Relationship of target identification performance and waveform parameters
In this paper, we established rigorous relationship between target recognition performance and the parameters of a fixed waveform via Kullback-Leibler information number of single observation (KLIN s ). The method we proposed takes advantage of the methodology of sequential hypothesis test. It depic...
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| creator | Fan Meimei Liao Dongping Ding Xiaofeng Li Xiang |
| description | In this paper, we established rigorous relationship between target recognition performance and the parameters of a fixed waveform via Kullback-Leibler information number of single observation (KLIN s ). The method we proposed takes advantage of the methodology of sequential hypothesis test. It depicts the target recognition efficiency of certain radar waveform parameter in the metric of average number of necessary signal (ANS) transmission. Compared with the traditional simulation methods in literature, it is a more efficient and valuable one to find the optimum values of a certain waveform parameter. Simulation results about the parameters of LFM signal show the validity of the method. |
| doi_str_mv | 10.1109/ICOSP.2010.5655863 |
| format | Conference Proceeding |
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The method we proposed takes advantage of the methodology of sequential hypothesis test. It depicts the target recognition efficiency of certain radar waveform parameter in the metric of average number of necessary signal (ANS) transmission. Compared with the traditional simulation methods in literature, it is a more efficient and valuable one to find the optimum values of a certain waveform parameter. 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The method we proposed takes advantage of the methodology of sequential hypothesis test. It depicts the target recognition efficiency of certain radar waveform parameter in the metric of average number of necessary signal (ANS) transmission. Compared with the traditional simulation methods in literature, it is a more efficient and valuable one to find the optimum values of a certain waveform parameter. Simulation results about the parameters of LFM signal show the validity of the method.</description><subject>Bandwidth</subject><subject>Clutter</subject><subject>Computational modeling</subject><subject>Design automation</subject><subject>Kullback-Leibler information number (KLIN)</subject><subject>Radar</subject><subject>radar waveform parameter</subject><subject>Solid modeling</subject><subject>Target recognition</subject><subject>target recognition performance</subject><issn>2164-5221</issn><isbn>9781424458974</isbn><isbn>1424458978</isbn><isbn>9781424458998</isbn><isbn>9781424459001</isbn><isbn>1424459001</isbn><isbn>1424458994</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2010</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkMtKBDEURCMqOIz9A7rJD_SYpJNOspTGx8DAiI_1cNO50cj0g3RQ_HtbnY21KaoO1KIIueBsxTmzV-tm-_SwEmzOqlbK1NURKaw2XAoplbHWHP_LWp6QheC1LJUQ_IwU0_TOZimhha0XZP2Ie8hx6Ke3ONIh0AzpFTONHvscQ2x_IR0xhSF10LdIoff0Ez7wp6AjJOgwY5rOyWmA_YTFwZfk5fbmubkvN9u7dXO9KSPXKpeuVdyoChwTlfU2WCuddF4z5wxwaYSH4EGCDjMMtQ5WON1izZxvkQtZLcnl325ExN2YYgfpa3c4o_oGI_dSxQ</recordid><startdate>201010</startdate><enddate>201010</enddate><creator>Fan Meimei</creator><creator>Liao Dongping</creator><creator>Ding Xiaofeng</creator><creator>Li Xiang</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201010</creationdate><title>Relationship of target identification performance and waveform parameters</title><author>Fan Meimei ; Liao Dongping ; Ding Xiaofeng ; Li Xiang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-bc51853ab0239d9f994b4bd70bb8a1482dafda4a7fd9ff67f92b7ce60bdce1243</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Bandwidth</topic><topic>Clutter</topic><topic>Computational modeling</topic><topic>Design automation</topic><topic>Kullback-Leibler information number (KLIN)</topic><topic>Radar</topic><topic>radar waveform parameter</topic><topic>Solid modeling</topic><topic>Target recognition</topic><topic>target recognition performance</topic><toplevel>online_resources</toplevel><creatorcontrib>Fan Meimei</creatorcontrib><creatorcontrib>Liao Dongping</creatorcontrib><creatorcontrib>Ding Xiaofeng</creatorcontrib><creatorcontrib>Li Xiang</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Fan Meimei</au><au>Liao Dongping</au><au>Ding Xiaofeng</au><au>Li Xiang</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Relationship of target identification performance and waveform parameters</atitle><btitle>IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS</btitle><stitle>ICOSP</stitle><date>2010-10</date><risdate>2010</risdate><spage>2227</spage><epage>2230</epage><pages>2227-2230</pages><issn>2164-5221</issn><isbn>9781424458974</isbn><isbn>1424458978</isbn><eisbn>9781424458998</eisbn><eisbn>9781424459001</eisbn><eisbn>1424459001</eisbn><eisbn>1424458994</eisbn><abstract>In this paper, we established rigorous relationship between target recognition performance and the parameters of a fixed waveform via Kullback-Leibler information number of single observation (KLIN s ). The method we proposed takes advantage of the methodology of sequential hypothesis test. It depicts the target recognition efficiency of certain radar waveform parameter in the metric of average number of necessary signal (ANS) transmission. Compared with the traditional simulation methods in literature, it is a more efficient and valuable one to find the optimum values of a certain waveform parameter. Simulation results about the parameters of LFM signal show the validity of the method.</abstract><pub>IEEE</pub><doi>10.1109/ICOSP.2010.5655863</doi><tpages>4</tpages></addata></record> |
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| ispartof | IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, 2010, p.2227-2230 |
| issn | 2164-5221 |
| language | eng |
| recordid | cdi_ieee_primary_5655863 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Bandwidth Clutter Computational modeling Design automation Kullback-Leibler information number (KLIN) Radar radar waveform parameter Solid modeling Target recognition target recognition performance |
| title | Relationship of target identification performance and waveform parameters |
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