Pattern-Division Multiplexing for Multi-User Continuous-Aperture MIMO
arXiv:2111.08630 · doi:10.1109/JSAC.2023.3288244
Abstract
In recent years, thanks to the advances in meta-materials, the concept of continuous-aperture MIMO (CAP-MIMO) is reinvestigated to achieve improved communication performance with limited antenna apertures. Unlike the classical MIMO composed of discrete antennas, CAP-MIMO has a quasi-continuous antenna surface, which is expected to generate any current distribution (i.e., pattern) and induce controllable spatial electromagnetic (EM) waves. In this way, the information is directly modulated on the EM waves, which makes it promising to approach the ultimate capacity of finite apertures. The pattern design is the key factor to determine the communication performance of CAP-MIMO, but it has not been well studied in the literature. In this paper, we develop pattern-division multiplexing (PDM) to design the patterns for CAP-MIMO. Specifically, we first study and model a typical multi-user CAP-MIMO system, which allows us to formulate the sum-rate maximization problem. Then, we develop a general PDM technique to transform the design of the continuous pattern functions to the design of their projection lengths on finite orthogonal bases, which can overcome the challenge of functional programming. Utilizing PDM, we further propose a block coordinate descent (BCD) based pattern design scheme to solve the formulated sum-rate maximization problem. Simulation results show that, the sum-rate achieved by the proposed scheme is higher than that achieved by benchmark schemes, which demonstrates the effectiveness of the developed PDM for CAP-MIMO.
To appear in IEEE JSAC. In this paper, we propose pattern-division multiplexing to design the patterns for a continuous-aperture MIMO system. The simulation codes are provided at: http://oa.ee.tsinghua.edu.cn/dailinglong/publications/publications.html
References in corpus (4)
- Terahertz Massive MIMO with Holographic Reconfigurable Intelligent Surfaces
- Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis
- Pattern-Division Multiplexing for Continuous-Aperture MIMO
- Parametric Channel Estimation for LoS Dominated Holographic Massive MIMO Systems
Cited by in corpus (12)
- Holographic MIMO Communications: Theoretical Foundations, Enabling Technologies, and Future Directions
- Performance Analysis of Reconfigurable Holographic Surfaces in the Near-Field Scenario of Cell-Free Networks Under Hardware Impairments
- Holographic MIMO Communications with Arbitrary Surface Placements: Near-Field LoS Channel Model and Capacity Limit
- Effects of Mutual Coupling on Degree of Freedom and Antenna Efficiency in Holographic MIMO Communications
- Beamforming Optimization for Continuous Aperture Array (CAPA)-based Communications
- On the Spectral Efficiency of Multi-user Holographic MIMO Uplink Transmission
- Continuous-Aperture Array (CAPA)-Based Wireless Communications: Capacity Characterization
- Optimal Beamforming for Multi-User Continuous Aperture Array (CAPA) Systems
- Analytical Framework for Effective Degrees of Freedom in Near-Field XL-MIMO
- Downlink and Uplink ISAC in Continuous-Aperture Array (CAPA) Systems
- Continuous Aperture Array (CAPA)-Based Multi-Group Multicast Communications
- Functional WMMSE Algorithm for Multiuser Continuous Aperture Array Systems