Computer Science

Computer Science ›› 2022, Vol. 49 ›› Issue (7): 297-303.doi: 10.11896/jsjkx.210600075

• Computer Network • Previous Articles     Next Articles

Study on Characteristics of Millimeter-wave MIMO Channel in Rainfall Environment

WU Su-jie1, ZHOU Jie1,2, WANG Xue-ying1, LYU Zhi-kang1, SHAO Gen-fu3   

  1. 1 School of Electronic and Information Engineering,Nanjing University of Information Science and Technology,Nanjing 210044,China
    2 Faculty of Electronic and Electrical Engineering,Niigata University,Niigata 950-2181,Japan
    3 School of Automation,Hangzhou Dianzi University,Hangzhou 310018,China
  • Received:2021-06-08 Revised:2021-12-20 Online:2022-07-15 Published:2022-07-12
  • About author:WU Su-jie,born in 1996,postgraduate.Her main research interests include signal processing and wireless channel modeling.
    ZHOU Jie,born in 1964,Ph.D,professor.His main research interests include mobile communication theory and applications,radio access network and wireless sensor networks.
  • Supported by:
    National Natural Science Foundation of China(61771248,61971167).

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Abstract: Millimeter wave is an important core technology of 5G communication,which has a broad development prospect.With the improvement of communication frequency,the influence of weather on signal transmission is increasing,especially in rainfall environment.In order to establish an accurate and effective communication channel model,a three-dimensional millimeter wave MIMO spatial channel model based on 25 GHz,30 GHz and 78 GHz is proposed for the base station mobile communication scena-rio in rainfall environment.In this paper,the geometric and physical characteristics of raindrops are introduced,and then the rain failure engineering model is briefly described.On this basis,the expression of dynamic rain attenuation is proposed.The model considers the non-stationary channel in time and space domain by the line-of-sight distance and non-line-of-sight path of base station and signal receiver,as well as the non-stationary of receiver motion and dynamic scattering cluster.Finally,the channel is theoretically analyzed by birth death process,and the effects of frequency,rainfall,pitch angle and other parameters on the cross-correlation function and channel capacity are deduced.The influence of pitch angle and other parameters on the correlation function and channel capacity is found to be highly fitting with the actual measurement results by comparing with the measured data in the previous literatures.The research has important theoretical and practical significance for the application of wireless communication system in rainfall environment,which extends the research and application of mobile wireless communication channel model.

Key words: Birth death process, Cross-correlation function, Millimeter wave, MIMO system, Rainfall environment

CLC Number: 

  • TN911.6
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