Effective degree of freedom for near-field plane-based XL-MIMO with tri-polarization
In this paper we study the effective degree of freedom (EDoF) for extremely large-scale multiple-input multiple-output (XL-MIMO) systems. We consider two XL-MIMO hardware designs, uniform planar array (UPA) based and continuous aperture (CAP) based XL-MIMO, as well as two representative near-field channel models: scalar Green function based and dyadic Green function with triple polarization based models. First, for UPA-based XL-MIMO with a discrete array aperture, we evaluate the EDoF performance by applying discrete channel matrices generated by the scalar or dyadic Green channel model. Then, for CAP-based XLMIMO, a tailored EDoF performance evaluation framework for a two-dimensional (2D) CAP plane based system is constructed by leveraging asymptotic analysis and extending the analysis approaches for a one-dimensional (1D) CAP line segment based system. This framework incorporates the triplepolarized auto-correlation kernel function, which can efficiently capture the impact of multiple polarization on the EDoF performance. Numerical results show that, with an increase in the number of antennas, the UPA-based XL-MIMO system can achieve an EDoF performance close to the EDoF performance for the CAP plane based XL-MIMO system. Moreover, the EDoF performance can be enhanced by the multiple polarization in channels and increased physical size of the transceiver.
Authors
- Zhe Wang (ORCID: https://orcid.org/0000-0001-5745-7640)
- Dusit Niyato (ORCID: https://orcid.org/0000-0002-7442-7416)
- Jiayi Zhang (ORCID: https://orcid.org/0000-0003-2434-4329)
- Bo Ai (ORCID: https://orcid.org/0000-0001-6850-0595)
- Wenhui Yi (ORCID: https://orcid.org/0009-0000-6247-8825)
- Huahua Xiao (ORCID: https://orcid.org/0009-0001-5316-061X)
Institutions
- Nanyang Technological University (SG)
Publication Details
- Journal
- Frontiers of Information Technology & Electronic Engineering
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1631/fitee.2400167
- Citations
- 1
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.21