Massive MIMO Codebook Design Using Gaussian Mixture Model Based Clustering

S. Markkandan; S. Sivasubramanian; Jaison Mulerikkal; Nazeer Shaik; Beulah Jackson; Lakshmi Naryanan

doi:10.32604/iasc.2022.021779

Massive MIMO Codebook Design Using Gaussian Mixture Model Based Clustering

Intelligent Automation & Soft Computing ◽

10.32604/iasc.2022.021779 ◽

2022 ◽

Vol 32 (1) ◽

pp. 361-375

Author(s):

S. Markkandan ◽

S. Sivasubramanian ◽

Jaison Mulerikkal ◽

Nazeer Shaik ◽

Beulah Jackson ◽

...

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Massive Mimo ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Codebook Design ◽

Model Based

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Identification of typical building daily electricity usage profiles using Gaussian mixture model-based clustering and hierarchical clustering

Applied Energy ◽

10.1016/j.apenergy.2018.09.050 ◽

2018 ◽

Vol 231 ◽

pp. 331-342 ◽

Cited By ~ 23

Author(s):

Kehua Li ◽

Zhenjun Ma ◽

Duane Robinson ◽

Jun Ma

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Hierarchical Clustering ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Model Based

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Gaussian Mixture Model–Based Clustering Technique for Electrocardiogram Analysis

Data Mining in Biomedical Imaging, Signaling, and Systems ◽

10.1201/b10917-6 ◽

2011 ◽

pp. 101-117

Author(s):

Roshan Martis ◽

Chandan Chakraborty ◽

Ajoy Ray

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Clustering Technique ◽

Model Based

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Physical Layer Authentication for Mission Critical Machine Type Communication Using Gaussian Mixture Model Based Clustering

2017 IEEE 85th Vehicular Technology Conference (VTC Spring) ◽

10.1109/vtcspring.2017.8108527 ◽

2017 ◽

Cited By ~ 4

Author(s):

Andreas Weinand ◽

Michael Karrenbauer ◽

Ji Lianghai ◽

Hans D. Schotten

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Physical Layer ◽

Model Based Clustering ◽

Machine Type ◽

Model Based ◽

Critical Machine ◽

Machine Type Communication ◽

Mission Critical

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Multivariate Gaussian Mixture Model Based Clustering with Truncated and Censored Data

Journal of Information and Computational Science ◽

10.12733/jics20105242 ◽

2015 ◽

Vol 12 (2) ◽

pp. 775-785

Author(s):

Zunxiong Liu

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Censored Data ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Model Based ◽

Truncated And Censored Data ◽

Multivariate Gaussian

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Gaussian Mixture Model-Based Clustering of Multivariate Data Using Soft Computing Hybrid Algorithm

Trends in Data Engineering Methods for Intelligent Systems - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-79357-9_49 ◽

2021 ◽

pp. 502-513

Author(s):

Maruf Gögebakan

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Soft Computing ◽

Hybrid Algorithm ◽

Multivariate Data ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Model Based

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A Gaussian Mixture Model-based clustering algorithm for image segmentation using dependable spatial constraints

2010 3rd International Congress on Image and Signal Processing ◽

10.1109/cisp.2010.5647653 ◽

2010 ◽

Cited By ~ 4

Author(s):

Weiling Cai ◽

Lei Lei ◽

Ming Yang

Keyword(s):

Image Segmentation ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Clustering Algorithm ◽

Gaussian Mixture ◽

Spatial Constraints ◽

Model Based Clustering ◽

Model Based

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Gaussian mixture model based clustering of Manual muscle testing grades using surface Electromyogram signals

Physical and Engineering Sciences in Medicine ◽

10.1007/s13246-020-00880-5 ◽

2020 ◽

Vol 43 (3) ◽

pp. 837-847

Author(s):

S. Saranya ◽

S. Poonguzhali ◽

S. Karunakaran

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Manual Muscle Testing ◽

Surface Electromyogram ◽

Model Based Clustering ◽

Model Based ◽

Muscle Testing

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Low complexity on-line video summarization with Gaussian mixture model based clustering

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6853799 ◽

2014 ◽

Cited By ~ 5

Author(s):

Shun-Hsing Ou ◽

Chia-Han Lee ◽

V. Srinivasa Somayazulu ◽

Yen-Kuang Chen ◽

Shao-Yi Chien

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Video Summarization ◽

Low Complexity ◽

Gaussian Mixture ◽

Model Based Clustering ◽

Model Based ◽

On Line

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A Gaussian mixture model based virtual sample generation approach for small datasets in industrial processes

Information Sciences ◽

10.1016/j.ins.2021.09.014 ◽

2021 ◽

Vol 581 ◽

pp. 262-277

Author(s):

Ling Li ◽

Seshu Kumar Damarla ◽

Yalin Wang ◽

Biao Huang

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Industrial Processes ◽

Virtual Sample ◽

Model Based

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A Gaussian Mixture Model based local search for Differential Evolution Algorithm

2017 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2017.7969531 ◽

2017 ◽

Cited By ~ 2

Author(s):

Elaine Guerrero-Pena ◽

Aluizio F.R. Araujo

Keyword(s):

Local Search ◽

Differential Evolution ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Differential Evolution Algorithm ◽

Gaussian Mixture ◽

Model Based ◽

Evolution Algorithm

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