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Degrees of Freedom of MIMO X Networks: Spatial Scale Invariance, One-Sided Decomposability and Linear Feasibility

机译:mImO X网络的自由度:空间尺度不变性,   单面可分解性和线性可行性

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摘要

We show that an M X N user MIMO X network with A antennas at each node hasAMN/(M+N-1) degrees of freedom (DoF), thus resolving in this case a discrepancybetween the spatial scale invariance conjecture (scaling the number of antennasat each node by a constant factor will scale the total DoF by the same factor)and a decomposability property of overconstrained wireless networks. While thebest previously-known general DoF outer bound is consistent with the spatialinvariance conjecture, the best previously-known general DoF inner bound,inspired by the K user MIMO interference channel, was based on thedecomposition of every transmitter and receiver into multiple single antennanodes, transforming the network into an AM X AN user SISO X network. While sucha decomposition is DoF optimal for the K user MIMO interference channel, a gapremained between the best inner and outer bound for the MIMO X channel. Here weclose this gap with the new insight that the MIMO X network is only one-sideddecomposable, i.e., either all the transmitters or all the receivers (but notboth) can be decomposed by splitting multiple antenna nodes into multiplesingle antenna nodes without loss of DoF. The result is extended to SIMO andMISO X networks as well and in each case the DoF results satisfy the spatialscale invariance property. In addition, the feasibility of linear interferencealignment is investigated based only on spatial beamforming without symbolextensions. Similar to MIMO interference networks, we show that when theproblem is improper, it is infeasible.
机译:我们表明,在每个节点上具有A根天线的MXN用户MIMO X网络具有AMN /(M + N-1)个自由度(DoF),因此在这种情况下解决了空间尺度不变性猜想之间的差异(按比例缩放每个天线的数量)节点以恒定的因子将以相同的因子缩放总DoF)和过度约束的无线网络的可分解性。虽然最好的先前已知的通用DoF外边界与空间不变性猜想一致,但受K用户MIMO干扰信道启发,最好的先前已知的通用DoF内边界是基于每个发射机和接收机的分解为多个单个天线节点,将网络连接到AM X AN用户SISO X网络。尽管这种分解对于K个用户MIMO干扰信道来说是DoF最佳的,但在MIMO X信道的最佳内边界和外边界之间仍然存在差距。在这里,我们用新的见解弥合了这一差距,即MIMO X网络仅是单面可分解的,即可以通过将多个天线节点拆分为多个单个天线节点而不会损失DoF来分解所有发射机或所有接收机(但不是全部)。结果也扩展到SIMO和MISO X网络,在每种情况下,DoF结果都满足空间尺度不变性。另外,仅基于空间波束成形而没有符号扩展的情况,研究了线性干涉对准的可行性。与MIMO干扰网络类似,我们证明了当问题不当时,它是不可行的。

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