Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO

Khawla A. Alnajjar; Peter J. Smith; Graeme K. Woodward; Dushyantha A. Basnayaka

doi:10.1109/SPAWC.2016.7536905

Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO

Khawla A. Alnajjar
, Peter J. Smith
, Graeme K. Woodward
, Dushyantha A. Basnayaka

School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we take a proposed low-complexity Vertical Bell Laboratories Layered Space Time receiver based on maximal ratio combining and further simplify the algorithm by replacing the channel norm ordering by a power based ordering. The receiver operates in an uplink massive multiple-input-multiple-output deployment with distributed single-antenna users and a large base station (BS) array. The novel receiver is compared with other more complex detection schemes such as linear zero forcing. Moreover, an explicit closed form analysis for error probability for both co-located and distributed BSs is provided. It is shown that the error performance of the distributed scenario is well approximated by a modified version of a co-located scenario. The simulation study demonstrates the performance of the proposed scheme and confirms the accuracy of analytical results.

Original language	English
Title of host publication	SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications
Publisher	Institute of Electrical and Electronics Engineers
ISBN (Electronic)	9781509017492
DOIs	https://doi.org/10.1109/SPAWC.2016.7536905
Publication status	Published - 11 Aug 2016
Event	17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016 - Edinburgh, United Kingdom Duration: 3 Jul 2016 → 6 Jul 2016

Conference

Conference	17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016
Country/Territory	United Kingdom
City	Edinburgh
Period	3/07/16 → 6/07/16

Keywords / Materials (for Non-textual outputs)

Massive MIMO
MIMO
MRC
V-BLAST
ZF

Access to Document

10.1109/SPAWC.2016.7536905

Cite this

Alnajjar, K. A., Smith, P. J., Woodward, G. K., & Basnayaka, D. A. (2016). Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO. In SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications Article 7536905 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/SPAWC.2016.7536905

@inproceedings{5e6e7eae10e740ff8ca816bd221541dc,

title = "Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO",

abstract = "In this paper, we take a proposed low-complexity Vertical Bell Laboratories Layered Space Time receiver based on maximal ratio combining and further simplify the algorithm by replacing the channel norm ordering by a power based ordering. The receiver operates in an uplink massive multiple-input-multiple-output deployment with distributed single-antenna users and a large base station (BS) array. The novel receiver is compared with other more complex detection schemes such as linear zero forcing. Moreover, an explicit closed form analysis for error probability for both co-located and distributed BSs is provided. It is shown that the error performance of the distributed scenario is well approximated by a modified version of a co-located scenario. The simulation study demonstrates the performance of the proposed scheme and confirms the accuracy of analytical results.",

keywords = "Massive MIMO, MIMO, MRC, V-BLAST, ZF",

author = "Alnajjar, \{Khawla A.\} and Smith, \{Peter J.\} and Woodward, \{Graeme K.\} and Basnayaka, \{Dushyantha A.\}",

note = "Acceptance date set to exclude from REF OA Policy; 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016 ; Conference date: 03-07-2016 Through 06-07-2016",

year = "2016",

month = aug,

day = "11",

doi = "10.1109/SPAWC.2016.7536905",

language = "English",

booktitle = "SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications",

publisher = "Institute of Electrical and Electronics Engineers",

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Alnajjar, KA, Smith, PJ, Woodward, GK & Basnayaka, DA 2016, Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO. in SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications., 7536905, Institute of Electrical and Electronics Engineers, 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016, Edinburgh, United Kingdom, 3/07/16. https://doi.org/10.1109/SPAWC.2016.7536905

Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO. / Alnajjar, Khawla A.; Smith, Peter J.; Woodward, Graeme K. et al.
SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications. Institute of Electrical and Electronics Engineers, 2016. 7536905.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO

AU - Alnajjar, Khawla A.

AU - Smith, Peter J.

AU - Woodward, Graeme K.

AU - Basnayaka, Dushyantha A.

N1 - Acceptance date set to exclude from REF OA Policy

PY - 2016/8/11

Y1 - 2016/8/11

N2 - In this paper, we take a proposed low-complexity Vertical Bell Laboratories Layered Space Time receiver based on maximal ratio combining and further simplify the algorithm by replacing the channel norm ordering by a power based ordering. The receiver operates in an uplink massive multiple-input-multiple-output deployment with distributed single-antenna users and a large base station (BS) array. The novel receiver is compared with other more complex detection schemes such as linear zero forcing. Moreover, an explicit closed form analysis for error probability for both co-located and distributed BSs is provided. It is shown that the error performance of the distributed scenario is well approximated by a modified version of a co-located scenario. The simulation study demonstrates the performance of the proposed scheme and confirms the accuracy of analytical results.

AB - In this paper, we take a proposed low-complexity Vertical Bell Laboratories Layered Space Time receiver based on maximal ratio combining and further simplify the algorithm by replacing the channel norm ordering by a power based ordering. The receiver operates in an uplink massive multiple-input-multiple-output deployment with distributed single-antenna users and a large base station (BS) array. The novel receiver is compared with other more complex detection schemes such as linear zero forcing. Moreover, an explicit closed form analysis for error probability for both co-located and distributed BSs is provided. It is shown that the error performance of the distributed scenario is well approximated by a modified version of a co-located scenario. The simulation study demonstrates the performance of the proposed scheme and confirms the accuracy of analytical results.

KW - Massive MIMO

KW - MIMO

KW - MRC

KW - V-BLAST

KW - ZF

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U2 - 10.1109/SPAWC.2016.7536905

DO - 10.1109/SPAWC.2016.7536905

M3 - Conference contribution

AN - SCOPUS:84984612049

BT - SPAWC 2016 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications

PB - Institute of Electrical and Electronics Engineers

T2 - 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2016

Y2 - 3 July 2016 through 6 July 2016

ER -

Design and analysis of a reduced complexity MRC V-BLAST receiver for massive MIMO

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