Polar Codes for Channel Simulation
Keywords: channel simulation, polar codes, linear codes, Error-correcting codes, quantization, data compression, DNN-based data compression
Abstract: We consider the design of practically-implementable schemes for the task of channel simulation. Existing methods do not scale with the
number of simultaneous uses of the channel and are therefore unable to harness the amortization gains associated with simulating many uses of the channel at once. We propose a new scheme that uses polar codes to efficiently simulate i.i.d. copies of a class of binary-output channels.
Submission Number: 64
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