Multi-task Hidden Markov Model for Radar Automatic Target Recognition

摘要：

A new radar high-resolution range profile (HRRP) target recognition method is presented via a multi-task learning truncated stick-breaking hidden Markov model (MTL TSB-HMM) with spectrogram feature of HRRP. Experimental results show this method has good recognition and rejection performance.

关键词： Multi-task hidden Markov model (HMM) radar automatic target recognition (RATR).

作者: MIAN PAN LAN DU PENGHUI WANG HONGWEI LIU ZHENG BAO

作者单位: National Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China

会议类型: 国际会议

会议名称: 2011 IEEE CIE International Conference on Radar(2011年IEEE国际雷达会议RADAR 2011)

会议地点: 成都

会议语种:英文

页码: 650-653

在线出版日期: 2011-10-24（万方平台首次上网日期，不代表论文的发表时间）