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A Lightweight Deep Learning-Based Algorithm for Array Imperfection Correction and DOA Estimation

Wenwei Fang Zhihui Cao Dingke Yu Xin Wang Zixian Ma Bing Lan Chunyi Song Zhiwei Xu

通信与信息网络学报（英文）2022，Vol.7Issue(3)：P.296-308,13.

A Lightweight Deep Learning-Based Algorithm for Array Imperfection Correction and DOA Estimation

Wenwei Fang ¹Zhihui Cao ¹Dingke Yu ¹Xin Wang ¹Zixian Ma ¹Bing Lan ¹Chunyi Song ²Zhiwei Xu²

作者信息

1. Institute of Marine Electronic and Intelligent System,Ocean College,Zhejiang University,Zhoushan 316021,China
2. Institute of Marine Electronic and Intelligent System,Ocean College,Zhejiang University,Zhoushan 316021,China Engineering Research Center of Oceanic Sensing Technology and Equipment,Ministry of Education,Zhoushan 316021,China Donghai Lab,Zhoushan 316021,China
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摘要

关键词

deep learning/array imperfection/DOA estimation/model compression/edge-AI

分类

信息技术与安全科学

引用本文复制引用

Wenwei Fang,Zhihui Cao,Dingke Yu,Xin Wang,Zixian Ma,Bing Lan,Chunyi Song,Zhiwei Xu..A Lightweight Deep Learning-Based Algorithm for Array Imperfection Correction and DOA Estimation[J].通信与信息网络学报（英文）,2022,7(3):P.296-308,13.

基金项目

supported in part by the National Natural Science Foundation of China(NSFC)under Grant 61971379 （NSFC）

in part by the Key Research and Development Program of Zhejiang Province under Grant 2020C03100 （）

in part by the Leading Innovative and Entrepreneur Team Introduction Program of Zhejiang under Grant 2018R01001 （）

in part by the Fundamental Research Funds for the Central Universities under Grant 226202200096 （）

in part by the Program of Innovation 2030 on Smart Ocean in Zhejiang University under Grant 129000*194232201. （）

通信与信息网络学报（英文）

OACSCDEI

ISSN：2096-1081

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