Compensation Module Design for Overlapping Band in Band-Interleaved Data Acquisition Systems Based on Hybrid Particle Swarm Optimization Algorithm

被引:16
作者
Zhao, Yu [1 ]
Ye, Peng [1 ,2 ]
Meng, Jie [1 ]
Yang, Kuojun [1 ]
Gao, Jian [1 ]
Pan, Zhixiang [1 ]
Huang, Wuhuang [1 ]
Song, Jinpeng [3 ]
Dai, Xuefeng [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China
[2] Uni Trend Technol China, Dept Res & Dev, Dongguan 523000, Peoples R China
[3] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimization; Bandwidth; Convergence; Band-pass filters; Data acquisition; Particle swarm optimization; Genetic algorithms; Band interleaved data acquisition system; overlapping band; phase compensation; digital all-pass filters; hybrid particle swarm optimization algorithm; Levenberg-Marquardt algorithm; DIGITAL IIR FILTER;
D O I
10.1109/ACCESS.2020.3027310
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The band interleaved data acquisition system (BI-DAS) is an attractive structure to improve the bandwidth of the acquisition system. However, the non-ideal characteristic of the spectrum analysis filter in BI-DAS results in an overlapping frequency band between two adjacent frequency sub-bands. Phase misalignment (PM) between two sub-bands in the overlapping band may cause those signals canceled or partially canceled to each other when sub-bands' signal are merged. In this paper, a compensation module with a digital all-pass filter (APF) is proposed for the PM of the overlapping bands in BI-DASs. Based on this compensation module, a hybrid Particle Swarm Optimization (PSO) algorithm, along with the Levenberg-Marquardt (LM) algorithm is proposed to design coefficients of the compensation module. The compensation module and corresponding method proposed in this paper are verified in a BI-DAS with 20Gsps sampling rate and 5.5GHz bandwidth. The experimental results show that the proposed compensation module can effectively compensate the PM between the sub-bands in the overlapping band. The proposed hybrid PSO-LM (HPSOLM) algorithm combines the flexibility and reliability inherent in the PSO with the fast convergence and precision of the LM algorithm. It can effectively design the compensation module with stable APF while consuming less time and obtaining better compensation results than the conventional PSO method.
引用
收藏
页码:178835 / 178848
页数:14
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