Abstract
Although interference alignment (IA) can theoretically achieve the optimal degrees of freedom (DoFs) in the K -user Gaussian interference channel, its direct application comes at the prohibitive cost of precoding over exponentially many signaling dimensions. On the other hand, it is known that practical one-shot IA precoding (i.e., linear schemes without symbol expansion) provides a vanishing DoFs gain in large fully connected networks with generic channel coefficients. In our previous work, we introduced the concept of cellular IA for a network topology induced by hexagonal cells with sectors and nearest-neighbor interference. Assuming that neighboring sectors can exchange decoded messages (and not received signal samples) in the uplink, we showed that linear one-shot IA precoding over M transmit/receive antennas can achieve the optimal M/2 DoFs per user. In this paper, we extend this framework to networks with omni-directional (non-sectorized) cells and consider a limited practical scenario where users have 2 antennas, and base-stations have 2, 3, or 4 antennas. We provide linear one-shot IA schemes for the 2 × 2, 2 × 3, and 2 × 4 cases, and show the achievability of 3/4, 1, and 7/6 DoFs per user, respectively. DoFs converses for one-shot schemes require the solution of a discrete optimization problem over a number of variables that grows with the network size. We develop a new approach to transform such optimization problem into a tractable linear program with significantly fewer variables. This approach is used to show that 3/4 DoFs per user are indeed optimal for one-shot schemes over large (extended) cellular network with 2 × 2 links.
| Original language | English (US) |
|---|---|
| Article number | 7302582 |
| Pages (from-to) | 6663-6679 |
| Number of pages | 17 |
| Journal | IEEE Transactions on Information Theory |
| Volume | 61 |
| Issue number | 12 |
| DOIs | |
| State | Published - Dec 2015 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2015 IEEE.
Keywords
- Cellular Systems
- Degrees of Freedom
- Interference Alignment
- Network Interference Cancellation
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