Multi-pattern synthesis in fourth-dimensional antenna arrays using BGM-based quasi-Newton memetic optimization method

被引:0
|
作者
Chakraborty, Avishek [1 ]
Saxena, Ravi Shankar [2 ]
Verma, Anshoo [3 ]
Juyal, Ashima [4 ]
Gupta, Sumit [5 ]
Singh, Indrasen [6 ]
Ram, Gopi [7 ]
Mandal, Durbadal [8 ]
机构
[1] GITAM Univ, Dept EECE, GST, Bengaluru, India
[2] GMR Inst Technol, Dept ECE, Rajam, Andhra Pradesh, India
[3] IES Univ, IES Inst Technol & Management, Dept CE, Bhopal, India
[4] Uttaranchal Univ, Uttaranchal Inst Technol, Dehra Dun, India
[5] SR Univ, Dept ECE, Warangal, Telangana, India
[6] VIT Vellore, Sch Elect Engn, Vellore, Tamil Nadu, India
[7] NIT Warangal, Dept ECE, Warangal, Telangana, India
[8] NIT Durgapur, Dept ECE, Durgapur, W Bengal, India
关键词
antenna arrays; memetic algorithm; monopulse radars; multifunctional radars; scanned beam patterns; shaped beam patterns; time-modulation; MODULATED LINEAR ARRAYS; TIME; SIDELOBE; ALGORITHMS; DESIGN;
D O I
10.1017/S1759078723000910
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
The advancement in wireless communication is fueling the growth of innovative antenna array designs toward cost-effective and performance-oriented solutions. This paper proposed unconventional methods to design antenna arrays for multi-pattern synthesis without using attenuators or phase shifters. A low-cost alternative is proposed with "Time-modulation"-based antenna array capable of electronic scanning and beam steering. Here, "Time" is utilized as a fourth-dimensional (4D) array parameter, and that is why "Time-modulated" arrays are also called as 4D antenna arrays. The idea is to control the high-speed switch attached with each antenna periodically to produce desirable current and phase tapering. This article expanded the "Time-modulation" concept to synthesize multiple radiation patterns like monopulse patterns, scanned beam patterns, shaped beam patterns, and cosecant-squared beam patterns for multifunctional radar systems. Suitable time schemes are developed to generate the narrowband sum-difference patterns useful for monopulse radars. Simultaneous scanned beam patterns are also proposed for narrowband communication. Furthermore, to address the wideband applications, shaped flat-top beam patterns and cosecant-squared beam patterns are also proposed. In this regard, 20- and 16-element "Time-modulated" linear array antennas are developed, and the parameters of the arrays are controlled by suitably designed objective functions with quasi-Newton method (QNM)-based memetic optimization method. For this purpose, first a well-known genetic algorithm is adopted to search the potential trust regions in the exploration stage and QNM is used for fine-tuning. Furthermore, the Broyden's good method-based direction-updating equation is used with QNM to improve the performance.
引用
收藏
页码:284 / 294
页数:11
相关论文
共 9 条
  • [1] Multiple Pattern Synthesis in Four-Dimensional Antenna Arrays Using the Quasi-Newton Memetic Optimization Method
    Chakraborty, Avishek
    Singh, Indrasen
    Bhattacharya, Sandip
    Sharma, Kanta Prasad
    Namdev, Vedanshi
    Shukla, Anand Kumar
    Alkhayyat, Ahmed
    Shah, Sanjeev Kumar
    IETE JOURNAL OF RESEARCH, 2024, 70 (07) : 6055 - 6068
  • [2] Antenna Pattern Synthesis Using the Quasi Newton Method, Firefly and Particle Swarm Optimization Techniques
    Chaitanya, R. Krishna
    Raju, G. S. N.
    Raju, K. V. S. N.
    Rao, P. Mallikarjuna
    IETE JOURNAL OF RESEARCH, 2022, 68 (02) : 1148 - 1156
  • [3] Parallel processing architecture for the quasi-Newton method based on BFGS using one-dimensional systolic arrays
    Yamauchi, K
    Ohkama, H
    Fujiwara, Y
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 1998, 81 (10): : 73 - 82
  • [4] Parallel processing architecture for the quasi-Newton method based on BFGS using one-dimensional systolic arrays
    Yamauchi, K.
    Ohkama, H.
    Fujiwara, Y.
    Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi), 1998, 81 (10): : 73 - 82
  • [5] Peak Detection Based on FPGA Using Quasi-Newton Optimization Method for Femtosecond Laser Ranging
    Jiang, Yu
    Liu, Qiang
    Cao, Hui
    Song, Youjian
    IEEE ACCESS, 2020, 8 : 47776 - 47786
  • [6] A new quasi-Newton pattern search method based on symmetric rank-one update for unconstrained optimization
    Wu, Ting
    Sun, Linping
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 55 (06) : 1201 - 1214
  • [7] Advanced Simulation-Inserted Optimization Using Combined Quasi-Newton Method With Lagrangian Method for EM-Based Design Optimization
    Li, Xiaolong
    Feng, Feng
    Zhang, Jianan
    Zhang, Wei
    Zhang, Qi-Jun
    IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2022, 70 (08) : 3753 - 3764
  • [8] Identification of Mechanical Parameters in Flexible Drive Systems Using Hybrid Particle Swarm Optimization Based on the Quasi-Newton Method
    Hafez, Ishaq
    Dhaouadi, Rached
    ALGORITHMS, 2023, 16 (08)
  • [9] Modified perturbation-based chaotic system using the quasi-Newton method with the symmetric rank-one formula for global optimization
    Tatsumi, Keiji
    2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2018, : 3335 - 3340