On Achievable Rates Over Noisy Nanopore Channels
In this paper, we consider a recent channel model of a nanopore sequencer proposed by McBain, Viterbo, and Saunderson (2024), termed the noisy nanopore channel (NNC). In essence, an NNC is a noisy duplication channel, whose input source has a specific Markov structure. We present bounds on the chann...
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Zusammenfassung: | In this paper, we consider a recent channel model of a nanopore sequencer
proposed by McBain, Viterbo, and Saunderson (2024), termed the noisy nanopore
channel (NNC). In essence, an NNC is a noisy duplication channel, whose input
source has a specific Markov structure. We present bounds on the channel
capacity of selected NNCs, via simple information-theoretic inequalities. In
particular, we provide a (tight) lower bound on the capacity of the noiseless
NCC and demonstrate that for an NNC with erasure noise, the capacity approaches
$1$ for nanopore memories that scale roughly logarithmically in the length of
the input sequence. |
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DOI: | 10.48550/arxiv.2501.02917 |