Automatic signal processing of forward looking surveillance sonar data in low signal-to-noise ratio conditions

计算机科学 信号(编程语言) 噪音(视频) 信号处理 声纳 声学 探测理论 数字信号处理 恒虚警率
作者
Fumitaka Maeda,Akira Asada,Eric Maillard,Thomas Meurling,Dan Suchman
标识
DOI:10.1109/wssc.2010.5730260
摘要

In recent years, several surveillance sonar systems have been developed to detect intruders in difficult conditions of coastal waters like ports and harbors. Because man-made noise and reverberation from the bottom and surface are significant in shallow water, the detection process must remove this influence to be robust. Moreover, underwater static objects have strong reflection characteristics, and their echo signal can vary over time. These static objects behave as if they were low-speed, maneuvering, targets like divers. Therefore, they can cause numerous false alarms. These challenges make it difficult to realize an effective sonar-ADT (Automatic target Detection and Tracking) for shallow-coastal harbours. Starting in 2009, our group at the University of Tokyo has developed advanced ADT-techniques that reduces false alarms and improves detection performance using an interferometric method, and delivers improved target-tracking performance under difficult SNR conditions using an original stochastic framework In April 2010, RESON and the University of Tokyo started a collaborative study for automatic data processing techniques dedicated to surveillance sonars. In this paper, we present an overview of the collaborative research project and the current R&D status. Based on the result of our studies and development, we present the results of newly developed ADT techniques that significantly decrease the false alarm rate. We also present improvement of the tracking performance which is influenced by the fluctuations of the underwater target signal using our R&D techniques.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
1秒前
深情安青应助夏弥2016采纳,获得10
2秒前
Orange应助面包学习采纳,获得10
2秒前
1255475177发布了新的文献求助10
3秒前
鳗鱼醉柳完成签到 ,获得积分10
3秒前
3秒前
申雪狐完成签到,获得积分20
4秒前
feihu发布了新的文献求助10
5秒前
5秒前
5秒前
6秒前
潇洒老虎发布了新的文献求助10
6秒前
6秒前
7秒前
7秒前
阿会发布了新的文献求助50
7秒前
8秒前
8秒前
慕青应助123采纳,获得10
8秒前
调皮雨灵完成签到 ,获得积分10
9秒前
Developing_human完成签到,获得积分10
10秒前
星辰大海应助Bilibala采纳,获得10
10秒前
上官若男应助申雪狐采纳,获得10
10秒前
lijiuyi发布了新的文献求助10
10秒前
10秒前
莉莉完成签到,获得积分10
11秒前
Sayhai发布了新的文献求助10
11秒前
wb发布了新的文献求助10
11秒前
xuxuxu完成签到,获得积分20
11秒前
12秒前
槿川完成签到,获得积分10
12秒前
12秒前
宋晓静发布了新的文献求助10
12秒前
222发布了新的文献求助10
12秒前
狂野小松鼠完成签到,获得积分20
13秒前
梦启完成签到,获得积分10
13秒前
13秒前
ySX应助高大峻熙采纳,获得10
14秒前
14秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Applied Min-Max Approach to Missile Guidance and Control 3000
Inorganic Chemistry Eighth Edition 1200
Free parameter models in liquid scintillation counting 1000
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
The Organic Chemistry of Biological Pathways Second Edition 800
The Psychological Quest for Meaning 800
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6316901
求助须知:如何正确求助?哪些是违规求助? 8132927
关于积分的说明 17047556
捐赠科研通 5372104
什么是DOI,文献DOI怎么找? 2851808
邀请新用户注册赠送积分活动 1829730
关于科研通互助平台的介绍 1681466