Feature Extraction for Classification of Water Surfaces using a 24 GHz CW Radar

被引：0

作者：

Mutschler, Marc A. ^{[1
,2
]}

Scharf, Philipp A. ^{[1
,2
]}

Mantz, Hubert ^{[1
]}

Walter, Thomas ^{[1
]}

Waldschmidt, Christian ^{[2
]}

机构：

[1] Univ Appl Sci Ulm, Lab Microtechnol, Ulm, Germany

[2] Ulm Univ, Inst Microwave Engn, Ulm, Germany

来源：

2019 16TH EUROPEAN RADAR CONFERENCE (EURAD) | 2019年

关键词：

environmental monitoring; Doppler radar; radar measurements; classification features; machine learning;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this contribution water surfaces were characterised by the backscattered signal using a 24 GHz Doppler radar. Signal analysis was based on mathematical measures derived from communication theory such as variance, correlation length, mean Doppler and Doppler spread. This parameter extraction was applied to measurements taken from a laboratory flow passage. These mathematical measures can serve as classifiers for artificial intelligence.

引用

页码：105 / 108

页数：4

共 10 条

[1] Erhart C., 2015, 2015 EUR MICR C SEP
[2] REAL-TIME TWO-DIMENSIONAL BLOOD-FLOW IMAGING USING AN AUTO-CORRELATION TECHNIQUE
KASAI, C
NAMEKAWA, K
KOYANO, A
OMOTO, R
[J]. IEEE TRANSACTIONS ON SONICS AND ULTRASONICS, 1985, 32 (03): : 458 - 464
[3] Decentralized approaches to wastewater treatment and management: Applicability in developing countries
Massoud, May A.
Tarhini, Akram
Nasr, Joumana A.
[J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2009, 90 (01) : 652 - 659
[4] Mutschler MA, 2018, IEEE MTT S INT MICR, P131, DOI 10.1109/MWSYM.2018.8439153
[5] Mutschler MA, 2017, EUROP RADAR CONF, P279, DOI 10.23919/EURAD.2017.8249201
[6] Qiu T., 2018, SIGNAL PROCESSING DA
[7] Scharf PA, 2018, IEEE MTT S INT MICR, P934, DOI 10.1109/MWSYM.2018.8439245
[8] Doppler radar measurements of wave groups and breaking waves
Smith, MJ
Poulter, EM
McGregor, JA
[J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1996, 101 (C6) : 14269 - 14282
[9] Thomas A., 2006, Elements of information theory, DOI 10.1002/047174882X
[10] Review on water leakage control in distribution networks and the associated environmental benefits
Xu, Qiang
Liu, Ruiping
Chen, Qiuwen
Li, Ruonan
[J]. JOURNAL OF ENVIRONMENTAL SCIENCES, 2014, 26 (05) : 955 - 961

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