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三維空間中高超聲速目標(biāo)修正三級(jí)Hough變換-檢測(cè)前跟蹤算法

王國(guó)宏 李岳峰 于洪波 李林

王國(guó)宏, 李岳峰, 于洪波, 李林. 三維空間中高超聲速目標(biāo)修正三級(jí)Hough變換-檢測(cè)前跟蹤算法[J]. 電子與信息學(xué)報(bào), 2018, 40(4): 890-897. doi: 10.11999/JEIT170622
引用本文: 王國(guó)宏, 李岳峰, 于洪波, 李林. 三維空間中高超聲速目標(biāo)修正三級(jí)Hough變換-檢測(cè)前跟蹤算法[J]. 電子與信息學(xué)報(bào), 2018, 40(4): 890-897. doi: 10.11999/JEIT170622
WANG Guohong, LI Yuefeng, YU Hongbo, LI Lin. Modified Triple-stage Hough Transform Track-before-detect Algorithm in Three-dimensional Space for Hypersonic Target[J]. Journal of Electronics & Information Technology, 2018, 40(4): 890-897. doi: 10.11999/JEIT170622
Citation: WANG Guohong, LI Yuefeng, YU Hongbo, LI Lin. Modified Triple-stage Hough Transform Track-before-detect Algorithm in Three-dimensional Space for Hypersonic Target[J]. Journal of Electronics & Information Technology, 2018, 40(4): 890-897. doi: 10.11999/JEIT170622

三維空間中高超聲速目標(biāo)修正三級(jí)Hough變換-檢測(cè)前跟蹤算法

doi: 10.11999/JEIT170622 cstr: 32379.14.JEIT170622
基金項(xiàng)目: 

國(guó)家自然科學(xué)基金(61731023, 61372027, 61501489, 61671462, 61701519),泰山學(xué)者建設(shè)工程專(zhuān)項(xiàng)經(jīng)費(fèi)

Modified Triple-stage Hough Transform Track-before-detect Algorithm in Three-dimensional Space for Hypersonic Target

Funds: 

The National Natural Science Foundation of China (61731023, 61372027, 61501489, 61671462, 61701519), Distinguished Taishan Scholars in Climbing Plan

  • 摘要: 針對(duì)大型相控陣?yán)走_(dá)對(duì)于臨近空間高超聲速目標(biāo)的檢測(cè)跟蹤問(wèn)題,該文提出一種修正的3級(jí)Hough變換(MTS-HT)檢測(cè)前跟蹤算法。首先,為了解決直接進(jìn)行3維Hough變換計(jì)算量大的問(wèn)題,將3維點(diǎn)跡依次降維映射至徑向距離-時(shí)間、方位角-時(shí)間和仰角-時(shí)間3個(gè)平面進(jìn)行2維Hough變換;其次,為了能夠在充分利用點(diǎn)跡能量信息的基礎(chǔ)上盡量減小強(qiáng)干擾的影響,在每級(jí)Hough變換中采用非相參積累和二值積累相結(jié)合的雙重積累方式進(jìn)行點(diǎn)跡篩選;最后,通過(guò)引入運(yùn)動(dòng)約束以及合并相似航跡的方式進(jìn)行航跡精簡(jiǎn),從而有效降低虛假航跡數(shù),得到按照時(shí)序關(guān)聯(lián)的最終檢測(cè)航跡。仿真結(jié)果表明,該算法具有較高的航跡檢測(cè)概率和較低的虛假航跡檢測(cè)概率,可以實(shí)現(xiàn)對(duì)臨近空間高超聲速目標(biāo)的有效檢測(cè)跟蹤。
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出版歷程
  • 收稿日期:  2017-06-28
  • 修回日期:  2017-12-14
  • 刊出日期:  2018-04-19

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