Waveform Design Based on Water-Filling Algorithm

被引:0
作者
Wang, Bin [1 ]
Wang, Jinkuan [1 ]
Xin, Fengming [1 ]
Wang, Yuhuan [1 ]
机构
[1] Northeastern Univ Qinhuangdao, EOSA Inst, Qinhuangdao, Hebei, Peoples R China
来源
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (CSAIT 2013) | 2014年 / 255卷
基金
中国国家自然科学基金;
关键词
Waveform design; Clutter; Water-filling; INFORMATION;
D O I
10.1007/978-81-322-1759-6_77
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Waveform design is an important problem in radar system design. In this paper, water-filling algorithm is used to solve the problem of waveform design based on mutual information. Two cases that no clutter exists and clutter exists are considered. Then, the optimal water-filling waveform can be obtained, respectively. The simulation results show that the optimized transmitted waveform allocates as more energy into different modes of target response as possible and obtains more information of target from echo in both cases. Finally, the whole paper is summarized.
引用
收藏
页码:671 / 678
页数:8
相关论文
共 9 条
[1]   INFORMATION-THEORY AND RADAR WAVE-FORM DESIGN [J].
BELL, MR .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (05) :1578-1597
[2]   Cognitive radar - A way of the future [J].
Haykin, I .
IEEE SIGNAL PROCESSING MAGAZINE, 2006, 23 (01) :30-40
[3]   Optimal Waveform Design For Cognitive Radar [J].
Haykin, Simon ;
Xue, Yanbo ;
Davidson, Timothy N. .
2008 42ND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-4, 2008, :3-7
[4]   COGNITION IS THE KEY TO THE NEXT GENERATION OF RADAR SYSTEMS [J].
Haykin, Simon .
2009 IEEE 13TH DIGITAL SIGNAL PROCESSING WORKSHOP & 5TH IEEE PROCESSING EDUCATION WORKSHOP, VOLS 1 AND 2, PROCEEDINGS, 2009, :463-467
[5]   Information Theoretic Adaptive Radar Waveform Design for Multiple Extended Targets [J].
Leshem, Amir ;
Naparstek, Oshri ;
Nehorai, Arye .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2007, 1 (01) :42-55
[6]   Waveform design in signal-dependent interference and application to target recognition with multiple transmissions [J].
Romero, R. A. ;
Goodman, N. A. .
IET RADAR SONAR AND NAVIGATION, 2009, 3 (04) :328-340
[7]  
Romero R, 2008, IEEE RAD CONF, P2140
[8]   Adaptive Waveform Design for Improved Detection of Low-RCS Targets in Heavy Sea Clutter [J].
Sira, Sandeep P. ;
Cochran, Douglas ;
Papandreou-Suppappola, Antonia ;
Morrell, Darryl ;
Moran, William ;
Howard, Stephen D. ;
Calderbank, Robert .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2007, 1 (01) :56-66
[9]   MIMO radar waveform design based on mutual information and minimum mean-square error estimation [J].
Yang, Yang ;
Blum, Rick S. .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2007, 43 (01) :330-343