Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom
Cell densification is a widely used approach to increase the spectral efficiency per area of cellular networks. Such Ultradense Networks (UDNs) consisting of small cells are often coordinated by macro base stations (BSs). With universal frequency reuse interference from the macro BS limits the syste...
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Series: | International Journal of Antennas and Propagation |
Online Access: | http://dx.doi.org/10.1155/2016/4796474 |
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doaj-bf15851e83ac461a8a378b9201b6a2452020-11-24T22:35:42ZengHindawi LimitedInternational Journal of Antennas and Propagation1687-58691687-58772016-01-01201610.1155/2016/47964744796474Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of FreedomMohamed Shehata0Martin Kurras1Khaled Hassan2Lars Thiele3Information Engineering and Technology, German University in Cairo, Cairo, EgyptFraunhofer Heinrich Hertz Institute, Berlin, GermanyFraunhofer Institute for Integrated Circuits (IIS), Erlangen, GermanyFraunhofer Heinrich Hertz Institute, Berlin, GermanyCell densification is a widely used approach to increase the spectral efficiency per area of cellular networks. Such Ultradense Networks (UDNs) consisting of small cells are often coordinated by macro base stations (BSs). With universal frequency reuse interference from the macro BS limits the system spectral efficiency. In this work we exploit the degrees of freedom at the macro BS to apply interference coordination. We propose a hierarchical precoding strategy in the spatial domain in order to project interference from the macro BS into the subspace of small cell users enabling linear cancellation. The macro BS interference towards small cell users is aligned within the joint null space of users served by the macro BS. Compared to classical interference alignment, our scheme does not require coordination between macrocells and small cells. We present three algorithms: in the first the interference is minimized by iterative alignment, in the second the uncoordinated interference from the small cells is considered, and in the third iterative Minimum Mean Square Error (MMSE) technique is used. We provide numerical evaluation, complexity analysis, and robustness analysis of these algorithms based on a realistic channel model showing the benefit of hierarchical precoding compared to the uncoordinated case.http://dx.doi.org/10.1155/2016/4796474 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mohamed Shehata Martin Kurras Khaled Hassan Lars Thiele |
spellingShingle |
Mohamed Shehata Martin Kurras Khaled Hassan Lars Thiele Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom International Journal of Antennas and Propagation |
author_facet |
Mohamed Shehata Martin Kurras Khaled Hassan Lars Thiele |
author_sort |
Mohamed Shehata |
title |
Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom |
title_short |
Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom |
title_full |
Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom |
title_fullStr |
Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom |
title_full_unstemmed |
Hierarchical Precoding in a Realistic Ultradense Heterogeneous Environment Exceeding the Degrees of Freedom |
title_sort |
hierarchical precoding in a realistic ultradense heterogeneous environment exceeding the degrees of freedom |
publisher |
Hindawi Limited |
series |
International Journal of Antennas and Propagation |
issn |
1687-5869 1687-5877 |
publishDate |
2016-01-01 |
description |
Cell densification is a widely used approach to increase the spectral efficiency per area of cellular networks. Such Ultradense Networks (UDNs) consisting of small cells are often coordinated by macro base stations (BSs). With universal frequency reuse interference from the macro BS limits the system spectral efficiency. In this work we exploit the degrees of freedom at the macro BS to apply interference coordination. We propose a hierarchical precoding strategy in the spatial domain in order to project interference from the macro BS into the subspace of small cell users enabling linear cancellation. The macro BS interference towards small cell users is aligned within the joint null space of users served by the macro BS. Compared to classical interference alignment, our scheme does not require coordination between macrocells and small cells. We present three algorithms: in the first the interference is minimized by iterative alignment, in the second the uncoordinated interference from the small cells is considered, and in the third iterative Minimum Mean Square Error (MMSE) technique is used. We provide numerical evaluation, complexity analysis, and robustness analysis of these algorithms based on a realistic channel model showing the benefit of hierarchical precoding compared to the uncoordinated case. |
url |
http://dx.doi.org/10.1155/2016/4796474 |
work_keys_str_mv |
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1725723224603361280 |