雷达科学与技术2026，Vol.24Issue(1)：1-14,14.DOI:10.3969/j.issn.1672-2337.2026.01.001
BWRadarDataset-1.0:多波段多模态雷达探测感知数据集
BWRadarDataset-1.0:Multi-Band Multi-Mode Radar Dataset for Detection and Sensing
摘要
Abstract
With the rapid development of radar detection and sensing technology,high-quality datasets play a criti-cal role in algorithm innovation,model training,and performance verification.Nowadays,data-driven approaches such as deep learning have become the key in improving radar performance including detection,tracking,recognition,jam-ming and SAR.However,most of the existing datasets are generated by simulation,which is different from the real elec-tromagnetic environment,and the generalization ability is limited.Moreover,these datasets are often designed for single mode,such as detection or SAR,and lack of systematicness,which is difficult to support the integrated research of detec-tion,sensing and processing.In response to this gap,this paper introduces a comprehensive integrated dataset for radar detection,tracking and recognition.The dataset is derived from typical measured scenes,covering multi-band and multi-mode data,which includes signal processing,target tracking,fine-grained recognition,compound jamming and high-resolution SAR imaging,which truly reflects the propagation characteristics and target characteristics of radar sig-nals in complex environments.Furthermore,this paper conducts a systematic extraction and analysis of key features within the dataset,providing standardized feature input for algorithm development and performance evaluation in differ-ent tasks.This work contributes to provide a solid foundation for research in intelligent radar signal and information pro-cessing.关键词
雷达探测/公开数据集/特征提取/目标检测/目标跟踪/目标识别/有源干扰/SAR图像/特征分析Key words
radar detection/publicly available datasets/feature extraction/target detection/target tracking/target recognition/active jamming/SAR image/feature analysis分类
信息技术与安全科学引用本文复制引用
张转花,夏勇,商国军,许涛,任伟杰,雷鸣,王歆远,寿博,邓丽颖,任乐乐,窦曼莉,靳俊峰,杨利红,张琦珺,李伟,牛蕾,林晓斌,张志成,常沛,何洋洋,汪振亚,侯其立,李玉景,郝慧军,曾怡..BWRadarDataset-1.0:多波段多模态雷达探测感知数据集[J].雷达科学与技术,2026,24(1):1-14,14.基金项目
雷达探测感知全国重点实验室基金(2401074240408,KGJ24010742403,KGJ2401072408) （2401074240408,KGJ24010742403,KGJ2401072408）
