基于改进BP算法的多目标跟踪研究  被引量：2

udy on multiple target tracking technology based on improved BP algorithm</em> <p class='article-op'> <span id="bdshare" class="bdshare_t bds_tools get-codes-bdshare baidufx"><span><span class="bds_more" style="display: block; width: 62px; height: 29px; background: url(/images/share.gif) no-repeat!important; padding: 0;"></span></span></span> </p> <p class="article-source"> <a href ='/article/read.aspx?id=11136356' class='btnTitle btnIsView' target='_blank'><img alt='在线阅读' src='/images/btn-read.png'/></a><a class='btnTitle btnIsView' href="javascript:showdown('EcRmFT+nvSOqpuKgHCJGW7DKVywwD2RZEzJsi6CzQbc=')"><img alt="下载全文" src="/images/btn-down.png" /></a> <input id="hiddowninfo" type="hidden" value="EcRmFT+nvSOqpuKgHCJGW7DKVywwD2RZEzJsi6CzQbc="/> </p> <div class="collect" style="display: none"> <h5>我的收藏</h5> <div class="cnt"> <p> 名 称：<input type="text" name="collTitle" id="collSumTitle" /> </p> <p> 注 释：<input type="text" name="collRemark" id="collSumRemark" /> </p> <p style="text-align: center;"> <a href="javascript:void(0)" onclick="g_collectSumOk();"> <img width="65" height="17" src="/images_new/collect_ok.png" alt="完成" /></a> <a href="javascript:void(0)" onclick="g_collectSumCancel();"> <img width="65" height="17" src="/images_new/collect_no.png" alt="取消" /></a> </p> </div> </div> </div> <form name="wxTransfer" method="post"> <input type="hidden" name="lid" value="" /> <input type="hidden" name="sip" value="" /> <input type="hidden" name="date" value="" /> <input type="hidden" name="co" value="" /> <input type="hidden" name="Title_C" value="" /> <input type="hidden" name="Writers" value="" /> <input type="hidden" name="Name_C" value="" /> <input type="hidden" name="Num" value="" /> <input type="hidden" name="Years" value="" /> <input type="hidden" name="Volumn" value="" /> <input type="hidden" name="GCH" value="" /> <input type="hidden" name="Vol" value="" /> <input type="hidden" name="BookID" value="" /> <input type="hidden" name="SubjectNum" value="" /> <input type="hidden" name="SpecialNum" value="" /> <input type="hidden" name="mirrorName" value="" /> <input type="hidden" name="UserID" value="" /> <input type="hidden" name="UserName" value="" /> <input type="hidden" name="sourceID" value="" /> </form> <script type="text/javascript" src="/scripts/transfer.min.js"></script> <div class="article-detail"> <p class='author'><strong>作　　者：</strong><a href='/writer/article.aspx?id=100000010865883' target='_blank' ><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=A%3d%5b%e5%90%b4%e6%98%a5%e5%b9%b3%5d' title='吴春平[1]'>吴春平[1]</a> <a href='/writer/article.aspx?id=100000012740210' target='_blank' ><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=A%3d%5b%e5%bc%a0%e5%86%b0%5d' title='张冰[1]'>张冰[1]</a> <em> </em></p><p class='organ'><strong>机构地区：</strong><a href='/organ/article.aspx?id=9936&subid=&showname=&searchtype=' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=S%3d%e5%8d%8e%e4%b8%9c%e8%88%b9%e8%88%b6%e5%b7%a5%e4%b8%9a%e5%ad%a6%e9%99%a2%e7%94%b5%e5%ad%90%e4%b8%8e%e4%bf%a1%e6%81%af%e7%b3%bb' title='[1]华东船舶工业学院电子与信息系,镇江212003'>[1]华东船舶工业学院电子与信息系,镇江212003</a> <em> </em></p><p class='from'><strong>出　　处：</strong><a href='/journal/summary.aspx?gch=96823X' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=J%3d%5b%e8%88%b9%e8%88%b6%5d' title='船舶'>《船舶》</a>2004年第5期53-56,共4页<em>Ship & Boat</em></p><p class='abstrack'><strong>摘　　要：</strong>本文讨论了机动多目标跟踪的改进BP神经网络方法,它不同于传统的机动多目标跟踪方法,无需对 机动目标运动方程的结构有明确的了解。仿真结果表明,此方法不仅可以解决传统方法带来的计算量组合爆炸问 题,而且对于机动目标的状态估计有较高的精度和可信度。<em><abstract>is paper discusses the BP neural net improvement method of maneuver multiple tracking which is different from traditional maneuver multiple tracking method and doesn't require clear acknowledge of maneuver target movement equation structure. The simulation results indicates that this method can not only solve the combination explosion problem of calculation caused by traditional method, but also get more accuracy and creditability in maneuver target status estimation.</em></p><p class='subject'><strong>关 键 词：</strong><a href='/subject/article.aspx?id=6918860' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=K%3d%5b%e6%94%b9%e8%bf%9bBP%e7%ae%97%e6%b3%95%5d' title='改进BP算法'>改进BP算法</a> <a href='/zk/search.aspx?key=K%3d%5b%e6%9c%ba%e5%8a%a8%e5%a4%9a%e7%9b%ae%e6%a0%87%e8%b7%9f%e8%b8%aa%5d' title='机动多目标跟踪'>机动多目标跟踪</a> <a href='/zk/search.aspx?key=K%3d%5b%e4%bb%bf%e7%9c%9f%e7%bb%93%e6%9e%9c%5d' title='仿真结果'>仿真结果</a> <a href='/subject/article.aspx?id=8222741' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=K%3d%5bBP%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c%5d' title='BP神经网络'>BP神经网络</a> <a href='/zk/search.aspx?key=K%3d%5b%e5%8f%af%e4%bf%a1%e5%ba%a6%5d' title='可信度'>可信度</a> <a href='/zk/search.aspx?key=K%3d%5b%e6%9c%ba%e5%8a%a8%e7%9b%ae%e6%a0%87%5d' title='机动目标'>机动目标</a> <a href='/subject/article.aspx?id=3484111' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=K%3d%5b%e7%8a%b6%e6%80%81%e4%bc%b0%e8%ae%a1%5d' title='状态估计'>状态估计</a> <a href='/zk/search.aspx?key=K%3d%5b%e7%bb%84%e5%90%88%e7%88%86%e7%82%b8%5d' title='组合爆炸'>组合爆炸</a> <a href='/zk/search.aspx?key=K%3d%5b%e8%bf%90%e5%8a%a8%e6%96%b9%e7%a8%8b%5d' title='运动方程'>运动方程</a> <a href='/subject/article.aspx?id=5766174' target='_blank'><b class='type_ico_id'></b></a><a href='/zk/search.aspx?key=K%3d%5b%e8%ae%a1%e7%ae%97%e9%87%8f%5d' title='计算量'>计算量</a> </p><p class='class'><strong>分 类 号：</strong><a href='/zk/search.aspx?key=C%3dTP18' title='TP18'>TP18</a>[<a href = '/domain/article.aspx?id=594' >自动化与计算机技术—控制理论与控制工程</a>] </p> </div> <div id="content_wzxg" name="wzxg" class="article-graph"> <object width="695" height="250" classid="clsid:D27CDB6E-AE6D-11cf-96B8-444553540000" 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