Multiple objects recognition system for intelligent vehicle system using 24GHz radar

Baehoon Choi, Heesung Lee, Euntai Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

In the active safety system, the object classification is important to decide the action for passenger's safety. Using microwave radar as a sensor, we can get the measure about the distance from the sensor, the azimuth angle, and also the signal power of the reflected signal. In this paper, we use these information from 24GHz microwave radar sensor and classify the objects for the active safety system. The K-nearest neighbor, multilayer perceptron, support vector machine and reduced multivariate polynomial model are employed for verification. This paper includes some experiment results for classification among human, vehicle and bicycle.

Original languageEnglish
Title of host publicationICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems
Pages1911-1914
Number of pages4
Publication statusPublished - 2011 Dec 1
Event2011 11th International Conference on Control, Automation and Systems, ICCAS 2011 - Gyeonggi-do, Korea, Republic of
Duration: 2011 Oct 262011 Oct 29

Publication series

NameInternational Conference on Control, Automation and Systems
ISSN (Print)1598-7833

Other

Other2011 11th International Conference on Control, Automation and Systems, ICCAS 2011
CountryKorea, Republic of
CityGyeonggi-do
Period11/10/2611/10/29

Fingerprint

Intelligent vehicle highway systems
Object recognition
Active safety systems
Radar
Sensors
Microwaves
Bicycles
Information use
Multilayer neural networks
Support vector machines
Experiments

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Choi, B., Lee, H., & Kim, E. (2011). Multiple objects recognition system for intelligent vehicle system using 24GHz radar. In ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems (pp. 1911-1914). [6106193] (International Conference on Control, Automation and Systems).
Choi, Baehoon ; Lee, Heesung ; Kim, Euntai. / Multiple objects recognition system for intelligent vehicle system using 24GHz radar. ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems. 2011. pp. 1911-1914 (International Conference on Control, Automation and Systems).
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Choi, B, Lee, H & Kim, E 2011, Multiple objects recognition system for intelligent vehicle system using 24GHz radar. in ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems., 6106193, International Conference on Control, Automation and Systems, pp. 1911-1914, 2011 11th International Conference on Control, Automation and Systems, ICCAS 2011, Gyeonggi-do, Korea, Republic of, 11/10/26.

Multiple objects recognition system for intelligent vehicle system using 24GHz radar. / Choi, Baehoon; Lee, Heesung; Kim, Euntai.

ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems. 2011. p. 1911-1914 6106193 (International Conference on Control, Automation and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - In the active safety system, the object classification is important to decide the action for passenger's safety. Using microwave radar as a sensor, we can get the measure about the distance from the sensor, the azimuth angle, and also the signal power of the reflected signal. In this paper, we use these information from 24GHz microwave radar sensor and classify the objects for the active safety system. The K-nearest neighbor, multilayer perceptron, support vector machine and reduced multivariate polynomial model are employed for verification. This paper includes some experiment results for classification among human, vehicle and bicycle.

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Choi B, Lee H, Kim E. Multiple objects recognition system for intelligent vehicle system using 24GHz radar. In ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems. 2011. p. 1911-1914. 6106193. (International Conference on Control, Automation and Systems).