毫米波焦平面陣列的1/f噪聲的小波處理方法
THE PROCESSING MEANS OF 1/F NOISE IN MILLIMETER WAVE FOCAL PLANE ARRAY WITH WAVELET TRANSFORM
-
摘要: 文中在概要介紹毫米波焦平面陣列成象探測(cè)器中存在的1/f 噪聲的特性的基礎(chǔ)上,深入分析了小波變換與1/f 噪聲的關(guān)系,提出用小波分解的方法對(duì)毫米波焦平面探測(cè)器的1/f 噪聲進(jìn)行去相關(guān)處理,推導(dǎo)了相應(yīng)的表達(dá)式。仿真結(jié)果表明可得到滿意的效果。
-
關(guān)鍵詞:
- 毫米波焦平面陣列;1/f噪聲;小波變換;去相關(guān)
Abstract: After briefly interoducing the characteristics of 1/f noise in millimeter wave focal plane array detectors, the paper analyses the relation of the wavelet transform and 1/f noise in detail and suggests the fashion of decorrelating 1/f noise using the wavelet transform., also deduces the relative expressions. The results of computer simulation show the good effect. -
Goldsmith P F, et al. Focal plane imaging systems for millimeter wavelengths. IEEE Trans. on MTT, 1993, MTT-41(10): 1664-1675.[2] Zah C, et al. Millimeter wave monolithic Schottky diode imaging arrays. Int. J. of Infrared and Millimeter-Waves, 1985, 6(11): 981-997.[3] Scribner D A, et al. Test and evaluation of stability in IR staring focal plane arrays after nomini-formity correction. SPIE, 1989, 1108: 255-264.[4] Deriche M, Tewfik A H. Signal modeling with filtered discrete fractional noise processes. IEEE Trans. on Signal Processing, 1993, SP-41(11): 2839-2849.[2]Wornell G W. Wavelet-based representations for the 1/f family of fractal processes[J].Proc. IEEE.1993, 81(10):1428-1450[3]秦前清,楊宗凱.實(shí)用小波分析.西安西安電子科技大學(xué)出版社,1995: 29-54.[7] Hosking R M. Modeling persistence in hydrological time series using fractional differencing. Water Resources Research, 1984, 20(8): 1898-1908. -
計(jì)量
- 文章訪問數(shù): 2204
- HTML全文瀏覽量: 136
- PDF下載量: 430
- 被引次數(shù): 0