Degrees of Freedom of the Circular Multirelay MIMO Interference Channel in IoT Networks

In this paper, we study the degrees of freedom (DoF) of a new network information flow model named the circular multirelay multiple-input multiple-output interference channel (CMMI). In this model, there are two clusters and each of them contains three users. Each user equipped with M antennas in on...

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Veröffentlicht in:IEEE internet of things journal 2018-06, Vol.5 (3), p.1957-1966
Hauptverfasser: Lv, Wenjing, Wang, Rui, Wu, Jun, Xu, Jun, Li, Ping, Dou, Jianwu
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container_end_page 1966
container_issue 3
container_start_page 1957
container_title IEEE internet of things journal
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creator Lv, Wenjing
Wang, Rui
Wu, Jun
Xu, Jun
Li, Ping
Dou, Jianwu
description In this paper, we study the degrees of freedom (DoF) of a new network information flow model named the circular multirelay multiple-input multiple-output interference channel (CMMI). In this model, there are two clusters and each of them contains three users. Each user equipped with M antennas in one cluster intends to deliver data streams to another user in the same cluster in a circular one-way transmission via the common distributed K N-antenna relay nodes. The CMMI network model can be considered as a basic component to construct the complicated Internet of Things networks. By assuming linear processing at the users and the relays, we show that the original analysis of DoF comes down in finding solutions of some nonlinear matrix equations with rank constraints. Toward this end, by using linear precoding and post-processing techniques, we propose two different approaches to solve the nonlinear matrix equations based on different antenna configurations. We show that a √ DoF of max{min{M, (√6K/12)}, min{(M/3), (KN/2)}} is achievable for ∀(M/N) ∈ (0, +∞). In addition, to assess the optimal DoF, the cut-set approach is used for deriving the DoF upper bound by innovatively separating certain users to form two-pair two-way relay channels. We show that the DoF of CMMI is upper bounded by max{min{M, (KN/3)}, min{(2M/3), (KN/2)}}. By combining the achievable DoF and the upper bound, we finally show that the optimal DoF of CMMI can be achieved √ for (M/N)∈[0, (√6K/12)]∪[(3K/2), +∞), ∀K ≥ 1.
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In addition, to assess the optimal DoF, the cut-set approach is used for deriving the DoF upper bound by innovatively separating certain users to form two-pair two-way relay channels. We show that the DoF of CMMI is upper bounded by max{min{M, (KN/3)}, min{(2M/3), (KN/2)}}. 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In addition, to assess the optimal DoF, the cut-set approach is used for deriving the DoF upper bound by innovatively separating certain users to form two-pair two-way relay channels. We show that the DoF of CMMI is upper bounded by max{min{M, (KN/3)}, min{(2M/3), (KN/2)}}. By combining the achievable DoF and the upper bound, we finally show that the optimal DoF of CMMI can be achieved √ for (M/N)∈[0, (√6K/12)]∪[(3K/2), +∞), ∀K ≥ 1.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JIOT.2018.2817580</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-2974-0972</orcidid><orcidid>https://orcid.org/0000-0001-7090-8653</orcidid><orcidid>https://orcid.org/0000-0003-1243-7982</orcidid></addata></record>
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subjects Antennas
Circularity
Clusters
Data transmission
Degrees of freedom
Degrees of freedom (DoFs)
Digital media
Formulas (mathematics)
Information flow
Interference
Internet of Things
Internet of Things (IoT)
Mathematical models
Matrix methods
multiple-input multiple-output (MIMO)
Nonlinear equations
Post-production processing
signal alignment
the circular multirelay multiple-input multiple-output interference channel (CMMI)
Upper bounds
title Degrees of Freedom of the Circular Multirelay MIMO Interference Channel in IoT Networks
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