Adaptive interacting multiple model-Kalman filter for multitaper spectrum sensing in cognitive radio
This Letter addresses the necessity for adaptive threshold (AT) and optimum frame duration (OFD) in spectrum sensing (SS). An adaptation paradigm of Kalman filter incorporated with interacting multiple model to interrogate the channel state information and adjusting the AT and OFD algorithms is prop...
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| Veröffentlicht in: | Electronics letters 2018-03, Vol.54 (5), p.321-322 |
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| container_end_page | 322 |
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| container_title | Electronics letters |
| container_volume | 54 |
| creator | Salam, A.O Sheriff, R.E Al-Araji, S.R Mezher, K Nasir, Q |
| description | This Letter addresses the necessity for adaptive threshold (AT) and optimum frame duration (OFD) in spectrum sensing (SS). An adaptation paradigm of Kalman filter incorporated with interacting multiple model to interrogate the channel state information and adjusting the AT and OFD algorithms is proposed. The robust multitaper method is embraced for spectrum leakage control. The analysis of augmenting these algorithms is given and corroborated with simulations, which show their perks for efficient SS applications. |
| doi_str_mv | 10.1049/el.2017.3752 |
| format | Article |
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An adaptation paradigm of Kalman filter incorporated with interacting multiple model to interrogate the channel state information and adjusting the AT and OFD algorithms is proposed. The robust multitaper method is embraced for spectrum leakage control. The analysis of augmenting these algorithms is given and corroborated with simulations, which show their perks for efficient SS applications.</description><identifier>ISSN: 0013-5194</identifier><identifier>ISSN: 1350-911X</identifier><identifier>EISSN: 1350-911X</identifier><identifier>DOI: 10.1049/el.2017.3752</identifier><language>eng</language><publisher>The Institution of Engineering and Technology</publisher><subject>adaptation paradigm ; adaptive interacting multiple model‐Kalman filter ; adaptive threshold ; AT algorithm ; channel state information ; cognitive radio ; interacting multiple model ; Kalman filters ; multitaper spectrum sensing ; OFD algorithm ; optimum frame duration ; radio spectrum management ; robust multitaper method ; spectrum leakage control ; wireless channels ; Wireless communications</subject><ispartof>Electronics letters, 2018-03, Vol.54 (5), p.321-322</ispartof><rights>The Institution of Engineering and Technology</rights><rights>2020 The Institution of Engineering and Technology</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3146-e065addb4f28c0660769a54dc6b4bf35ebde5a60f36e38d56de763d2fe27cb503</citedby><cites>FETCH-LOGICAL-c3146-e065addb4f28c0660769a54dc6b4bf35ebde5a60f36e38d56de763d2fe27cb503</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1049%2Fel.2017.3752$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1049%2Fel.2017.3752$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,11541,27901,27902,45550,45551,46027,46451</link.rule.ids><linktorsrc>$$Uhttps://onlinelibrary.wiley.com/doi/abs/10.1049%2Fel.2017.3752$$EView_record_in_Wiley-Blackwell$$FView_record_in_$$GWiley-Blackwell</linktorsrc></links><search><creatorcontrib>Salam, A.O</creatorcontrib><creatorcontrib>Sheriff, R.E</creatorcontrib><creatorcontrib>Al-Araji, S.R</creatorcontrib><creatorcontrib>Mezher, K</creatorcontrib><creatorcontrib>Nasir, Q</creatorcontrib><title>Adaptive interacting multiple model-Kalman filter for multitaper spectrum sensing in cognitive radio</title><title>Electronics letters</title><description>This Letter addresses the necessity for adaptive threshold (AT) and optimum frame duration (OFD) in spectrum sensing (SS). An adaptation paradigm of Kalman filter incorporated with interacting multiple model to interrogate the channel state information and adjusting the AT and OFD algorithms is proposed. The robust multitaper method is embraced for spectrum leakage control. The analysis of augmenting these algorithms is given and corroborated with simulations, which show their perks for efficient SS applications.</description><subject>adaptation paradigm</subject><subject>adaptive interacting multiple model‐Kalman filter</subject><subject>adaptive threshold</subject><subject>AT algorithm</subject><subject>channel state information</subject><subject>cognitive radio</subject><subject>interacting multiple model</subject><subject>Kalman filters</subject><subject>multitaper spectrum sensing</subject><subject>OFD algorithm</subject><subject>optimum frame duration</subject><subject>radio spectrum management</subject><subject>robust multitaper method</subject><subject>spectrum leakage control</subject><subject>wireless channels</subject><subject>Wireless communications</subject><issn>0013-5194</issn><issn>1350-911X</issn><issn>1350-911X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kEtPwzAQhC0EElXpjR-QIwdS7PiR5liqFhCRuIDEzXLsdWXkPGQnoP57EsIRcVqt9M3sziB0TfCaYFbcgV9nmORrmvPsDC0I5TgtCHk_RwuMCU05KdglWsXoKkwYYQIzskBma1TXu09IXNNDULp3zTGpB9-7zkNStwZ8-qx8rZrEOj8iiW3DDPSqG9fYge7DUCcRmjiJXZPo9ti4H9egjGuv0IVVPsLqdy7R22H_untMy5eHp922TDUd_0kBC66MqZjNNhoLgXNRKM6MFhWrLOVQGeBKYEsF0I3hwkAuqMksZLmuOKZLdDv76tDGGMDKLrhahZMkWE4lSfByKklOJY04n_Ev5-H0Lyv3ZZndHzBnhRh1N7POQS8_2iE0Y6i_T3wDWrR5dQ</recordid><startdate>20180308</startdate><enddate>20180308</enddate><creator>Salam, A.O</creator><creator>Sheriff, R.E</creator><creator>Al-Araji, S.R</creator><creator>Mezher, K</creator><creator>Nasir, Q</creator><general>The Institution of Engineering and Technology</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20180308</creationdate><title>Adaptive interacting multiple model-Kalman filter for multitaper spectrum sensing in cognitive radio</title><author>Salam, A.O ; Sheriff, R.E ; Al-Araji, S.R ; Mezher, K ; Nasir, Q</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3146-e065addb4f28c0660769a54dc6b4bf35ebde5a60f36e38d56de763d2fe27cb503</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>adaptation paradigm</topic><topic>adaptive interacting multiple model‐Kalman filter</topic><topic>adaptive threshold</topic><topic>AT algorithm</topic><topic>channel state information</topic><topic>cognitive radio</topic><topic>interacting multiple model</topic><topic>Kalman filters</topic><topic>multitaper spectrum sensing</topic><topic>OFD algorithm</topic><topic>optimum frame duration</topic><topic>radio spectrum management</topic><topic>robust multitaper method</topic><topic>spectrum leakage control</topic><topic>wireless channels</topic><topic>Wireless communications</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Salam, A.O</creatorcontrib><creatorcontrib>Sheriff, R.E</creatorcontrib><creatorcontrib>Al-Araji, S.R</creatorcontrib><creatorcontrib>Mezher, K</creatorcontrib><creatorcontrib>Nasir, Q</creatorcontrib><collection>CrossRef</collection><jtitle>Electronics letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Salam, A.O</au><au>Sheriff, R.E</au><au>Al-Araji, S.R</au><au>Mezher, K</au><au>Nasir, Q</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adaptive interacting multiple model-Kalman filter for multitaper spectrum sensing in cognitive radio</atitle><jtitle>Electronics letters</jtitle><date>2018-03-08</date><risdate>2018</risdate><volume>54</volume><issue>5</issue><spage>321</spage><epage>322</epage><pages>321-322</pages><issn>0013-5194</issn><issn>1350-911X</issn><eissn>1350-911X</eissn><abstract>This Letter addresses the necessity for adaptive threshold (AT) and optimum frame duration (OFD) in spectrum sensing (SS). An adaptation paradigm of Kalman filter incorporated with interacting multiple model to interrogate the channel state information and adjusting the AT and OFD algorithms is proposed. The robust multitaper method is embraced for spectrum leakage control. The analysis of augmenting these algorithms is given and corroborated with simulations, which show their perks for efficient SS applications.</abstract><pub>The Institution of Engineering and Technology</pub><doi>10.1049/el.2017.3752</doi><tpages>2</tpages></addata></record> |
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| language | eng |
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| source | Wiley Online Library Open Access |
| subjects | adaptation paradigm adaptive interacting multiple model‐Kalman filter adaptive threshold AT algorithm channel state information cognitive radio interacting multiple model Kalman filters multitaper spectrum sensing OFD algorithm optimum frame duration radio spectrum management robust multitaper method spectrum leakage control wireless channels Wireless communications |
| title | Adaptive interacting multiple model-Kalman filter for multitaper spectrum sensing in cognitive radio |
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