{"id":"https://openalex.org/W7225168588","doi":"https://doi.org/10.54254/2755-2721/2027.melb38461","title":"Variable Step-Size LMS-Based Anti-Jamming Algorithm for Industrial IoT Communications over 2.4 GHz ISM Band","display_name":"Variable Step-Size LMS-Based Anti-Jamming Algorithm for Industrial IoT Communications over 2.4 GHz ISM Band","publication_year":2026,"publication_date":"2026-11-03","ids":{"openalex":"https://openalex.org/W7225168588","doi":"https://doi.org/10.54254/2755-2721/2027.melb38461"},"language":"en","primary_location":{"id":"doi:10.54254/2755-2721/2027.melb38461","doi":"https://doi.org/10.54254/2755-2721/2027.melb38461","is_oa":true,"landing_page_url":"https://doi.org/10.54254/2755-2721/2027.melb38461","pdf_url":"https://ace.ewapub.com/article/view/38461.pdf","source":{"id":"https://openalex.org/S4387281889","display_name":"Applied and Computational Engineering","issn_l":"2755-2721","issn":["2755-2721","2755-273X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied and Computational Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ace.ewapub.com/article/view/38461.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024800495","display_name":"Haoxin Chen","orcid":"https://orcid.org/0009-0000-6085-2107","observed_orcids":["https://orcid.org/0009-0000-6085-2107"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoxin Chen","raw_affiliation_strings":["South China University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China University of Technology","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024800495"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79070366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"273","issue":"1","first_page":"None","last_page":"None"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/variable-step-size-lms-algorithm","display_name":"variable step-size LMS","score":0.9200000166893005},{"id":"https://openalex.org/keywords/anti-jamming","display_name":"anti-jamming","score":0.9259999990463257},{"id":"https://openalex.org/keywords/narrowband-interference","display_name":"narrowband interference","score":0.871999979019165},{"id":"https://openalex.org/keywords/industrial-internet-of-things","display_name":"Industrial Internet of Things","score":0.7870000004768372},{"id":"https://openalex.org/keywords/2-4-ghz-band","display_name":"2.4 GHz","score":0.9890000224113464},{"id":"https://openalex.org/keywords/direct-sequence-spread-spectrum","display_name":"direct-sequence spread spectrum","score":0.9290000200271606},{"id":"https://openalex.org/keywords/adaptive-filtering","display_name":"adaptive filtering","score":0.8539999723434448},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"bit error rate","score":0.8259999752044678},{"id":"https://openalex.org/keywords/zigbee-sensor-networks","display_name":"ZigBee sensor networks","score":0.7979999780654907},{"id":"https://openalex.org/keywords/electromagnetic-interference","display_name":"electromagnetic interference","score":0.6159999966621399},{"id":"https://openalex.org/keywords/industrial-environments","display_name":"industrial environments","score":0.43299999833106995}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.550000011920929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432999730110168},{"id":"https://openalex.org/C2780652538","wikidata":"https://www.wikidata.org/wiki/Q304545","display_name":"ISM band","level":3,"score":0.5239999890327454},{"id":"https://openalex.org/C2776096036","wikidata":"https://www.wikidata.org/wiki/Q1140483","display_name":"Narrowband","level":2,"score":0.5203999876976013},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.4952000081539154},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.49399998784065247},{"id":"https://openalex.org/C134222854","wikidata":"https://www.wikidata.org/wiki/Q4683140","display_name":"Adjacent-channel interference","level":4,"score":0.45559999346733093},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4544000029563904},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4009000062942505},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.39629998803138733},{"id":"https://openalex.org/C184892835","wikidata":"https://www.wikidata.org/wiki/Q1474513","display_name":"Electromagnetic interference","level":2,"score":0.38519999384880066},{"id":"https://openalex.org/C112806600","wikidata":"https://www.wikidata.org/wiki/Q386022","display_name":"Band-stop filter","level":4,"score":0.374099999666214},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.3617999851703644},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.3614000082015991},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.3158999979496002},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.289900004863739},{"id":"https://openalex.org/C105344744","wikidata":"https://www.wikidata.org/wiki/Q958957","display_name":"Spread spectrum","level":3,"score":0.2757999897003174},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.2619999945163727},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.26159998774528503},{"id":"https://openalex.org/C194491627","wikidata":"https://www.wikidata.org/wiki/Q1334354","display_name":"Direct-sequence spread spectrum","level":4,"score":0.2605000138282776},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.54254/2755-2721/2027.melb38461","doi":"https://doi.org/10.54254/2755-2721/2027.melb38461","is_oa":true,"landing_page_url":"https://doi.org/10.54254/2755-2721/2027.melb38461","pdf_url":"https://ace.ewapub.com/article/view/38461.pdf","source":{"id":"https://openalex.org/S4387281889","display_name":"Applied and Computational Engineering","issn_l":"2755-2721","issn":["2755-2721","2755-273X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied and Computational Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.54254/2755-2721/2027.melb38461","doi":"https://doi.org/10.54254/2755-2721/2027.melb38461","is_oa":true,"landing_page_url":"https://doi.org/10.54254/2755-2721/2027.melb38461","pdf_url":"https://ace.ewapub.com/article/view/38461.pdf","source":{"id":"https://openalex.org/S4387281889","display_name":"Applied and Computational Engineering","issn_l":"2755-2721","issn":["2755-2721","2755-273X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied and Computational Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225168588.pdf","grobid_xml":"https://content.openalex.org/works/W7225168588.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2761788401","https://openalex.org/W2799542228","https://openalex.org/W2353204052","https://openalex.org/W2538441823","https://openalex.org/W2540339538","https://openalex.org/W2519788957","https://openalex.org/W3097298087","https://openalex.org/W2160252898","https://openalex.org/W2150923725","https://openalex.org/W4299504409"],"abstract_inverted_index":{"Industrial":[0],"Internet":[1],"of":[2],"Things":[3],"(IIoT)":[4],"systems":[5],"deployed":[6],"in":[7,14,158,182],"factory":[8,185],"environments":[9],"face":[10],"severe":[11],"narrowband":[12,135],"interference":[13,34,124,136],"the":[15,94,141,169],"2.4":[16],"GHz":[17],"ISM":[18],"band,":[19],"where":[20,160],"ZigBee-based":[21],"sensor":[22],"networks":[23],"coexist":[24],"with":[25,76],"Wi-Fi":[26],"and":[27,59,119],"Bluetooth":[28],"devices":[29],"operating":[30],"under":[31,50,122,131],"strong":[32,123],"electromagnetic":[33],"from":[35],"industrial":[36],"machinery.":[37],"Conventional":[38],"adaptive":[39],"filters":[40],"employing":[41],"fixed":[42],"step-size":[43,89],"Least":[44],"Mean":[45],"Squares":[46],"(LMS)":[47],"algorithms":[48],"fail":[49],"high":[51],"Jammer-to-Noise":[52],"Ratio":[53],"(JNR)":[54],"conditions,":[55],"exhibiting":[56],"numerical":[57,127],"instability":[58],"bit":[60],"error":[61],"rates":[62],"(BER)":[63],"approaching":[64],"0.5.":[65],"This":[66],"paper":[67],"proposes":[68],"a":[69,174],"Variable":[70],"Step-Size":[71],"LMS":[72,162],"(VS-LMS)":[73],"algorithm":[74],"integrated":[75],"Direct":[77],"Sequence":[78],"Spread":[79],"Spectrum":[80],"(DSSS)":[81],"modulation":[82],"to":[83,98,125,150],"address":[84],"this":[85],"limitation.":[86],"The":[87,165],"proposed":[88,142,170],"update":[90],"rule":[91],"adaptively":[92],"scales":[93],"learning":[95],"rate":[96],"according":[97],"instantaneous":[99],"filter":[100],"error:":[101],"\u03bc(n)=\u03bc":[102],"min":[103,107],"+(\u03bc":[104],"max":[105],"-\u03bc":[106],")":[108],"\u00b7":[109],"exp(-\u03b1\u00b7e":[110],"2":[111],"(n))":[112],",":[113],"enabling":[114],"large":[115],"step-sizes":[116,121],"during":[117],"convergence":[118],"small":[120],"maintain":[126],"stability.":[128],"Python-based":[129],"simulations":[130],"AWGN":[132],"plus":[133],"sinusoidal":[134],"(JNR=25":[137],"dB)":[138],"demonstrate":[139],"that":[140,168],"VS-LMS":[143],"scheme":[144],"reduces":[145],"BER":[146],"by":[147],"76.1%":[148],"compared":[149],"conventional":[151],"fixed-step":[152,161],"LMS,":[153],"recovering":[154],"communication":[155],"quality":[156],"(BER=0.12)":[157],"scenarios":[159],"completely":[163],"fails.":[164],"results":[166],"confirm":[167],"software-layer":[171],"approach":[172],"provides":[173],"practical,":[175],"hardware-agnostic":[176],"solution":[177],"for":[178],"reliable":[179],"IIoT":[180],"communications":[181],"electromagnetically":[183],"hostile":[184],"environments.":[186]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2026-11-04T00:00:00"}
