There have been significant research activities in recent years to automate the design of channel encoders and decoders via deep learning. Due the dimensionality challenge in …
Progress in designing channel codes has been driven by human ingenuity and, fittingly, has been sporadic. Polar codes, developed on the foundation of Arikan's polarization kernel …
M Soleymani, MV Jamali… - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
We consider the problem of coded distributed computing where a large linear computational job, such as a matrix multiplication, is divided into smaller tasks, encoded using an linear …
Reed-Muller (RM) codes achieve the capacity of general binary-input memoryless symmetric channels and are conjectured to have a comparable performance to that of …
We present a low-complexity and low-latency decoding algorithm for a class of Reed-Muller (RM) subcodes that are defined based on the product of smaller RM codes. More …
While decades of theoretical research have led to the invention of several classes of error- correction codes, the design of such codes is an extremely challenging task, mostly driven …
M Kamenev - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
We present a novel iterative decoding algorithm for Reed-Muller (RM) codes, which takes advantage of a graph representation of the code. Vertices of the considered graph …
S Srivastava, A Banerjee - 2024 IEEE International Symposium …, 2024 - ieeexplore.ieee.org
This paper proposes Dense KO (DKO) codes to enhance the recently introduced KO coding framework for faster convergence and reduced model complexity. The key idea is to replace …