Massive access is one of the main use cases of beyond 5G (B5G) wireless networks and massive MIMO is a key technology for supporting it. Prior works studied massive access in the co-located massive MIMO framework. In this paper, we investigate the activity detection in grant-free random access for massive machine type communications (mMTC) in cell-free massive MIMO network. Each active device transmits a pre-assigned non-orthogonal pilot sequence to the APs and the APs send the received signals to a central processing unit (CPU) for joint activity detection. We formulate the maximum likelihood device activity detection problem and provide an algorithm based on coordinate descent method having affordable complexity. We show that the cell-free massive MIMO network can support low-powered mMTC devices and provide a broad coverage.
翻译:大规模接入是超过5G(B5G)无线网络的主要使用案例之一,大型MIMO是支持这种网络的关键技术。先前的工程研究过在同一地点的大型MIMO框架内大规模接入。在本文中,我们调查了无细胞大型MIMO网络大规模机器型通信(MMTC)无赠与性随机访问中的活动探测。每个主动装置向APs传输预先指定的非垂直试验序列,APs将收到的信号发送到中央处理单位(CPU),以便进行联合活动探测。我们制定了最有可能的装置活动探测问题,并提供了基于协调可负担复杂性的下降方法的算法。我们表明无细胞大型MIMO网络可以支持低功率的MMTC装置,并提供广泛的覆盖。