The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.
On the Number of RF Chains and Phase Shifters, and Scheduling Design With Hybrid Analog–Digital Beamforming
Open accessAbstract
This paper considers hybrid beamforming (HB) for downlink multiuser massive multiple-input multiple-output (MIMO) systems with frequency selective channels. The proposed HB design employs sets of digitally controlled phase (fixed phase) paired phase shifters (PSs) and switches. For this system, first we determine the required number of radio frequency (RF) chains and PSs such that the proposed HB achieves the same performance as that of the digital beamforming (DB) which utilizes N (number of transmitter antennas) RF chains. We show that the performance of the DB can be achieved with our HB just by utilizing rtRF chains and 2rt(N-rt+ 1) PSs, where rt≤ N is the rank of the combined digital precoder matrices of all subcarriers. Second, we provide a simple and novel approach to reduce the number of PSs with only a negligible performance degradation. Numerical results reveal that only 20-40 PSs per RF chain are sufficient for practically relevant parameter settings. Finally, for the scenario where the deployed number of RF chains (Na) is less than rt, we propose a simple user scheduling algorithm to select the best set of users in each subcarrier. Simulation results validate theoretical expressions, and demonstrate the superiority of the proposed HB design over the existing HB designs in both flat fading and frequency selective channels.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Horn, R. A., & Johnson, C. R. (1985) · Cambridge University Press eBooks · doi:10.1017/cbo9780511810817 · Cited by 10,280
Probability, Random Variables, and Stochastic Processes
Miller, I. (1966) · Technometrics · doi:10.1080/00401706.1966.10490365 · Cited by 8,452
Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas
Marzetta, T. L. (2010) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2010.092810.091092 · Cited by 6,302
Spatially Sparse Precoding in Millimeter Wave MIMO Systems
Ayach, O. E., Rajagopal, S., Abu-Surra, S., Pi, Z., & Heath, R. W. (2014) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2014.011714.130846 · Cited by 3,557
Energy and spectral efficiency of very large multiuser MIMO systems
Ngo, H. Q., Larsson, E. G., & Marzetta, T. L. (2013) · IEEE Transactions on Communications · doi:10.1109/tcomm.2013.020413.110848 · Cited by 3,173
Aspects of multivariate statistical theory
Muirhead, R. J. 1. (1982) · Cited by 3,032
Roh, W., Seol, J.-Y., Park, J., Lee, B., Lee, J., Kim, Y., Cho, J., Cheun, K., & Aryanfar, F. (2014) · IEEE Communications Magazine · doi:10.1109/mcom.2014.6736750 · Cited by 2,792
An introduction to millimeter-wave mobile broadband systems
Pi, Z., & Khan, F. (2011) · IEEE Communications Magazine · doi:10.1109/mcom.2011.5783993 · Cited by 2,538
Millimeter Wave Channel Modeling and Cellular Capacity Evaluation
Akdeniz, M. R., Liu, Y., Samimi, M. K., Sun, S., Rangan, S., Rappaport, T. S., & Erkip, E. (2014) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2014.2328154 · Cited by 2,476
Aspects of Multivariate Statistical Theory
Muirhead, R. J. (1982) · Wiley Series in Probability and Statistics · doi:10.1002/9780470316559 · Cited by 2,260
Metadata
- Authors
- Bogale, T. E., Le, L. B., Haghighat, A., & Vandendorpe, L.
- Venue
- IEEE Transactions on Wireless Communications
- Published
- 2016-05
- Volume
- 15
- Issue
- 5
- Pages
- 3311-3326
- ISSN
- 1536-1276 (ISSN-L)
- OpenAlex
- W2270735382
- Cited by
- 257
- References
- 32
- FWCI
- 19.21
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: On the Number of RF Chains and Phase Shifters, and Scheduling Design With Hybrid Analog–Digital Beamforming. https://app.cochat.ai/papers/10.1109/twc.2016.2519883
- The paper
- Bogale, T. E., Le, L. B., Haghighat, A., & Vandendorpe, L. (2016). On the Number of RF Chains and Phase Shifters, and Scheduling Design With Hybrid Analog–Digital Beamforming. IEEE Transactions on Wireless Communications. https://doi.org/10.1109/twc.2016.2519883
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.