We study the generalized degrees-of-freedom (GDoF) of cellular networks under finite precision channel state information at the transmitters (CSIT). We consider downlink settings modeled by the interfering broadcast channel (IBC) under no multi-cell cooperation, and the overloaded multiple-input-single-output broadcast channel (MISO-BC) under full multi-cell cooperation. We focus on three regimes of interest: the mc-TIN regime, where a scheme based on treating inter-cell interference as noise (mc-TIN) was shown to be GDoF optimal for the IBC; the mc-CTIN regime, where the GDoF region achievable by mc-TIN is convex without the need for time-sharing; and the mc-SLS regime which extends a previously identified regime, where a simple layered superposition (SLS) scheme is optimal for the 3-transmitter-3-user MISO-BC, to overloaded cellular-type networks with more users than transmitters. We first show that the optimality of mc-TIN for the IBC extends to the entire mc-CTIN regime when CSIT is limited to finite precision. The converse proof of this result relies on a new application of aligned images bounds. We then extend the IBC converse proof to the counterpart overloaded MISO-BC, obtained by enabling full transmitter cooperation. This, in turn, is utilized to show that a multi-cell variant of the SLS scheme is optimal in the mc-SLS regime under full multi-cell cooperation, albeit only for 2-cell networks. The overwhelming combinatorial complexity of the GDoF region stands in the way of extending this result to larger networks. Alternatively, we appeal to extremal network analysis, recently introduced by Chan et al., and study the GDoF gain of multi-cell cooperation over mc-TIN in the three regimes of interest. We show that this extremal GDoF gain is bounded by small constants in the mc-TIN and mc-CTIN regimes, yet scales logarithmically with the number of cells in the mc-SLS regime.
翻译:我们研究了在发射机(CSIT)的有限精密频道状态信息下移动网络的普遍自由度(GDoF) 。 我们考虑了由干扰性广播频道(IBC)在没有多细胞合作的情况下建模的下行链路设置,以及在全面多细胞合作下超负荷的多投入发送广播频道(MISO-BC) 。 我们侧重于三个感兴趣的制度:Mc-TIN制度,其中基于将细胞干扰作为噪音(Mc-TIN)处理的办法被证明是IBC最佳的GDoF;Mc-CTIN制度,其中以干扰性广播频道(IBC)为模型模型模型模型模型,通过不多细胞合作,将GS-S(MIS)的多层超级集成集成集成系统(SLIS)系统(MISMS)系统(MISMISMS)系统(MIS-T)系统(MISMIS)系统(MIST)的精度系统(MIS-T)系统(MIS-T)的精度系统(MICT)的精度系统(MIC-T)的精度系统(MICT)系统(MIC-T)的精度系统(MIC)的精细化)系统(MIC)的精细化)的精度。我们首先展示了IMT)的精细化系统(MIT)的精细化的精度(MIT-CS)的精度, 的精度,然后在SL)的精度的精度的精度(MIS-CS)的精度的精度。