Blackburn, Simon R and Claridge, Jessica (2025) The Capacity of a Finite Field Matrix Channel. IEEE Transactions on Information Theory. p. 1. DOI https://doi.org/10.1109/tit.2025.3536077
Blackburn, Simon R and Claridge, Jessica (2025) The Capacity of a Finite Field Matrix Channel. IEEE Transactions on Information Theory. p. 1. DOI https://doi.org/10.1109/tit.2025.3536077
Blackburn, Simon R and Claridge, Jessica (2025) The Capacity of a Finite Field Matrix Channel. IEEE Transactions on Information Theory. p. 1. DOI https://doi.org/10.1109/tit.2025.3536077
Abstract
The Additive-Multiplicative Matrix Channel (AMMC) was introduced by Silva, Kschischang and Kötter in 2010 to model data transmission using random linear network coding. The input and output of the channel are n × m matrices over a finite field Fq. When the matrix X is input, the channel outputs Y = A(X + W) where A is a uniformly chosen n × n invertible matrix over Fq and where W is a uniformly chosen n × m matrix over Fq of rank t. Silva et al. considered the case when 2n ≤ m. They determined the asymptotic capacity of the AMMC when t, n and m are fixed and q ∞. They also determined the leading term of the capacity when q is fixed, and t, n and m grow linearly. We generalise these results, showing that the condition 2n ≥ m can be removed. (Our formula for the capacity falls into two cases, one of which generalises the 2n ≥ m case.) We also improve the error term in the case when q is fixed.
Item Type: | Article |
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Uncontrolled Keywords: | channel capacity; matrix channels; Random network coding |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Mathematics, Statistics and Actuarial Science, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 18 Feb 2025 12:51 |
Last Modified: | 18 Feb 2025 13:02 |
URI: | http://repository.essex.ac.uk/id/eprint/40335 |
Available files
Filename: Accepted_The_Capacity_of_a_Finite_Field_Matrix_Channel.pdf