4.5 Article

Canonical Conditions for K/2 Degrees of Freedom

Journal

IEEE TRANSACTIONS ON INFORMATION THEORY
Volume 68, Issue 3, Pages 1716-1730

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIT.2021.3127236

Keywords

Integrated circuits; Interference; Transmitters; Topology; Receivers; Entropy; Random variables; Interference channels (ICs); degrees of freedom (DoF); self-similar distributions; additive combinatorics; Renyi information dimension

Funding

  1. European Union [694630]

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This paper presents a condition for achieving 1/2 degree of freedom for each user in constant K-user single-antenna interference channels. The condition applies to all channel topologies and captures the essence of interference alignment. Furthermore, codebook constructions are provided to achieve the desired degree of freedom for all channel matrices satisfying the identified condition.
We present a condition for 1/2 degree of freedom for each user in constant K-user single-antenna interference channels. This condition is sufficient for all and necessary for almost all channel matrices. Moreover, it applies to all channel topologies, i.e., to fully-connected channels as well as channels that have individual links absent, reflected by corresponding zeros in the channel matrix. Moreover, it captures the essence of interference alignment by virtue of being expressed in terms of a generic injectivity condition that guarantees separability of signal and interference. Finally, we provide codebook constructions achieving 1/2 degree of freedom for each user for all channel matrices satisfying the condition we identified.

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