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Evaluation of the Spatial Consistency Feature in the 3GPP Geometry-Based Stochastic Channel Model | IEEE Conference Publication | IEEE Xplore

Evaluation of the Spatial Consistency Feature in the 3GPP Geometry-Based Stochastic Channel Model


Abstract:

Spatial consistency, meaning the spatial correlation of small scale fading, is a recently added feature in the geometry-based stochastic channel model used by 3rd Generat...Show More

Abstract:

Spatial consistency, meaning the spatial correlation of small scale fading, is a recently added feature in the geometry-based stochastic channel model used by 3rd Generation Partnership Project (3GPP) standardization. This feature is relevant for schemes that utilize channel correlation among users, e.g. clustering according to second order channel statistics. This paper provides a simulation based evaluation of the spatial consistency feature implemented in the open source quasi-deterministic radio channel generator (QuaDRiGa) channel model in terms of angle difference of multi-path components over distance as well as similarity of transmit covariance matrices. This evaluation helps future work that uses the spatial consistency feature in setting their parameters.
Date of Conference: 15-18 April 2019
Date Added to IEEE Xplore: 31 October 2019
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ISSN Information:

Conference Location: Marrakesh, Morocco

I. Introduction

In mobile communications, the abstraction of the underlying wireless channel is an essential part. Parallel to increased computation and storage capacities, also the complexity of channel models has increased over the years [1], capturing more and more effects of real environments. Channel models can be categorized into statistical and deterministic channel models [1]. A combination of statistical and deterministic modeling components can be found in the so-called geometry-based stochastic channel models (GSCMs). This type of model has been used as a basis for the standardization of Long Term Evolution and is currently also used for fifth generation (5G). Standardized channel models are necessary to evaluate and compare different proposals with each other. This was provided with the 3rd Generation Partnership Project (3GPP)-spatial channel model (SCM) in 2003 [2]. Since then, the family of GSCMs is under constant development, evolving to enable performance evaluation of new techniques such as “massive” multiple-input multiple-output (MIMO) [3], which led to the three dimensional (3D) extension of GSCM [4] or the extension to frequencies above 6 GHz [5].

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