We investigate the coexistence of underlay spectrum sharing in cell-free massive multiple-input multiple-output (MIMO) systems. A primary system with geographically distributed primary access points (P-APs) serves a multitude of primary users (PUs), while a secondary system serves a large number of secondary users (SUs) in the same primary/licensed spectrum by exploiting the underlay spectrum sharing. To mitigate the secondary co-channel interference inflected at PUs, stringent secondary transmit power constraints are defined for the secondary access points (S-APs). A generalized pilots sharing scheme is used to locally estimate the uplink channels at P-APs/S-APs, and thereby, conjugate precoders are adopted to serve PUs/SUs in the same time-frequency resource element. Moreover, the effect of a user-centric AP clustering scheme is investigated by assigning a suitable set of APs to a particular user. The impact of estimated downlink (DL) channels at PUs/SUs via DL pilots beamformed by P-APs/S-APs is investigated. The achievable primary/secondary rates at PUs/SUs are derived for the statistical DL and estimated DL CSI cases. User-fairness for PUs/SUs is achieved by designing efficient transmit power control policies based on a multi-objective optimization problem formulation of joint underlay spectrum sharing and max-min criteria. The proposed orthogonal multiple-access based analytical framework is also extended to facilitate non-orthogonal multiple-access. Our analysis and numerical results manifest that the primary/secondary performance of underlay spectrum sharing can be boosted by virtue of the average reduction of transmit powers/path-losses, uniform coverage/service, and macro-diversity gains, which are inherent to distributed transmissions/receptions of cell-free massive MIMO.
翻译:我们调查了在无细胞型大规模多投入多输出(MIMO)系统中的底盘共享的共存情况。一个具有地理分布主要接入点(P-APs)的主要系统为众多初级用户服务,而一个二级系统通过利用底盘共享为同一初级/许可频谱的大量二级用户服务(SUs);为减轻二级联合通道干扰,为二级接入点(S-APs)规定了严格的二级传输电力限制。使用一个通用试点共享机制对P-中级接入/S-APs的主要接入点(P-APs)的上端连接渠道进行本地估算,从而为大量初级用户/SUs(P-APs)的上端连接渠道提供本地服务,同时使用同一时间频源资源要素,同时使用二次系统为大量二级用户(SUs)的二级用户服务共享(SUSUs) 共享(P-APs-S-S-APs) 的上端连接渠道(DSU-L) 平台(DSL) 的下端连接/SU(DL) 下端传输(DSU-L) 下端(通过P-L) 运行/Silalalalalalalalliveral-al-s) 的运行(通过PSildalalalalalalalalalal) 共享) 的下传算算算算算算算,为可实现的下流/DSUDSU) 的下传输的下传输的下传输框架的下传输(通过可实现的下流/DSUDL) 的下流/DSUDSUDL)框架,这是基于的可实现的下传输的内流数据框架,根据C-SI/DL) 的内流/DSUDSI/DRV-SI/DL 的可实现的下传输的中,根据的中,根据C-sal-SUDFSUDFL 的可实现的内流数据流数据流/DRalaldalalalal-sal-sal-sal-sal-deal-sal-del流数据流数据流数据流数据流数据流数据传输的交付的交付的交付的交付的交付的交付的交付的