Successive Interference Cancellation Implementation for ns-3 MU-MIMO mmWave Module
Pages 45 - 53
Abstract
This paper presents a link abstraction model and ns-3 implementation of Successive Interference Cancellation (SIC) decoding for the uplink of a mmwave 5G network supporting Space Division Multiple Access (SDMA). The link abstraction model relies on the assumption that the physical layer (PHY) employs capacity-achieving channel coding on top of large Transport Blocks (TB) comprising a large number of OFDM subcarriers. This assumption is standard in the existing link performance models for 5G in ns-3. The proposed implementation is based on an openly available modified fork of the ns-3 mmwave module with support for Multi-User MIMO (MU-MIMO) SDMA. Simulation results validate the implementation and display PHY performance improvement due to SIC.
Supplemental Material
External - MU-MIMO SIC Extension of the ns-3 MU-MIMO mmWave Module
This repository implements a link abstraction model of Successive Interference Cancellation (SIC) decoding for the uplink of a mmwave 5G network supporting Space Division Multiple Access (SDMA). The code is itself a fork of an openly available modified fork of the ns-3 mmwave module with support for Multi-User MIMO (MU-MIMO) SDMA.
GPLv2
Download from: https://github.com/gomezcuba/ns3-mmwave-hbf-public
References
[1]
3GPP. 2020. 3rd Generation Partnership Project; Technical Specification Group Radio Access Network; NR; Multiplexing and Channel Coding (Release 16). ETSI TS 38.21216.1.0 (2020).
[2]
3GPP. 2023. 3rd Generation Partnership Project; Technical Specification Group Radio Access Network; NR; NR and NG-RAN Overall Description; Stage 2 (Release 18). ETSI TS 38.30018.0.0 (2023).
[3]
Mustafa Riza Akdeniz, Yuanpeng Liu, Mathew K. Samimi, Shu Sun, Sundeep Rangan, Theodore S. Rappaport, and Elza Erkip. 2014. Millimeter Wave Channel Modeling and Cellular Capacity Evaluation. IEEE Journal on Selected Areas in Communications 32, 6 (jun 2014), 1164–1179. https://doi.org/10.1109/JSAC.2014.2328154
[4]
Ahmed Alkhateeb, Geert Leus, and Robert W. Heath. 2015. Limited Feedback Hybrid Precoding for Multi-User Millimeter Wave Systems. IEEE Transactions on Wireless Communications 14, 11 (2015), 6481–6494. https://doi.org/10.1109/TWC.2015.2455980
[5]
Biljana Bojovic, Zoraze Ali, and Sandra Lagen. 2022. ns-3 and 5G-LENA Extensions to Support Dual-Polarized MIMO. In Proceedings of the 2022 Workshop on ns-3 (WNS3 ’22). Virtual Event, USA, 1–9. https://doi.org/10.1145/3532577.3532595
[6]
Biljana Bojovic, Katerina Koutlia, Sandra Lagen, Natale Patriciello, Zoraze Ali, and Lorenza Giupponi. 2023. 5G-LENA ns-3 NR Module. https://doi.org/10.5281/zenodo.10246105
[7]
Maurizio Casoni and Natale Patriciello. 2016. Next-generation TCP for ns-3 Simulator. Simulation Modelling Practice and Theory 66 (2016), 81–93. https://doi.org/10.1016/j.simpat.2016.03.005
[8]
Cisco Systems Inc.2020. Cisco Annual Internet Report (2018–2023). White Paper (2020). https://www.cisco.com/c/en/us/solutions/collateral/executive-perspectives/annual-internet-report/white-paper-c11-741490.html
[9]
Bruno Clerckx, Yijie Mao, Eduard A. Jorswieck, Jinhong Yuan, David J. Love, Elza Erkip, and Dusit Niyato. 2023. Guest Editorial Rate Splitting for Future Wireless Networks. IEEE Journal on Selected Areas in Communications 41, 5 (2023), 1259–1264. https://doi.org/10.1109/JSAC.2023.3240013
[10]
Bruno Clerckx, Yijie Mao, Robert Schober, Eduard A. Jorswieck, David J. Love, Jinhong Yuan, Lajos Hanzo, Geoffrey Ye Li, Erik G. Larsson, and Giuseppe Caire. 2021. Is NOMA Efficient in Multi-Antenna Networks? A Critical Look at Next Generation Multiple Access Techniques. IEEE Open Journal of the Communications Society 2 (2021), 1310–1343. https://doi.org/10.1109/OJCOMS.2021.3084799
[11]
Suhas N. Diggavi and Thomas M. Cover. 2001. The Worst Additive Noise Under a Covariance Constraint. IEEE Transactions on Information Theory 47, 7 (2001), 3072–3081. https://doi.org/10.1109/18.959289
[12]
Ulrich Fincke and Michael Pohst. 1985. Improved Methods for Calculating Vectors of Short Length in a Lattice, Including a Complexity Analysis. Math. Comp. 44, 170 (1985), 463–471.
[13]
Marco Giordani, Michele Polese, Arnab Roy, Douglas Castor, and Michele Zorzi. 2019. A Tutorial on Beam Management for 3GPP NR at mmWave Frequencies. IEEE Communications Surveys and Tutorials 21, 1 (2019), 173–196. https://doi.org/10.1109/COMST.2018.2869411
[14]
Felipe Gómez-Cuba, Tommaso Zugno, Junseok Kim, Michele Polese, Saewoong Bahk, and Michele Zorzi. 2022. Hybrid Beamforming in 5G mmWave Networks: A Full-Stack Perspective. IEEE Transactions on Wireless Communications 21, 2 (2022), 1288–1303. https://doi.org/10.1109/TWC.2021.3103575
[15]
Robert W. Heath, Nuria González-Prelcic, Sundeep Rangan, Wonil Roh, and Akbar M. Sayeed. 2016. An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems. IEEE Journal of Selected Topics in Signal Processing 10, 3 (2016), 436–453. https://doi.org/10.1109/JSTSP.2016.2523924
[16]
Carles Navarro i Manchon, Luc Deneire, Preben Mogensen, and Troels B. Sorensen. 2008. On the Design of a MIMO-SIC Receiver for LTE Downlink. In 2008 IEEE 68th Vehicular Technology Conference. Calgary, AB, Canada, 1–5. https://doi.org/10.1109/VETECF.2008.189
[17]
David J. Love and Robert W. Heath. 2005. Limited Feedback Unitary Precoding for Spatial Multiplexing Systems. IEEE Transactions on Information Theory 51, 8 (2005), 2967–2976. https://doi.org/10.1109/TIT.2005.850152
[18]
Angel Lozano and Nihar Jindal. 2012. Are Yesterday’s Information-Theoretic Fading Models and Performance Metrics Adequate for the Analysis of Today’s Wireless Systems?IEEE Communications Magazine 50, 11 (2012), 210–217. https://doi.org/10.1109/MCOM.2012.6353703
[19]
Marco Mezzavilla, Marco Miozzo, Michele Rossi, Nicola Baldo, and Michele Zorzi. 2012. A Lightweight and Accurate Link Abstraction Model for the Simulation of LTE Networks in ns-3. In Proceedings of the 15th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems(MSWiM ’12). Paphos, Cyprus, 55–60. https://doi.org/10.1145/2387238.2387250
[20]
Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, and Michele Zorzi. 2018. End-to-End Simulation of 5G mmWave Networks. IEEE Communications Surveys & Tutorials 20, 3 (2018), 2237–2263. https://doi.org/10.1109/COMST.2018.2828880
[21]
Preben E. Mogensen, Wei Na, István Z. Kovács, Frank Frederiksen, Akhilesh Pokhariyal, Klaus I. Pedersen, Troels Kolding, Klaus Hugl, and Markku Kuusela. 2007. LTE Capacity Compared to the Shannon Bound. In IEEE Vehicular Technology Conference (VTC Spring). Dublin, Ireland.
[22]
Hitesh Poddar, Tomoki Yoshimura, Matteo Pagin, Theodore Rappaport, Art Ishii, and Michele Zorzi. 2023. ns-3 Implementation of Sub-Terahertz and Millimeter Wave Drop-based NYU Channel Model (NYUSIM). Vol. 1. 19–27 pages. https://doi.org/10.1145/3592149.3592155
[23]
Michele Polese, Marco Giordani, Arnab Roy, Sanjay Goyal, Douglas Castor, and Michele Zorzi. 2018. End-to-End Simulation of Integrated Access and Backhaul at mmWaves. In IEEE 23rd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). Barcelona, Spain, 1–7. https://doi.org/10.1109/CAMAD.2018.8514996
[24]
Adel A.M. Saleh and Reinaldo Valenzuela. 1987. A Statistical Model for Indoor Multipath Propagation. IEEE Journal on Selected Areas in Communications 5, 2 (feb 1987), 128–137. https://doi.org/10.1109/JSAC.1987.1146527
[25]
David Tse and Pramod Viswanath. 2005. Fundamentals of Wireless Communication. Cambridge university press.
[26]
Tommaso Zugno, Michele Polese, Natale Patriciello, Biljana Bojovic, Sandra Lagen, and Michele Zorzi. 2020. Implementation of A Spatial Channel Model for ns-3. In Proceedings of the 2020 Workshop on ns-3 (WNS3’20). Gaithersburg, MD, USA.
Index Terms
- Successive Interference Cancellation Implementation for ns-3 MU-MIMO mmWave Module
Recommendations
Successive interference cancellation for DS-CDMA systems with transmit diversity
Special issue on innovative signal transmission and detection techniques for next generation cellular CDMA systemsWe introduce a new successive interference cancellation (SIC) technique for direct sequence code division multiple access (DS-CDMA) systems with transmit diversity. The transmit diversity is achieved with a space-time block code (STBC). In our work we ...
Successive interference cancellation in asynchronous CC-CDMA systems under Rician fading channels
AbstractThe unprecedented frequency diversity gain offered by complementary coded code-division multiple access (CC-CDMA) makes it more attractive than conventional CDMA systems in frequency selective fading channels. CC-CDMA loses its interference-...
MMSE reception and successive interference cancellation for MIMO systems with high spectral efficiency
In this paper, we investigate the performance in terms of symbol error probability (SEP) of multiple-input-multiple-output (MIMO) systems with high spectral efficiency. In particular, we consider the coherent detection of M-PSK signals in a flat ...
Comments
Information & Contributors
Information
Published In
June 2024
67 pages
ISBN:9798400717635
DOI:10.1145/3659111
- Editors:
- Sandra Lagén,
- Pasquale Imputato,
- Mohit Tahiliani,
- Proceedings Chair:
- Eric Gamess
Copyright © 2024 Owner/Author.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike International 4.0 License.
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 05 June 2024
Check for updates
Badges
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Funding Sources
- Universidade de Vigo
- Ministerio de Ciencia e Innovación (MICINN) Spain
- CISUG
Conference
WNS3 2024
Acceptance Rates
Overall Acceptance Rate 54 of 82 submissions, 66%
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 90Total Downloads
- Downloads (Last 12 months)90
- Downloads (Last 6 weeks)42
Reflects downloads up to 03 Sep 2024
Other Metrics
Citations
View Options
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML FormatGet Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in