Can Dynamic TDD Enabled Half-Duplex Cell-Free Massive MIMO Outperform Full-Duplex Cellular Massive MIMO?

Abstract

We consider a dynamic time division duplex (DTDD) enabled cell-free massive multiple-input multiple-output (CF-mMIMO) system, where each half-duplex (HD) access point (AP) is scheduled to operate in the uplink (UL) or downlink (DL) mode based on the data demands of the user equipments (UEs). The goal is to maximize the sum UL-DL spectral efficiency (SE). We theoretically establish the sub-modularity of the sum SE, which allows us to develop a new, low complexity, greedy algorithm for the combinatorial AP scheduling problem, with guaranteed optimality properties. We also consider pilot sequence reuse among the UEs to limit the channel estimation overhead. In CF systems, all the APs estimate the channel from every UE, making pilot allocation problem different from the cellular case. We develop a novel algorithm that iteratively minimizes the maximum pilot contamination across the UEs.We compare our solutions, both theoretically and via simulations, against a full duplex (FD) multi-cell mMIMO system. Our results show that, due to the joint processing of the signals at the central processing unit, CF-mMIMO with dynamic HD AP-scheduling significantly outperforms cellular FD-mMIMO in terms of the sum SE and 90% likely SE. Thus, DTDD enabled HD CF-mMIMO is a promising alternative to cellular FD-mMIMO, without the cost of hardware for self-interference suppression.

Spectral-Efficiency of Cell-Free Massive MIMO With Multicarrier-Division Duplex

“…Furthermore, there have been some other works on FDstyle CF, such as DTDD-based CF and network-assisted FD-based CF [24,25], which heavily rely on the central processing unit (CPU) to suppress the digital-domain IAI. However, these centralized CF schemes require the precise IAI channel estimation as well as a large capacity fronthaul, leading to the increased system overhead.…”

“…Moreover, the influence of propagation/analog-domain IAI/IMI, as we elaborated in Fig. 1, are overlooked in [24,25]. To the authors' best knowledge, despite the better scalability and less dependence on fronthaul [1], none of the existing papers study the distributed CF-mMIMO systems with FDstyle operation, since the suppression of IAI/IMI can be highly intractable when APs work independently without sharing channel information with the CPU.…”