Abstract
This paper provides capacity results for multi-user mm-wave
hybrid-beamforming, and presents optimal joint beam allocation and user
scheduling algorithms. We characterize the downlink capacity of a
practical system with quantized analog beamforming code-books under the
constraint that users cannot be scheduled at the same time if they are
closer together than a beam width in angle. We show that the capacity
region is determined by a small number of linear inequality constraints.
We also present capacity-achieving scheduling algorithms that provide
beam allocations guaranteeing that user rate requirements are met within
each resource block. In particular, we propose “sand-filling”
algorithms that are provably optimal and which have linear complexity.
Intuitively, our schemes can be viewed in terms of filling containers
with coloured sand, in such a way that the colours at any given height
do not conflict with the colours in the other containers at the same
height, where the containers represent the RF chains (
i.e
. the beamforming resources), and the coloured sand represents the users
(and their rate requirements). We show a numerical example where the
capacity of our scheme is 82% higher than a traditional resource
partitioning scheme.
| Original language | English |
|---|---|
| Pages (from-to) | 5624-5639 |
| Number of pages | 16 |
| Journal | IEEE Transactions on Information Theory |
| Volume | 70 |
| Issue number | 8 |
| Early online date | 13 May 2024 |
| DOIs | |
| Publication status | Published - Aug 2024 |
Fingerprint
Dive into the research topics of 'Joint beam allocation and scheduling for mmWave cellular networks'. Together they form a unique fingerprint.Projects
- 1 Finished
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DP23: Enabling wide area mm-wave mobile broadband networks
Hanly, S. (Primary Chief Investigator), Collings, I. (Chief Investigator) & Inaltekin, H. (Chief Investigator)
1/01/23 → 31/12/25
Project: Research
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