: 2006 ident: 10.1016/j.sigpro.2024.109745_b3 – volume: 64 start-page: 6299 issue: 23 year: 2016 ident: 10.1016/j.sigpro.2024.109745_b36 article-title: Invariance theory for adaptive detection in interference with group symmetric covariance matrix publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2016.2591502 – volume: 17 start-page: 1380 issue: 9 year: 2023 ident: 10.1016/j.sigpro.2024.109745_b44 article-title: A novel sparse recovery-based space-time adaptive processing algorithm based on gridless sparse Bayesian learning for non-sidelooking airborne radar publication-title: IET Radar Sonar Navig. doi: 10.1049/rsn2.12427 – volume: 7 start-page: 295 issue: 3 year: 2013 ident: 10.1016/j.sigpro.2024.109745_b46 article-title: Multiple-input-multiple-output radar multistage multiple-beam beamspace reduced-dimension space-time adaptive processing publication-title: IET Radar Sonar Navig. doi: 10.1049/iet-rsn.2012.0078 – ident: 10.1016/j.sigpro.2024.109745_b27 doi: 10.1109/ACSSC.1992.269236 – volume: 42 start-page: 876 issue: 3 year: 2006 ident: 10.1016/j.sigpro.2024.109745_b1 article-title: Performance analysis of conformal conical arrays for airborne vehicles publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2006.248218 – volume: 56 start-page: 3985 issue: 5 year: 2020 ident: 10.1016/j.sigpro.2024.109745_b47 article-title: A recursive angle-Doppler channel selection method for reduced-dimension space-time adaptive processing publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2020.2983533 – ident: 10.1016/j.sigpro.2024.109745_b39 doi: 10.1109/NRC.2002.999749 – volume: 97 start-page: 242 year: 2014 ident: 10.1016/j.sigpro.2024.109745_b17 article-title: Exploiting persymmetry for low-rank space time adaptive processing publication-title: Signal Process. doi: 10.1016/j.sigpro.2013.10.026 – volume: 64 start-page: 1986 issue: 8 year: 2016 ident: 10.1016/j.sigpro.2024.109745_b20 article-title: Low-complexity algorithms for low rank clutter parameters estimation in radar systems publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2512535 – volume: 42 start-page: 1058 issue: 3 year: 2006 ident: 10.1016/j.sigpro.2024.109745_b15 article-title: Design and analysis of a knowledge-aided radar detector for Doppler processing publication-title: IEEE Trans. Aerosp. Electron. Syst. doi: 10.1109/TAES.2006.248200 |
| SSID | ssj0001360 |
| Score | 2.4418817 |
| Snippet | Compared with the uniform arrays, the conformal array can effectively reduce the radar cross section and improve the utilization of the limited space in the... |
| SourceID | crossref elsevier |
| SourceType | Index Database Publisher |
| StartPage | 109745 |
| SubjectTerms | Conformal array Convex optimization Reduced dimension Space-time adaptive processing (STAP) |
| Title | Reduced-dimension STAP method for conformal array based on sequential convex programming |
| URI | https://dx.doi.org/10.1016/j.sigpro.2024.109745 |
| Volume | 228 |
| WOSCitedRecordID | wos001353590800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 0165-1684 databaseCode: AIEXJ dateStart: 19950101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0001360 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NT9swFLe2ssM4IAabBgzkw24oU2s7TnysENPGAaHRadEukRPbLIhlXVtQ-e95_korihBM2iWqXhqneb_I7_de3wdCH2tpjQwzyaBS4KCARU9ErfuJUn1lLaZKuR82kZ2e5kUhzsK4o6kbJ5C1bT6fi_F_hRpkALYtnX0G3N2iIIDPADocAXY4Pgn4b7YZq1aJsn37p24_GA3Pwqhol1UILrCjqleHcjKRt4fWkin7r4HPq541rmdIe6PnMX3rdzRwgcaeNxeWxY59lUE86To9uuyAExDNm25HkS4eW1zrv53sR4hT__zV2JD1IstAB3lzG8UhJkHSRVKWD5StFMv42CVPkwH3E-Hi5kt8afjKRu5jCpefps0FPAv48YS5bpu-9-S9Ftnndmm7sk2IpTzNXqI1kqUi76G14dfj4qSzzQPq6sa7nxKLKV3G3-q9HiYrSwRktIk2gueAhx7xN-iFbrfQ-lI_yW1UrGCPLfbYY48BdNxhjx322GGP4YsL7LHHHi9h_xZ9_3w8OvqShNEZSQ0-4gx4ByOSaWCDmZSi5rWx1E6YPBNC8pQCiwX9VIZUA6NlnmvKVb_OgA1KJokh9B3qtX9a_R7hivKKAc_U2lCWGypqahjXnFVGStLPd1ASdVSOfYeUMqYOXpZep6XVael1uoOyqMgysDzP3krA_tErd__5yj30evGafkC92eRa76NX9c2smU4OwktyB9_nemw |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Reduced-dimension+STAP+method+for+conformal+array+based+on+sequential+convex+programming&rft.jtitle=Signal+processing&rft.au=Shi%2C+Jingxi&rft.au=Yao%2C+Xueqi&rft.au=Wang%2C+Zhihang&rft.au=Cheng%2C+Ziyang&rft.date=2025-03-01&rft.pub=Elsevier+B.V&rft.issn=0165-1684&rft.volume=228&rft_id=info:doi/10.1016%2Fj.sigpro.2024.109745&rft.externalDocID=S0165168424003657 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0165-1684&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0165-1684&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0165-1684&client=summon |