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卷積碼 BCJR 譯碼算法(五)--代碼講解以及總結(jié)

2023-01-16 22:37 作者:樂(lè)吧的數(shù)學(xué)  | 我要投稿

(錄制的視頻在:https://www.bilibili.com/video/BV1cM41187Ub/)

我們假如要計(jì)算如下這個(gè)概率

P(X_6%3D1%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)

注意上面公式中每個(gè) r_i? 其實(shí)是接收到的兩個(gè)數(shù)據(jù),分別對(duì)應(yīng) v_t%5E%7B(0)%7D%2C%20v_t%5E%7B(1)%7D?通過(guò)信道發(fā)送后得到的數(shù)據(jù)(這里要稍微注意一下,我們用 BPSK,則 0--> -1,? 1---->1 , 發(fā)送的是 -1 或者 +1).


輸入 為 比特 1, 對(duì)應(yīng)的狀態(tài)轉(zhuǎn)移有如下幾種情況:


%5Cpsi_6%3D0%20%5Cquad%20%5Cquad%20%20----%3E%20%20%5Cpsi_7%3D2%20%5C%5C%0A%0A%5Cpsi_6%3D1%20%5Cquad%20%5Cquad%20%20----%3E%20%20%5Cpsi_7%3D0%20%5C%5C%0A%0A%5Cpsi_6%3D2%20%5Cquad%20%5Cquad%20%20----%3E%20%20%5Cpsi_7%3D3%20%5C%5C%0A%0A%5Cpsi_6%3D3%20%5Cquad%20%5Cquad%20%20----%3E%20%20%5Cpsi_7%3D1%20%5C%5C



所以:

%5Cbegin%7Baligned%7D%0A%0AP(X_6%3D1%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%20%3D%20%26%20P(%5Cpsi_6%3D0%2C%5Cpsi_7%3D2%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%2B%20%20%5C%5C%0A%0A%20%20%26%20P(%5Cpsi_6%3D1%2C%5Cpsi_7%3D0%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%2B%20%20%5C%5C%0A%0A%20%20%26%20P(%5Cpsi_6%3D2%2C%5Cpsi_7%3D3%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%2B%20%20%5C%5C%0A%0A%20%20%26%20P(%5Cpsi_6%3D3%2C%5Cpsi_7%3D1%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%20%0A%0A%20%20%5Cquad%20%20----%20%5Cquad%20(4)%0A%0A%5Cend%7Baligned%7D


那么公式 (4) 中任何一個(gè)求和都可以按照下面這個(gè)例子來(lái)展開(kāi),我們以 P(%5Cpsi_6%3D2%2C%5Cpsi_7%3D3%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)?為例:



%5Cbegin%7Baligned%7D%0A%0AP(%5Cpsi_6%3D2%2C%5Cpsi_7%3D3%7Cr_0%2Cr_1%2C%5Ccdots%2Cr_9)%20%26%3D%20p(%20%5Cpsi_6%3D2%20%2C%20r_%7B%3C6%7D)%20p(%5Cpsi_7%3D3%2C%20r_6%20%7C%20%20%5Cpsi_6%3D2)%20%20p(r_%7B%3E6%7D%20%7C%20%5Cpsi_7%3D3%20)%20%5C%5C%0A%0A%26%3Dp(%20%5Cpsi_6%3D2%20%2C%20r_0%2Cr_1%2C%5Ccdots%2Cr_5)%20p(%5Cpsi_7%3D3%2C%20r_6%20%7C%20%20%5Cpsi_6%3D2)%20%20p(r_7%2C%5Ccdots%2Cr_9%20%7C%20%5Cpsi_7%3D3%20)%20%5C%5C%0A%0A%26%3D%20%5Calpha_6(2)%20%20%5Cgamma_6(2%2C3)%20%20%5Cbeta_7(3)%0A%0A%5Cend%7Baligned%7D










Python 代碼:


編碼前的數(shù)據(jù)為:x=[1,1,0,0,1,0,1,0,1,1]


編碼后:v=[1,1,1,1,0,1,0,1,1,0,0,1,1,1,0,1,1,0,1,0]


編碼的狀態(tài)轉(zhuǎn)移:%5Cpsi%20%3D%5B0%2C2%2C3%2C3%2C3%2C1%2C2%2C3%2C3%2C1%2C0%5D


r = [? (2.53008, 0.731636), (-0.523916, 1.93052), (-0.793262, 0.307327), (1.24029, 0.784426),(1.83461, -0.968171),??


(-0.433259, 1.26344),? ?(1.31717, 0.995695), ( -1.50301, 2.04413), (1.60015, -1.15293), (0.108878, -1.57889)]




如果根據(jù) r 直接譯碼,則


[1,1,0,1,0,1,0,1,1,0,0,1,1,1,0,1,1,0,1,0]


第三個(gè)(從1開(kāi)始算)比特是譯碼錯(cuò)了。





卷積碼 BCJR 譯碼算法(五)--代碼講解以及總結(jié)的評(píng)論 (共 條)

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