Update CSE5313_L26.md
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@@ -33,7 +33,7 @@ mRNA carries info to Ribosome as codons of length 3 over GUCA.
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2nd Chargaff rule:
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- $#𝐴 ≈ #𝑇$ and $#G \approx #C$ in each strands.
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- $#A \approx #T$ and $#G \approx #C$ in each strands.
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- Can be explained via tandem duplications.
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- $GCAGCATT \implies GCAGCAGCATT$.
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- Occur naturally during cell mitosis.
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@@ -369,30 +369,31 @@ This implies that $n-\log |\mathcal{C}|\geq n-\log(n+1)-\log|\mathcal{C}_j|\geq
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Corollary: In the relevant regime $t=O(n^{1-\epsilon})$, we have $\Omega(t\log n)$ redundancy.
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TRACK LOST HERE
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### t-break codes: Main ideas.
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𝑡-break codes: Main ideas.
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• Encoding:
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– Need multiple markers across the codeword.
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– Construct an adjacency matrix 𝐴 of markers to record their order.
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– Append 𝑅𝑆2𝑡 𝐴 to the codeword (as in the sliced channel).
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• Decoding (from 𝑡 + 1 fragments):
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– Locate all surviving markers, and locate 𝑅𝑆2𝑡 𝐴 ′.
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– Build an approximate adjacency matrix 𝐴
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′
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from surviving markers (𝑑𝐻 𝐴, 𝐴′ ≤ 2𝑡).
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– Correct 𝐴
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′
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, 𝑅𝑆2𝑡 𝐴 ′ ↦ 𝐴 , 𝑅𝑆2𝑡 𝐴 .
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– Order the fragments correctly using 𝐴.
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• Tools:
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– Random encoding (to have many markers).
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– Mutually uncorrelated codes (so that markers will not overlap).
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Encoding:
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Tool: Mutually uncorrelated codes.
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• Want: Markers not to overlap.
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• Solution: Take markers from a Mutually Uncorrelated Codes (existing notion).
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– A code ℳ is called mutually uncorrelated if no suffix of any 𝑚𝑖 ∈ ℳ if a prefix of another
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- Need multiple markers across the codeword.
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- Construct an adjacency matrix 𝐴 of markers to record their order.
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- Append $RS_{2t}(A)$ to the codeword (as in the sliced channel).
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Decoding (from $t + 1$ fragments):
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- Locate all surviving markers, and locate $RS_{2t}(A)'$.
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- Build an approximate adjacency matrix $A'$ from surviving markers $(d_H(A, A' )\leq 2t)$.
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- Correct $(A',RS_{2t}(A)')\mapsto (A,RS_{2t}(A))$.
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- Order the fragments correctly using $A$.
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Tools:
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- Random encoding (to have many markers).
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- Mutually uncorrelated codes (so that markers will not overlap).
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#### Tool: Mutually uncorrelated codes.
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- Want: Markers not to overlap.
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- Solution: Take markers from a Mutually Uncorrelated Codes (existing notion).
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- A code $\mathcal{M}$ is called mutually uncorrelated if no suffix of any 𝑚𝑖 ∈ ℳ if a prefix of another
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𝑚𝑗 ∈ ℳ (including 𝑖 = 𝑗).
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– Many constructions exist.
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• Theorem: For any integer ℓ there exists a mutually uncorrelated code 𝐶𝑀𝑈 of length
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