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zadoff 碼的超級快速的傅立葉變換

2022-08-13 13:14 作者:樂吧的數(shù)學(xué)  | 我要投稿

(錄制的視頻:https://www.bilibili.com/video/BV1EY4y1T7DY/

一般的 zadoff 碼, 其數(shù)學(xué)表達(dá)式可以寫成: ?

%20%20x_u(m)%20%3D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20u%20m%20(m%2B1)%7D%7BL%7D%7D%20%5Cquad%20m%3D0%2C1%2C%5Ccdots%2C%20L-1


這個(gè)函數(shù)是以 L 為周期的
證明: ?

%5Cbegin%7Balign%7D%0A%20x_u(m%2BL)%20%26%20%3D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20u%20(m%2BL)%20(m%2BL%2B1)%7D%7BL%7D%7D%20%20%5C%5C%0A%20%20%20%20%20%20%20%20%20%20%26%20%3D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20u%20m%20(m%2B1)%7D%7BL%7D%7D%20%20e%5E%7B%20-j%202%5Cpi%20u(m%2B%5Cfrac%7BL%2B1%7D%7B2%7D)%20%7D%0A%5Cend%7Balign%7D


zadoff 碼長一般為質(zhì)數(shù),L>2 時(shí) L 一定為奇數(shù), 所以, L+1 一定為偶數(shù) ?
所以 ?
%20x_u(m%2BL)%20%3D%20x_u(m)


證畢. ?








對 ZC 序列做 DFT:??

%20%20%20Y%5Bk%5D%3D%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7Dx_u(m)%20e%5E%7B-j%202%5Cpi%5Cfrac%7Bk%7D%7BL%7Dm%7D


把?x_u 的表達(dá)式代入上式:

%5Cbegin%7Balign%7D%0A%20%20%20Y%5Bk%5D%20%26%3D%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20u%20m%20(m%2B1)%7D%7BL%7D%7D%20e%5E%7B-j%202%5Cpi%5Cfrac%7Bk%7D%7BL%7Dm%7D%20%20%5C%5C%0A%20%20%20%20%20%20%20%20%26%3D%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20u%20m%20(m%2B1)%2B2%5Cpi%20km%7D%7BL%7D%7D%20%20%20%5Ctag%7B1%7D%0A%5Cend%7Balign%7D



找一個(gè)自然數(shù) v, 使得 uv mod L = 1, 構(gòu)造一個(gè)表達(dá)式:

e%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D



把公式 (1) 中提取出上式: ?

Y%5Bk%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20um(m%2B1)%2B2%5Cpi%20km%20%2B%20%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D%20(%20%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D


因?yàn)?uv 模 L 余 1, 所以,可以把 uv 乘在分子的任何一項(xiàng)上,容易證明,乘完之后不改變原等式. ?

%5Cbegin%7Balign%7D%0AY%5Bk%5D%20%26%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cfrac%7B%5Cpi%20um(m%2B1)%2B2%5Cpi%20km%20%5Ccolor%7Bblue%7D%7Buv%7D%20%2B%20%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D%20(%20%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%20%20%5C%5C%0A%20%20%20%20%20%26%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7B%20m(m%2B1)%2B2%20km%20%5Ccolor%7Bblue%7D%7Bv%7D%20%2B%20%20%5Ccolor%7Bred%7D%7Bvk%7D%20(%20%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%20%20%5C%5C%0A%5Cend%7Balign%7D



其中 ?

m(m%2B1)%2B2kmv%2Bvk(vk%2B1)%3Dm%5E2%2B(2kv%2B1)m%2Bvk(vk%2B1)%3D(m%2Bvk)(m%2Bvk%2B1)


所以 ?

Y%5Bk%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7B(m%2Bvk)(m%2Bvk%2B1)%7D%7BL%7D%7D


上式中的求和項(xiàng), 也是一個(gè) zadoff 碼, 因?yàn)?zadoff 碼是以 L 為周期的周期函數(shù), 所以,第二個(gè)求和項(xiàng)可以等價(jià)替換: ?

Y%5Bk%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7Bm(m%2B1)%7D%7BL%7D%7D


當(dāng) k=0 時(shí):

%20%20Y%5B0%5D%3D%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7Bm(m%2B1)%7D%7BL%7D%7D


當(dāng) k = 1 時(shí),

Y%5B1%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20v(v%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7Bm(m%2B1)%7D%7BL%7D%7D%20%20%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20v(v%2B1)%7D%7BL%7D%7D%20%20Y%5B0%5D%3Dx_u%5E%7B*%7D(v)Y%5B0%5D


其中?x_u%5E%7B*%7D(v) 表示 x_u(v) 的共軛 ?
可以看到,Y[k] 可以用 Y[0] 和 某一個(gè)%20x_u(m) 的共軛相乘即可得到, 這要比 DFT 的計(jì)算量要少很多,即使與 FFT 比較也計(jì)算量要少不少

依次類推,

當(dāng) k = 2 時(shí),

Y%5B2%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%202v(2v%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7Bm(m%2B1)%7D%7BL%7D%7D%20%20%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%202v(2v%2B1)%7D%7BL%7D%7D%20%20Y%5B0%5D%3Dx_u%5E%7B*%7D((2v)mod%20%5C%20L)%5C%20Y%5B0%5D


一般化:

Y%5Bk%5D%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%0A%20%20%20%20%20%20%20%20%5Csum_%7Bm%3D0%7D%5E%7BL-1%7D%20e%5E%7B-j%20%5Cpi%20u%20%5Cfrac%7Bm(m%2B1)%7D%7BL%7D%7D%20%3De%5E%7Bj%5Cfrac%7B%5Cpi%20u%20%5Ccolor%7Bred%7D%7Bvk%7D(%5Ccolor%7Bred%7D%7Bvk%7D%2B1)%7D%7BL%7D%7D%20%20Y(0)%20%3Dx_u%5E%7B*%7D((kv)mod%20%5C%20L)%5C%20Y%5B0%5D


zadoff 碼的超級快速的傅立葉變換的評論 (共 條)

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