Simulation Realization of Adaptive Filtering Based on a Normalized LMS Algorithm

This paper presents the new algorithm which is an improved normalized variable step size LMS adaptive filtering algorithm. A normalized LMS algorithm with variable step size iterative formula is deduced and at the same time the simulation results prove that the new algorithm has good performance. Th...

Full description

Saved in:
Bibliographic Details
Published inApplied Mechanics and Materials Vol. 373-375; pp. 1159 - 1163
Main Authors Li, Ya Feng, Zheng, Zi Wei
Format Journal Article
LanguageEnglish
Published Zurich Trans Tech Publications Ltd 01.08.2013
Subjects
Variable Step Size
Adaptive Filtering
Least Mean Square Algorithm
Online AccessGet full text
ISBN3037858060
9783037858066
ISSN1660-9336
1662-7482
1662-7482
DOI10.4028/www.scientific.net/AMM.373-375.1159

Cover

Abstract This paper presents the new algorithm which is an improved normalized variable step size LMS adaptive filtering algorithm. A normalized LMS algorithm with variable step size iterative formula is deduced and at the same time the simulation results prove that the new algorithm has good performance. The LMS adaptive filtering algorithm has been widely used in many applications such as system identification, noise cancellation and the adaptive notch filter ,the paper analyses the application and implement the simulation by matlab. the result shows the proposed algorithm has been applied well.
AbstractList This paper presents the new algorithm which is an improved normalized variable step size LMS adaptive filtering algorithm. A normalized LMS algorithm with variable step size iterative formula is deduced and at the same time the simulation results prove that the new algorithm has good performance. The LMS adaptive filtering algorithm has been widely used in many applications such as system identification, noise cancellation and the adaptive notch filter ,the paper analyses the application and implement the simulation by matlab. the result shows the proposed algorithm has been applied well.
Author Li, Ya Feng
Zheng, Zi Wei
Author_xml – givenname: Ya Feng
  surname: Li
  fullname: Li, Ya Feng
  email: lyf1128@126.com
  organization: Ningbo University : College of Information Science and Engineering
– givenname: Zi Wei
  surname: Zheng
  fullname: Zheng, Zi Wei
  email: ziwei-zheng@nub.cn
  organization: Ningbo University : College of Information Science and Engineering
BookMark eNqVkEtPwzAQhC0eEm3hP0TiiBLW8SPJsVTlIbWAKJwt13ZaozQptksFvx6XIsGVw2p3NaMZ6eujo7ZrDUIXGDIKeXm53W4zr6xpg62tyloTLofTaUYKkpKCZRiz6gD1MOd5WtAyP0R9AqQoWQkcjr4FSCtC-Anqe_8KwCmmZQ89zuxq08hguzZ5MrKxn_u7q5Ohlutg301ybZtgnG0XyZX0RidRlsl951Y7e_wn01kybBads2G5OkXHtWy8OfvZA_RyPX4e3aaTh5u70XCSKgIspJVRULICCj7XJaO4IpzV9dxwxXQlK0YNgOJc6UprWhCmKbC5yjWmXNUU5mSAzve5a9e9bYwP4rXbuDZWCkxpjitWlBBdo71Luc57Z2qxdnYl3YfAIHZcReQqfrmKyFVEriJyjcPEjmtMGe9TgpOtD0Yt_5T9I-cLL_eK8w
Cites_doi 10.1109/78.984735
10.1109/78.917808
10.1109/tpami.1984.4767591
10.1109/78.120804
10.1109/83.605414
10.1109/5.241511
10.1109/79.998080
10.1109/42.24861
10.1137/1010093
10.1109/78.912925
10.1109/18.42195
ContentType Journal Article
Copyright 2013 Trans Tech Publications Ltd
Copyright Trans Tech Publications Ltd. Aug 2013
Copyright_xml – notice: 2013 Trans Tech Publications Ltd
– notice: Copyright Trans Tech Publications Ltd. Aug 2013
DBID AAYXX
CITATION
7SR
7TB
8BQ
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
BENPR
BFMQW
BGLVJ
CCPQU
D1I
DWQXO
FR3
HCIFZ
JG9
KB.
KR7
L6V
M7S
PDBOC
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOI 10.4028/www.scientific.net/AMM.373-375.1159
DatabaseName CrossRef
Engineered Materials Abstracts
Mechanical & Transportation Engineering Abstracts
METADEX
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central
Continental Europe Database
Technology Collection
ProQuest One Community College
ProQuest Materials Science Collection
ProQuest Central
Engineering Research Database
SciTech Premium Collection
Materials Research Database
Materials Science Database
Civil Engineering Abstracts
ProQuest Engineering Collection
Engineering Database
Materials Science Collection
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DatabaseTitle CrossRef
Materials Research Database
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
Materials Science Collection
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
Engineered Materials Abstracts
ProQuest Engineering Collection
ProQuest Central Korea
Materials Science Database
ProQuest Central (New)
Engineering Collection
ProQuest Materials Science Collection
Civil Engineering Abstracts
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
Continental Europe Database
ProQuest SciTech Collection
METADEX
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList
Materials Research Database
CrossRef
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 1662-7482
EndPage 1163
ExternalDocumentID 3099797731
10_4028_www_scientific_net_AMM_373_375_1159
GroupedDBID .DC
4.4
6J9
8FE
8FG
ABHXD
ABJCF
ABJNI
ABUWG
ACGFO
ACGFS
ACIWK
AFKRA
ALMA_UNASSIGNED_HOLDINGS
BENPR
BFMQW
BGLVJ
BPHCQ
CCPQU
CZ9
D1I
DB1
DKFMR
EBS
EJD
HCIFZ
KB.
KC.
L6V
M7S
P2P
PDBOC
PHGZM
PHGZT
PQGLB
PQQKQ
PROAC
PTHSS
RNS
RTP
AAYXX
ABDNZ
ACYGS
CITATION
PUEGO
7SR
7TB
8BQ
8FD
DWQXO
FR3
JG9
KR7
PKEHL
PQEST
PQUKI
PRINS
ID FETCH-LOGICAL-c305t-9ec0857076bd85419365ffbe6c5d9a954e00c66cd9dd4735d405bc2d146cf40b3
IEDL.DBID BENPR
ISBN 3037858060
9783037858066
ISSN 1660-9336
1662-7482
IngestDate Fri Jul 25 12:05:05 EDT 2025
Wed Oct 01 02:48:48 EDT 2025
Fri Oct 03 21:33:39 EDT 2025
IsPeerReviewed true
IsScholarly true
Keywords Variable Step Size
Adaptive Filtering
Least Mean Square Algorithm
Language English
License https://www.scientific.net/PolicyAndEthics/PublishingPolicies
https://www.scientific.net/license/TDM_Licenser.pdf
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c305t-9ec0857076bd85419365ffbe6c5d9a954e00c66cd9dd4735d405bc2d146cf40b3
Notes Selected, peer reviewed papers from the 2013 International Conference on Mechatronics, Robotics and Automation (ICMRA 2013), June 13-14, 2013, Guangzhou, China
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 1442195780
PQPubID 2029177
PageCount 5
ParticipantIDs proquest_journals_1442195780
crossref_primary_10_4028_www_scientific_net_AMM_373_375_1159
transtech_journals_10_4028_www_scientific_net_AMM_373_375_1159
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20130801
PublicationDateYYYYMMDD 2013-08-01
PublicationDate_xml – month: 08
  year: 2013
  text: 20130801
  day: 01
PublicationDecade 2010
PublicationPlace Zurich
PublicationPlace_xml – name: Zurich
PublicationTitle Applied Mechanics and Materials
PublicationYear 2013
Publisher Trans Tech Publications Ltd
Publisher_xml – name: Trans Tech Publications Ltd
References 1330419
1330418
1330429
1330426
1330425
1330417
1330428
1330427
1330422
1330421
1330424
1330423
1330420
References_xml – ident: 1330421
  doi: 10.1109/78.984735
– ident: 1330420
  doi: 10.1109/78.917808
– ident: 1330417
  doi: 10.1109/tpami.1984.4767591
– ident: 1330427
  doi: 10.1109/78.120804
– ident: 1330422
  doi: 10.1109/83.605414
– ident: 1330424
– ident: 1330425
  doi: 10.1109/5.241511
– ident: 1330428
  doi: 10.1109/79.998080
– ident: 1330426
  doi: 10.1109/42.24861
– ident: 1330418
  doi: 10.1137/1010093
– ident: 1330429
  doi: 10.1109/78.912925
– ident: 1330419
– ident: 1330423
  doi: 10.1109/18.42195
SSID ssj0064148
ssj0001189869
ssj0001127501
Score 1.9098352
Snippet This paper presents the new algorithm which is an improved normalized variable step size LMS adaptive filtering algorithm. A normalized LMS algorithm with...
SourceID proquest
crossref
transtech
SourceType Aggregation Database
Index Database
Publisher
StartPage 1159
Title Simulation Realization of Adaptive Filtering Based on a Normalized LMS Algorithm
URI https://www.scientific.net/AMM.373-375.1159
https://www.proquest.com/docview/1442195780
Volume 373-375
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVPQU
  databaseName: Continental Europe Database
  isbn: 3037858060
  customDbUrl:
  eissn: 1662-7482
  dateEnd: 20200630
  omitProxy: false
  ssIdentifier: ssj0064148
  issn: 1660-9336
  databaseCode: BFMQW
  dateStart: 20040901
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/conteurope
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  isbn: 3037858060
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 1662-7482
  dateEnd: 20200630
  omitProxy: true
  ssIdentifier: ssj0064148
  issn: 1660-9336
  databaseCode: BENPR
  dateStart: 20040901
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  isbn: 3037858060
  customDbUrl:
  eissn: 1662-7482
  dateEnd: 20241102
  omitProxy: true
  ssIdentifier: ssj0064148
  issn: 1660-9336
  databaseCode: 8FG
  dateStart: 20040901
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/technologycollection1
  providerName: ProQuest
– providerCode: PRVJCC
  databaseName: Ebook Central - Academic Complete
  isbn: 9783037858066
  customDbUrl:
  eissn: 1662-7482
  dateEnd: 99999999
  omitProxy: false
  ssIdentifier: ssj0001189869
  issn: 1660-9336
  databaseCode: ADVEM
  dateStart: 0
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/libraries/academic/ebooks/
  providerName: ProQuest Ebooks
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1bb9MwGP20tRKMB8RVK4zKD7yhQC6-xNIAdahhQqQaGxN7s-LYZpO2trDw__m-NFnzhHiIIsuWFZ3Yn49v5wC89kEIL0KIFJdZxDMfIptpG1kvrEpCUD7Qgn65kMfn_MuFuNiBRX8Xho5V9jGxDdRuVdMa-Tsk_ti5sH3FH9e_InKNot3V3kKj6qwV3PtWYmwXxikpY41gfDRfnJxuV11aPfNkkM51Thbbm9gtedL6bSVSxhFO9SXdBokzlYs8lp1C1F1a3oM3GHNwApa3n725wUgHfNpVhVlZvs1Uhj1YYFwiLdThwLdls_cbGpRIsXUwsBWP4GHHSNls04Qew45fPoEHA53Cp3BydnXT2XyxU2SW3d1Ntgps5qo1RUxWXNG-OxZnRzgwOobZFVsQI8bimP5anrHZ9U-EtLm8eQbnxfz7p-Oos2KIagwITaR93UrhK2ldLjiyPok_2HpZC6crLbiP41rK2mnnyMzYIQ-0deowDteBxzZ7DqPlaun3gdlaWa2yrKq45F4FnVda6jS1IUiVcDuBwx4ns94obhicqRDMBmE2W5gNwmwQZoMw4yMMwTyBgx5b03XHW7NtPBP4cIf3IP__63_x7_pfwl7aGmbQEcEDGDW___hXSFsaO4XdvPg8hTHyjXk57VomvYvy24-_XJTp0A
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VVqJwQDzFQgEf4IQCSfyKJQraQldbullVfUi9ufELKtHdhQYh_hy_jXE26eaEuPSQg2XLij6P52F75gN46QPnnoeQSCZowqgPiaHKJMZzI7MQpA_xQL-civEJ-3zKT9fgT5cLE59VdjqxUdRubuMZ-Vt0_HFzoXylHxbfk8gaFW9XOwqNqqVWcNtNibE2sWPf__6FIdzl9t4nXO9XeT7aPf44TlqWgcSirNeJ8rap8i6FcQVn6NAI_HfjheVOVYozn6ZWCOuUc5Gn16GLY2zuUMXYwFJDcd4bsMEoUxj8bezsTg8OV6c8Tf30rNcuVBEpvZe2QrCs4ffKhEgTRamI2ScplQUvUtFWpLpqi5vwGnUcBnxFA9MyYzI-KGpOMYZl-YZKihqDox6MtVf7hnblPW_W0QjGCrE9Qzq6C3daD5gMlyJ7D9b87D7c7tVFfAAHR-cXLa0YOURPts0VJfNAhq5aRA1NRufxnh-Hkx00xI5gd0Wm0QPH4dielEdk-O0LLmH99eIhnFzLojyC9dl85h8DMVYaJSmtKiaYl0EVlRIqz00IQmbMDOBdh5NeLCt8aIyMIswaYdYrmDXCrBFmjTDjx3WEeQBbHba63f6XeiWsA3h_hXev___nf_Lv-V_A5vi4nOjJ3nT_KdzKG7KO-DxxC9brHz_9M3SZavO8lUsCZ9e9Ff4CW4simw
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=Simulation+Realization+of+Adaptive+Filtering+Based+on+a+Normalized+LMS+Algorithm&rft.jtitle=Applied+mechanics+and+materials&rft.au=Li%2C+Ya+Feng&rft.au=Zheng%2C+Zi+Wei&rft.date=2013-08-01&rft.issn=1662-7482&rft.eissn=1662-7482&rft.volume=373-375&rft.spage=1159&rft.epage=1163&rft_id=info:doi/10.4028%2Fwww.scientific.net%2FAMM.373-375.1159&rft.externalDBID=n%2Fa&rft.externalDocID=10_4028_www_scientific_net_AMM_373_375_1159
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fwww.scientific.net%2FImage%2FTitleCover%2F2594%3Fwidth%3D600