Energy, Latency, and Reliability Tradeoffs in Coding Circuits

preprint2016arXivOpen access

Abstract

It is shown that fully-parallel encoding and decoding schemes with asymptotic block error probability that scales as O(f(n))O\left(f\left(n\right)\right) have Thompson energy that scales as Ω(ln⁡f(n)n)Ω\left(\sqrt{\ln f\left(n\right)}n\right). As well, it is shown that the number of clock cycles (denoted T(n)T\left(n\right)) required for any encoding or decoding scheme that reaches this bound must scale as T(n)≥ln⁡f(n)T\left(n\right)\ge\sqrt{\ln f\left(n\right)}. Similar scaling results are extended to serialized computation. The Grover information-friction energy model is generalized to three dimensions and the optimal energy of encoding or decoding schemes with probability of block error PeP_\mathrm{e} is shown to be at least Ω(n(ln⁡Pe(n))13)Ω\left(n\left(\ln P_{\mathrm{e}}\left(n\right)\right)^{\frac{1}{3}}\right).

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