Clustering method based on scatterer locations for indoor dynamic MIMO channel
College
Gokongwei College of Engineering
Department/Unit
Electronics And Communications Engg
Document Type
Conference Proceeding
Source Title
2016 10th European Conference on Antennas and Propagation, EuCAP 2016
Publication Date
5-31-2016
Abstract
This paper proposes novel clustering approach which utilizes scattering points obtained from the measurement-based ray tracer (MBRT). After that, multipath components (MPCs) were classified into clusters according to those scattering points. the performance of this algorithm was evaluated with 11 GHz channel sounding data in an indoor environment. The evaluation results showed that the MPCs were classified into the clusters and the cluster centroids were tracked accurately by utilizing the physical locations of MPCs in the proposed method. © 2016 European Association of Antennas and Propagation.
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Digitial Object Identifier (DOI)
10.1109/EuCAP.2016.7481586
Recommended Citation
Hanpinitsak, P., Saito, K., Takada, J., Kim, M., & Materum, L. (2016). Clustering method based on scatterer locations for indoor dynamic MIMO channel. 2016 10th European Conference on Antennas and Propagation, EuCAP 2016 https://doi.org/10.1109/EuCAP.2016.7481586
Disciplines
Electrical and Electronics
Keywords
Ray tracing algorithms; MIMO systems; Cluster analysis
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