Interference Alignment and Spatial Degrees of Freedom for the K User Interference Channel

Interference Alignment and Spatial Degrees of Freedom for the K User Interference Channel

11 Jul 2007 | Viveck R. Cadambe, Syed A. Jafar
This paper explores the spatial degrees of freedom for the $K$-user interference channel, where channel coefficients vary across frequency slots but are fixed in time. The authors address five key questions: 1. **Channel Design**: They show that $K/2$ degrees of freedom can be achieved by choosing the best finite and nonzero channel coefficient values. 2. **Random Channel Coefficients**: If channel coefficients are randomly drawn from a continuous distribution, the total number of spatial degrees of freedom is almost surely $K/2$ per orthogonal time and frequency dimension. 3. **Interference Alignment and Zero Forcing**: These techniques are sufficient to achieve all degrees of freedom in all cases. 4. **Capacity Characterization**: The degrees of freedom $D$ directly lead to an $\mathcal{O}(1)$ capacity characterization for multiple access, broadcast, 2-user interference, and 2-user MIMO $X$ channels, but this relationship is not known for the $K$-user interference channel with single antennas. 5. **Cognitive Message Sharing**: For the 3-user interference channel, sharing one message does not increase degrees of freedom, but sharing two messages raises the degrees of freedom from 3/2 to 2. The paper provides detailed proofs and examples to support these findings, including a constructive proof for the 3-user case and a characterization of the degrees of freedom region for the 3-user interference channel.This paper explores the spatial degrees of freedom for the $K$-user interference channel, where channel coefficients vary across frequency slots but are fixed in time. The authors address five key questions: 1. **Channel Design**: They show that $K/2$ degrees of freedom can be achieved by choosing the best finite and nonzero channel coefficient values. 2. **Random Channel Coefficients**: If channel coefficients are randomly drawn from a continuous distribution, the total number of spatial degrees of freedom is almost surely $K/2$ per orthogonal time and frequency dimension. 3. **Interference Alignment and Zero Forcing**: These techniques are sufficient to achieve all degrees of freedom in all cases. 4. **Capacity Characterization**: The degrees of freedom $D$ directly lead to an $\mathcal{O}(1)$ capacity characterization for multiple access, broadcast, 2-user interference, and 2-user MIMO $X$ channels, but this relationship is not known for the $K$-user interference channel with single antennas. 5. **Cognitive Message Sharing**: For the 3-user interference channel, sharing one message does not increase degrees of freedom, but sharing two messages raises the degrees of freedom from 3/2 to 2. The paper provides detailed proofs and examples to support these findings, including a constructive proof for the 3-user case and a characterization of the degrees of freedom region for the 3-user interference channel.
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