Improved Fuzzy Partitions for K-Plane Clustering Algorithm and Its Robustness Research

Zhu Lin; Wang Shi-tong; Pan Yong-hui; Han Bin

doi:10.3724/SP.J.1146.2006.02065

Volume 30 Issue 8

Jan. 2011

Turn off MathJax

Article Contents

Article Navigation > Journal of Electronics & Information Technology > 2008 > 30(8): 1923-1927

Lin Qilai, Lu Mingquan. A NEW CALIBRATION TECHNIQUE FOR THE SIX-PORT REFLECTOMETER[J]. Journal of Electronics & Information Technology, 1991, 13(1): 95-101.

Citation:

Zhu Lin, Wang Shi-tong, Pan Yong-hui, Han Bin. Improved Fuzzy Partitions for K-Plane Clustering Algorithm and Its Robustness Research[J]. Journal of Electronics & Information Technology, 2008, 30(8): 1923-1927. doi: 10.3724/SP.J.1146.2006.02065

Lin Qilai, Lu Mingquan. A NEW CALIBRATION TECHNIQUE FOR THE SIX-PORT REFLECTOMETER[J]. Journal of Electronics & Information Technology, 1991, 13(1): 95-101.

Citation:

PDF( 227 KB)

Improved Fuzzy Partitions for K-Plane Clustering Algorithm and Its Robustness Research

doi: 10.3724/SP.J.1146.2006.02065

Received Date: 2006-12-26
Rev Recd Date: 2007-07-16
Publish Date: 2008-08-19

Abstract

Abstract

A new robust Improved Fuzzy Partitions for K-Plane Clustering (IFP-KPC) algorithm is proposed. The proposed algorithm can reduce the sensitivity of the k-plane clustering algorithm to noises in real datasets. Also the distances to the Voronoi cell are used to give a reasonable explanation for the robustness of IFP-KPC. Experimental results demonstrate the effectiveness of IFP-KPC.

FullText(HTML)

References(0)

References

Relative Articles

Supplements(0)

Cited By

Cited by

Periodical cited type(5)

1.	马彦恒，侯建强，李根，刘新海. 基于方位向信息分离的机动SAR成像算法. 电子与信息学报. 2021(02): 364-371 . 本站查看
2.	杨磊，夏亚波，毛欣瑶，廖仙华，方澄，高洁. 基于分层贝叶斯Lasso的稀疏ISAR成像算法. 电子与信息学报. 2021(03): 623-631 . 本站查看
3.	杨磊，张苏，黄博，盖明慧，李埔丞. 多任务协同优化学习高分辨SAR稀疏自聚焦成像算法. 电子与信息学报. 2021(09): 2711-2719 . 本站查看
4.	马彦恒，侯建强. 机动合成孔径雷达成像研究现状与发展趋势. 兵器装备工程学报. 2019(11): 111-115 .
5.	李大圣，吴福伟，孙俊，金林. 一种220 GHz波段太赫兹合成孔径成像雷达. 微波学报. 2018(04): 55-59 .