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Channel Coding Operation

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InfoTheory

Given (n,M)(n,M) code Cn\mathcal{C}_{n} with encoder/decoder pair (f,g)(f,g). ## Encoder To transmit message w∈Mw\in\mathcal{M}, the encoder generates an (error-correcting) codeword f(w)∈Xnf(w)\in\mathcal{X}^{n} and sends it over the channel (by using the channel nn times).

Decoder

At channel output, yn∈Yny^{n}\in\mathcal{Y}^{n} is received (which is, in general, a corrupted version of the sent codeword f(w)f(w)) and the decoder estimates the transmitted message as w^=g(yn)\hat w=g(y^{n})

The message WW is assumed to be a uniformly distributed RVRV over its alphabet M={1,⋯ ,M}\mathcal{M}=\{1,\cdots,M\} (as it typically represents a compressed data source which is assumed to be optimally compressed).

Therefor the pmf of WW is given by PW(w):=P(W=w)=1M, w∈MP_{W}(w):=P(W=w)=\frac{1}{M}, \ w\in\mathcal{M}

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