Study on fractal features of modulation signals
Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension extracted from received signals as features of classification. These features contain the characteristics of magnitude, frequency and phase of signals, a...
Saved in:
| Published in | Science China. Information sciences Vol. 44; no. 2; pp. 152 - 158 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Heidelberg
Springer Nature B.V
01.04.2001
Department of Automatization, Tsinghua University,%Department of Electronic Engineering, University of Electronic Science and Technology of China |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension extracted from received signals as features of classification. These features contain the characteristics of magnitude, frequency and phase of signals, and collect discriminatory information among various modulation modes. They are effective features in classification sense, and are insensitive to noises interfering. The theoretical analysis also proves the above conclusion. The classifier design is very simple based on such features. The simulation results show that the performances of signal classification are superior. |
|---|---|
| AbstractList | TN91; Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension extracted from received signals as features of classification. These features contain the characteristics of magnitude, frequency and phase of signals, and collect discriminatory information among various modulation modes. They are effective features in classification sense, and are insensitive to noises interfering. The theoretical analysis also proves the above conclusion. The classifier design is very simple based on such features. The simulation results show that the performances of signal classification are superior. Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension extracted from received signals as features of classification. These features contain the characteristics of magnitude, frequency and phase of signals, and collect discriminatory information among various modulation modes. They are effective features in classification sense, and are insensitive to noises interfering. The theoretical analysis also proves the above conclusion. The classifier design is very simple based on such features. The simulation results show that the performances of signal classification are superior. |
| Author | Guo, Shuangbing Xiao, Xianci Lü, Tiejun |
| AuthorAffiliation | Department of Automatization, Tsinghua University,%Department of Electronic Engineering, University of Electronic Science and Technology of China |
| AuthorAffiliation_xml | – name: Department of Automatization, Tsinghua University,%Department of Electronic Engineering, University of Electronic Science and Technology of China |
| Author_xml | – sequence: 1 givenname: Tiejun surname: Lü fullname: Lü, Tiejun – sequence: 2 givenname: Shuangbing surname: Guo fullname: Guo, Shuangbing – sequence: 3 givenname: Xianci surname: Xiao fullname: Xiao, Xianci |
| BookMark | eNpFkE1LAzEQhoNUsK1e_AULXkRYO0l283HUYlUoeLD3MM1HaW03NdlF6693SwUv8w68DzPwjMigiY0n5JrCPQWQk8cZMEm5lvyMDKkSrGSKi0G_A-iSyVpekFHOG4CKMU6HZPLedu5QxKYICW2L2yJ4bLvkcxFDsYuu22K77uu8XjW4zZfkPPThr_5yTBazp8X0pZy_Pb9OH-al1UKVDpmCYB14Wcml4NrWwmoMogKuXFVZiagrrgX44CwDBBe4VRaUWwKnlI_J7ensFzYBm5XZxC4d_5uf1ce38YEBUOiH6tGbE7pP8bPzuf1nmT4qqJWqe-ruRNkUc04-mH1a7zAdDAVzVGf-1fFfaD5gYA |
| Cites_doi | 10.1109/MILCOM.1995.483654 10.1016/S0165-1684(96)00165-X 10.1016/0165-1684(91)90012-8 |
| ClassificationCodes | TN91 |
| ContentType | Journal Article |
| Copyright | Science in China Press 2001. Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| Copyright_xml | – notice: Science in China Press 2001. – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| DBID | AAYXX CITATION 8FE 8FG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO GNUQQ HCIFZ JQ2 K7- P5Z P62 PQEST PQQKQ PQUKI 2B. 4A8 92I 93N PSX TCJ |
| DOI | 10.1007/BF02713973 |
| DatabaseName | CrossRef ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central Advanced Technologies & Aerospace Database (1962 - current) ProQuest Central Essentials ProQuest Central Technology Collection ProQuest One Community College ProQuest Central ProQuest Central Student SciTech Premium Collection ProQuest Computer Science Collection Computer Science Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition Wanfang Data Journals - Hong Kong WANFANG Data Centre Wanfang Data Journals 万方数据期刊 - 香港版 China Online Journals (COJ) China Online Journals (COJ) |
| DatabaseTitle | CrossRef Advanced Technologies & Aerospace Collection Computer Science Database ProQuest Central Student Technology Collection ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection ProQuest One Academic Eastern Edition SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest One Academic |
| DatabaseTitleList | Advanced Technologies & Aerospace Collection |
| Database_xml | – sequence: 1 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1862-2836 1869-1919 |
| EndPage | 158 |
| ExternalDocumentID | zgkx_ef200102008 10_1007_BF02713973 |
| GroupedDBID | .86 06D 123 2JN 2LR 4.4 406 408 40E 6NX 8UJ 95- 95. 96X AABHQ AAYXX ABFTV ABKCH ABTMW ADHHG ADURQ ADYFF AEGNC AEOHA AEXYK AFGCZ AGDGC AGQMX AJRNO ALMA_UNASSIGNED_HOLDINGS AMKLP AMYQR B-. BA0 BGNMA CAG CITATION CJPJV COF CS3 CW9 EBS EJD FNLPD HF~ HZ~ IHE I~X I~Z J9A KOV M4Y MA- N2Q NB0 NQJWS NU0 O9- PF0 QOS RIG ROL RPX RSV S27 SAP SCO SDH SNX SOJ T13 U2A UG4 VC2 W48 ~A9 -EM -SI -S~ -Y2 .VR 0R~ 0VY 2B. 2C. 2J2 2JY 2KG 2KM 30V 5VR 5VS 8FE 8FG 8TC 92E 92I 92Q 93N AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AAUYE AAWCG AAXDM AAYIU AAYQN AAYTO ABAKF ABBBX ABDZT ABECU ABHQN ABJNI ABJOX ABKTR ABMQK ABQBU ABSXP ABTEG ABTHY ABTKH ABWNU ABXPI ACAOD ACBXY ACGFO ACGFS ACHSB ACHXU ACIPQ ACKNC ACMDZ ACMLO ACOKC ACREN ACSNA ACZOJ ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADYOE ADZKW AEBTG AEFQL AEGAL AEJHL AEJRE AEMSY AEPYU AESKC AETLH AEVLU AFKRA AFLOW AFQWF AFUIB AFWTZ AFYQB AFZKB AGAYW AGJBK AGMZJ AGQEE AGRTI AGWZB AGYKE AHBYD AHYZX AIAKS AILAN AITGF AJBLW AJZVZ ALWAN AMTXH AMXSW AMYLF AOCGG ARAPS ARMRJ ASPBG AVWKF AXYYD AZFZN AZQEC BDATZ BENPR BGLVJ CAJEI CCEZO CCPQU CHBEP CSCUP CUBFJ DDRTE DNIVK DPUIP DWQXO EBLON EIOEI ESBYG FA0 FEDTE FERAY FFXSO FINBP FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 HCIFZ HG6 HMJXF HRMNR HVGLF IJ- IKXTQ IWAJR IXD J-C JBSCW JQ2 JZLTJ K7- LLZTM NPVJJ O9J P62 P9O PQEST PQQKQ PQUKI PT4 Q-- R89 S16 S3B SCL SHX SJYHP SNE SNPRN SOHCF SPISZ SRMVM SSLCW SZN TCJ TGP TR2 TSG TUC U1G U5S UOJIU UTJUX UZXMN VFIZW W23 YLTOR Z7R Z7X Z83 Z88 ZMTXR 4A8 PSX |
| ID | FETCH-LOGICAL-c968-da280fcd0e747b639c56c9af64038d44c7aa943960efdc20a0df3c8c08db03113 |
| IEDL.DBID | 8FG |
| ISSN | 1009-2757 1674-733X |
| IngestDate | Wed Nov 06 04:29:26 EST 2024 Thu Oct 10 22:02:49 EDT 2024 Fri Aug 23 02:08:09 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c968-da280fcd0e747b639c56c9af64038d44c7aa943960efdc20a0df3c8c08db03113 |
| PQID | 2918625885 |
| PQPubID | 2043626 |
| PageCount | 7 |
| ParticipantIDs | wanfang_journals_zgkx_ef200102008 proquest_journals_2918625885 crossref_primary_10_1007_BF02713973 |
| PublicationCentury | 2000 |
| PublicationDate | 20010401 |
| PublicationDateYYYYMMDD | 2001-04-01 |
| PublicationDate_xml | – month: 04 year: 2001 text: 20010401 day: 01 |
| PublicationDecade | 2000 |
| PublicationPlace | Heidelberg |
| PublicationPlace_xml | – name: Heidelberg |
| PublicationTitle | Science China. Information sciences |
| PublicationTitle_FL | SCIENCE IN CHINA |
| PublicationYear | 2001 |
| Publisher | Springer Nature B.V Department of Automatization, Tsinghua University,%Department of Electronic Engineering, University of Electronic Science and Technology of China |
| Publisher_xml | – name: Springer Nature B.V – name: Department of Automatization, Tsinghua University,%Department of Electronic Engineering, University of Electronic Science and Technology of China |
| References | A. K. Nandi (BF02713973_CR4) 1997; 56 Mingquan Lu (BF02713973_CR6) 1999; 16 Heping Xie (BF02713973_CR5) 1998 L. V. Dominguez (BF02713973_CR3) 1991; 22 K. C. Ho (BF02713973_CR2) 1995 K. Assaleh (BF02713973_CR1) 1992 |
| References_xml | – start-page: 886 volume-title: Proc. MILCOM’95 year: 1995 ident: BF02713973_CR2 doi: 10.1109/MILCOM.1995.483654 contributor: fullname: K. C. Ho – start-page: 0712 volume-title: Proc. MILCOM’92 year: 1992 ident: BF02713973_CR1 contributor: fullname: K. Assaleh – volume: 56 start-page: 165 year: 1997 ident: BF02713973_CR4 publication-title: Signal Processing doi: 10.1016/S0165-1684(96)00165-X contributor: fullname: A. K. Nandi – volume: 22 start-page: 239 year: 1991 ident: BF02713973_CR3 publication-title: Signal Processing doi: 10.1016/0165-1684(91)90012-8 contributor: fullname: L. V. Dominguez – volume-title: The Mathematical Foundation and Method of Fractal Application year: 1998 ident: BF02713973_CR5 contributor: fullname: Heping Xie – volume: 16 start-page: 244 issue: 3 year: 1999 ident: BF02713973_CR6 publication-title: Journal of Electronics contributor: fullname: Mingquan Lu |
| SSID | ssj0042231 ssj0000330278 |
| Score | 1.5591162 |
| Snippet | Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension extracted... TN91; Based on fractal theory, the note presents a novel method of modulation signals classification that adopts box dimension and information dimension... |
| SourceID | wanfang proquest crossref |
| SourceType | Aggregation Database |
| StartPage | 152 |
| SubjectTerms | Fractals Modulation Signal classification |
| Title | Study on fractal features of modulation signals |
| URI | https://www.proquest.com/docview/2918625885 https://d.wanfangdata.com.cn/periodical/zgkx-ef200102008 |
| Volume | 44 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3PS8MwFH7ohqAH8SdO56jotSxL2iQ9yZTNIThENthtpPmxg9hONxH960261G4Xj6Wlh_fy8r68fO97ADdMYEZtagkpM26EmUhCIQUNNcUK4yQi1LhG4achHYyjx0k88QW3hadVlntisVGrXLoaeRsnHQu-Y87j2_l76KZGudtVP0JjG-odzJg7fPH-w1-NBRF3K1d0w1FHOyRksqlQipkDQGQzJ1VAc-dLZEZks7WM0z-AfQ8Vg-7Kt4ewpbMj2FsTEDyGtqMBfgd5FhjX7WS_NrpQ6lwEuQnecuWHcwWOpmEX2gmM-r3R_SD0IxBCmVAeKoE5MlIhbVF_asGEjKlMhKERIlxFkWRCWHvaU4g2SmIkkDJEcom4Sm20dsgp1LI802cQpNpQTQkTNkAjrpCQPEbGJncnJhrhtAHXpQ2m85XQxbSUNK4s1YBmaZ6pX-yLaeWaBlx5k1Vvf2avNgQNLtTrLOI4__8XF7C7onk5ckwTasuPT31p8_4ybRXObUH9rjd8frFPY9z9BTKEq_M |
| link.rule.ids | 315,783,787,12777,21400,27936,27937,33385,33756,43612,43817 |
| linkProvider | ProQuest |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV09T8MwED1BKwQMiE9RKBAEa4RrJ44zIUCtCrQVQkXqFjn-6IBICi1C8OuxU4e0C3OsDHc-3_P53TuAy4jjiJrU4tNI2xFmPPa54NRXFEuM44BQbRuF-wPafQkeRuHIFdymjlZZnonFQS1zYWvkVzhuGfAdMhZeT959OzXKvq66ERqrULdSVebyVb9tD56e_6osiNh3uaIfjlriISGjZY1SHFkIRJazUgU11754pnk2Xsg5nW3YcmDRu5l7dwdWVLYLmwsSgntwZYmA316eedr2O5nVWhVanVMv195bLt14Ls8SNcxW24dhpz286_puCIIvYsp8yTFDWkikDO5PDZwQIRUx1zRAhMkgEBHnxqLmHqK0FBhxJDURTCAmUxOvLXIAtSzP1CF4qdJUURJxE6IBk4gLFiJt0ruVEw1w2oCL0gbJZC51kZSixpWlGtAszZO47T5NKuc04NyZrPr6M341QahxoV9nMMfR_784g_XusN9LeveDx2PYmJO-LFWmCbXZx6c6MShglp46V_8C7EqtwQ |
| 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=Study+on+fractal+features+of+modulation+signals&rft.jtitle=%E4%B8%AD%E5%9B%BD%E7%A7%91%E5%AD%A6F%E8%BE%91%28%E8%8B%B1%E6%96%87%E7%89%88%29&rft.au=Tiejun&rft.au=Guo+Shuangbing&rft.au=Xiao+Xianci&rft.date=2001-04-01&rft.pub=Department+of+Automatization%2C+Tsinghua+University%2C%25Department+of+Electronic+Engineering%2C+University+of+Electronic+Science+and+Technology+of+China&rft.issn=1009-2757&rft.volume=44&rft.issue=2&rft.spage=152&rft.epage=158&rft_id=info:doi/10.1007%2FBF02713973&rft.externalDocID=zgkx_ef200102008 |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fzgkx-ef%2Fzgkx-ef.jpg |