A Novel 3D GBSM and BDCM for 6G mmWave Massive MIMO ISAC Systems

Yang, Runruo; Wang, Cheng-Xiang; Feng, Rui; Chen, Yunfei; Huang, Jie; Aggoune, El-Hadi M

Abstract

In this paper, a novel three-dimensional (3D) geometry-based stochastic model (GBSM) and a beam domain channel model (BDCM) for sixth-generation (6G) millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) integrated sensing and communication (ISAC) systems are proposed. The spherical wavefront and space-time-frequency non-stationarity introduced by massive MIMO, movements of the user and clusters, and large bandwidth of mmWave communications are incorporated. The shared clusters between the sensing channel and communication channel caused by the scattering characteristics are also considered. Based on the proposed channel model, important statistical properties are derived and simulated, including the space-time-frequency correlation function (STF-CF), root mean square (RMS) beam spread, RMS delay spread, RMS Doppler spread, coherence time, and channel capacity. By comparing the statistical properties of the sensing channel and the communication channel, it is found that the sensing channel exhibits more significant temporal non-stationarity. Moreover, the distribution of clusters for the sensing channel and communication channel shows significant difference, which is confirmed by the simulation results of RMS beam spread and RMS delay spread.

Citation

Yang, R., Wang, C.-X., Feng, R., Chen, Y., Huang, J., & Aggoune, E.-H. M. (in press). A Novel 3D GBSM and BDCM for 6G mmWave Massive MIMO ISAC Systems. IEEE Transactions on Wireless Communications,

• Journal Article Type: Article
• Acceptance Date: Jan 24, 2025
• Deposit Date: Feb 5, 2025
• Journal: IEEE Transactions on Wireless Communications
• Print ISSN: 1536-1276
• Electronic ISSN: 1558-2248
• Publisher: Institute of Electrical and Electronics Engineers
• Peer Reviewed: Peer Reviewed
• Keywords: Index Terms-Integrated sensing and communication; mmWave; massive MIMO; GBSM; BDCM
• Public URL: https://durham-repository.worktribe.com/output/3467539