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Paper:

TR24-091 | 14th May 2024 15:14

When Do Low-Rate Concatenated Codes Approach The Gilbert--Varshamov Bound?

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TR24-091
Authors: Dean Doron, Jonathan Mosheiff, Mary Wootters
Publication: 14th May 2024 15:21
Downloads: 125
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Abstract:

The Gilbert--Varshamov (GV) bound is a classical existential result in coding theory. It implies that a random linear binary code of rate $\varepsilon^2$ has relative distance at least $\frac{1}{2} - O(\varepsilon)$ with high probability. However, it is a major challenge to construct explicit codes with similar parameters.

One hope to derandomize the Gilbert--Varshamov construction is with code concatenation: We begin with a (hopefully explicit) outer code $\mathcal{C}_{\mathrm{out}}$ over a large alphabet, and concatenate that with a small binary random linear code $\mathcal{C}_{\mathrm{in}}$. It is known that when we use independent small codes for each coordinate, then the result lies on the GV bound with high probability, but this still uses a lot of randomness. In this paper, we consider the question of whether code concatenation with a single random linear inner code $\mathcal{C}_{\mathrm{in}}$ can lie on the GV bound; and if so what conditions on $\mathcal{C}_{\mathrm{out}}$ are sufficient for this.

We show that first, there do exist linear outer codes $\mathcal{C}_{\mathrm{out}}$ that are ``good'' for concatenation in this sense (in fact, most linear codes codes are good). We also provide two sufficient conditions for $\mathcal{C}_{\mathrm{out}}$, so that if $\cout$ satisfies these, $\mathcal{C}_{\mathrm{out}}\circ \mathcal{C}_{\mathrm{in}}$ will likely lie on the GV bound. We hope that these conditions may inspire future work towards constructing explicit codes $\mathcal{C}_{\mathrm{out}}$.



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