Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications with Partial CSIT: Precoder Optimization and Link-Level Simulations
Dual-Functional Radar-Communication (DFRC) systems have been investigated to manage the inter-system interference between radar and communication systems. However, the studies in literature often assume that the DFRC possesses perfect Channel State Information at the Transmitter (CSIT), which is an...
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Zusammenfassung: | Dual-Functional Radar-Communication (DFRC) systems have been investigated to
manage the inter-system interference between radar and communication systems.
However, the studies in literature often assume that the DFRC possesses perfect
Channel State Information at the Transmitter (CSIT), which is an unrealistic
assumption due to the inevitable CSIT errors in practical deployments. In this
work, we aim to design a DFRC system under the practical assumption of partial
CSIT. To achieve this, the proposed DFRC marries the capabilities of a
Multiple-Input Multiple-Output (MIMO) radar with Rate-Splitting Multiple Access
(RSMA). RSMA is a powerful downlink communication scheme based on linearly
precoded Rate-Splitting (RS) that partially decodes multi-user interference
(MUI) and partially treats it as noise and is inherently robust to partial
CSIT. Using RSMA, the DFRC precoders are optimized in the presence of partial
CSIT to simultaneously maximize the Average Weighted Sum-Rate (AWSR) under
Quality-of-Service (QoS) constraints and minimize the DFRC beampattern Mean
Squared Error (MSE) against an ideal MIMO radar beampattern. Simulation results
demonstrate that the RSMA-based DFRC largely outperforms DFRCs based on other
commonly used strategies such as Space Division Multiple Access (SDMA) and
Non-Orthogonal Multiple Access (NOMA). Specifically, the common stream unique
in the RSMA-based DFRC allows for flexible rate partitioning to guarantee user
rate fairness with partial CSIT while also being the main contributor to
generating a directional beampattern for effective radar sensing. The practical
performance of the DFRC is then further assessed through Link-Level simulations
(LLS) to take into account the effects of coding and modulation in the finite
length regime as well as the channel aging due to mobility and latency, where
the superiority of RSMA is again corroborated. |
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DOI: | 10.48550/arxiv.2201.10621 |