Adaptive antenna arrays using a genetic algorithm

被引：10
|
作者：
Haupt, Randy L. [1 ]
机构：
[1] Penn State Univ, Appl Res Lab, State Coll, PA 16804 USA
来源：
Proceedings of the 2006 IEEE Mountain Workshop on Adaptive and Learning Systems | 2006年
关键词：
D O I：
10.1109/SMCALS.2006.250724
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents the application of a genetic algorithm (GA) to adapting an antenna array's response in order to reject interference. Since the GA reduces the total power output of the array, constraints are used to prevent nulling of the desired signal received by the main beam. Constraints take the form of using only the least significant bits or a subset of the elements to perform the nulling. Examples demonstrate adaptive nulling using amplitude and phase, phase only, and amplitude only weights.
引用
收藏
页码：249 / 254
页数：6
相关论文
共 50 条
  • [21] Verification of an Optimal Adaptive Filtering Algorithm for GNSS Antenna Arrays
    Buchanan, Matthew
    Chuang, Ying Chieh
    O'Brien, Andrew J.
    Gupta, Inder J.
    NAVIGATION-JOURNAL OF THE INSTITUTE OF NAVIGATION, 2016, 63 (04): : 393 - 404
  • [22] The research of adaptive algorithm of smart antenna arrays in the CDMA system
    Peng, JD
    Duan, ZH
    PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 838 - 841
  • [23] Synthesis of antenna arrays using genetic algorithms
    Marcano, D
    Durán, F
    IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2000, 42 (03) : 12 - 20
  • [24] Pattern nulling of adaptive antenna by phase and amplitude perturbations using genetic algorithm
    Hsu, CH
    Babij, TM
    KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 1047 - 1051
  • [25] Sparse Planar Retrodirective Antenna Array Using Improved Adaptive Genetic Algorithm
    Feng-Ge Hu
    Journal of Electronic Science and Technology, 2011, 9 (03) : 265 - 269
  • [26] Adaptive Antenna Arrays
    Haupt, Randy L.
    Leifer, Mark
    2019 IEEE RADAR CONFERENCE (RADARCONF), 2019,
  • [27] Genetic algorithm optimization of antenna arrays with variable interelement spacings
    Junker, GP
    Kuo, SS
    Chen, CH
    IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM - ANTENNAS: GATEWAYS TO THE GLOBAL NETWORK, VOLS 1-4, 1998, : 50 - 53
  • [28] Genetic Algorithm Adaptive Antenna with Blind Direction Environment
    Phuttharak, Chaowalit
    Laohapensaeng, Teeravisit
    2014 FOURTH JOINT INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONIC AND ELECTRICAL ENGINEERING (JICTEE 2014), 2014,
  • [29] Synthesis of Large Thinned Planar Antenna Arrays Using Modified Binary Coded Genetic Algorithm
    Reddy, K. Yetish
    Kumar, Bharath R.
    Jijenth, M.
    Sahu, Bhagirath
    Gangwar, V. S.
    2017 IEEE APPLIED ELECTROMAGNETICS CONFERENCE (AEMC), 2017,
  • [30] Efficient synthesis of 4D antenna arrays using a bitwise evolutionary genetic algorithm
    Liu, Chuan
    Yang, Shiwen
    Zhu, Quanjiang
    Nie, Zaiping
    INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2015, 28 (03) : 310 - 320
12345