Clutter Suppression Method of Iron Tunnel Using Cepstral Analysis for Automotive Radars

被引:8
|
作者
Lee, Han-Byul [1 ]
Lee, Jae-Eun [1 ]
Lim, Hae-Seung [1 ]
Jeong, Seong-Hee [1 ]
Kim, Seong-Cheol [2 ]
机构
[1] Mando Corp, Seongnam Si, Gyeonggi Do, South Korea
[2] Seoul Natl Univ, Radio Technol Lab, Inst New Media & Commun INMC, Dept Elect Engn, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
automotive radar; iron-tunnel; clutter suppression; adaptive cruise control (ACC);
D O I
10.1587/transcom.2016EBP3135
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 paper, we propose an efficient clutter suppression algorithm for automotive radar systems in iron-tunnel environments. In general, the clutters in iron tunnels makes it highly likely that automotive radar systems will fail to detect targets. In order to overcome this drawback, we first analyze the cepstral characteristic of the iron tunnel clutter to determine the periodic properties of the clutters in the frequency domain. Based on this observation, we suggest for removing the periodic components induced by the clutters in iron tunnels in the cepstral domain by using the cepstrum editing process. To verify the clutter suppression of the proposed method experimentally, we performed measurements by using 77 GHz frequency modulated continuous waveform radar sensors for an adaptive cruise control (ACC) system. Experimental results show that the proposed method is effective to suppress the clutters in iron-tunnel environments in the sense that it improves the early target detection performance for ACC significantly.
引用
收藏
页码:400 / 406
页数:7
相关论文
共 50 条
  • [1] Enhanced Iron-Tunnel Recognition for Automotive Radars
    Lee, Jae-Eun
    Lim, Hae-Seung
    Jeong, Seong-Hee
    Kim, Seong-Cheol
    Shin, Hyun-Chool
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (06) : 4412 - 4418
  • [2] Enhanced Iron-Tunnel Recognition for Automotive Radars
    Lee, Jae-Eun
    Lim, Hae-Seung
    Jeong, Seong-Hee
    Kim, Seong-Cheol
    Choi, Young-Seok
    Shin, Hyun-Chool
    2015 16TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2015, : 149 - 154
  • [3] An Improved Clutter Suppression Method for Weather Radars Using Multiple Pulse Repetition Time Technique
    Yu, Yingjie
    Li, Yong
    ADVANCES IN METEOROLOGY, 2017, 2017
  • [4] A clutter suppression method utilizing time delay estimation for passive radars
    Zhai, Yonghui
    Wu, Jiang
    Wang, Ding
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2015, 49 (12): : 47 - 52
  • [5] Periodic clutter suppression in iron road structures for automotive radar systems
    Lee, Seongwook
    Yoon, Young-Jun
    Yoon, Jungmin
    Sim, Heonkyo
    Kim, Seong-Cheol
    IET RADAR SONAR AND NAVIGATION, 2018, 12 (10): : 1146 - 1153
  • [6] A capon beamforming method for clutter suppression in colocated compressive sensing based MIMO radars
    Yu, Yao
    Sun, Shunqiao
    Petropulu, Athina P.
    COMPRESSIVE SENSING II, 2013, 8717
  • [7] Phase analysis-based stationary clutter suppression under iron-structures for automotive FMCW radar
    Lee, Jingu
    Kim, Daehyun
    Jeong, Seonghee
    Kim, Younglok
    IET RADAR SONAR AND NAVIGATION, 2019, 13 (05): : 760 - 770
  • [8] Clutter suppression filters with cascade connection using offset of zeros for staggered PRF radars
    Harasawa, Y
    Sekiguchi, T
    Kirimoto, T
    Hamada, N
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2004, 87 (09): : 75 - 86
  • [9] A Ghost Target Suppression Technique using Interference Replica for Automotive FMCW Radars
    Ammen, Daiki
    Umehira, Masahiro
    Wang, Xiaoyan
    Takeda, Shigeki
    Kuroda, Hiroshi
    2020 IEEE RADAR CONFERENCE (RADARCONF20), 2020,
  • [10] Interference Suppression Performance of Automotive UWB Radars Using Pseudo Random Sequences
    Pasya, Idnin
    Kato, Hiroshi
    Kobayashi, Takehiko
    RADIOENGINEERING, 2015, 24 (04) : 932 - 939