A Data-driven Personnel Detection Scheme for Indoor Surveillance using Seismic Sensors

机译：基于地震传感器的室内监视数据驱动人员检测方案

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper describes experiments and analysis of seismic signals in addressing the problem of personnel detection for indoor surveillance. Data was collected using geophones to detect footsteps from walking and running in indoor environments such as hallways. Our analysis of the data shows the significant presence of nonlinearity, when tested using the surrogate data, method. This necessitates the need for novel detector designs that are not based on linearity assumptions. We present one such method based on empirical mode decomposition (EMD) and functional data analysis (FDA) and evaluate its applicability on our collected dataset.

机译：本文介绍了地震信号的实验和分析，以解决室内监视人员检测的问题。使用地震检波器收集数据，以检测室内环境（如走廊）中行走和跑步的脚步声。当使用替代数据方法进行测试时，我们对数据的分析显示出非线性的显着存在。这就需要不基于线性假设的新颖检测器设计。我们提出一种基于经验模式分解（EMD）和功能数据分析（FDA）的方法，并评估其在我们收集的数据集上的适用性。

著录项

来源
《Conference on unattended ground, sea and air sensor technologies and applications XI; 20090413-16; Orlando, FL(US)》|2009年|P.733315.1-733315.11|共11页
会议地点 Orlando FL(US)
作者
Arun Subramanian; Satish G. Iyengar; Kishan G. Mehrotra; Chilukuri K. Mohan; Pramod K. Varshney; Thyagaraju Damarla;
展开▼
作者单位

Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY 13244, USA;

Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY 13244, USA;

Department of Electrical Engineering and Compu;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类 TP212;
关键词
indoor surveillance; seismic signal processing; test for nonlinearity; empirical mode decomposition; functional data analysis;

机译：室内监视;地震信号处理;非线性测试;经验模式分解;功能数据分析;

相似文献

外文文献
中文文献
专利

1. Data-Driven Schemes for Robust Fault Detection of Air Data System Sensors [J] . Mario L. Fravolini, Giuseppe Del Core, Umberto Papa, Control Systems Technology, IEEE Transactions on . 2019,第1期

机译：数据驱动方案，用于航空数据系统传感器的鲁棒故障检测
2. Depth sensor based human detection for indoor surveillance [J] . Tao Hu, Hao Zhang, Xinyan Zhu, Future generation computer systems . 2018,第NOVa期

机译：基于深度传感器的人体检测，可用于室内监控
3. Utilizing Attributed Graph Representation in Object Detection and Tracking for Indoor Range Sensor Surveillance Cameras [J] . Houari SABIRIN, Hiroshi SANKOH, Sei NAITO IEICE transactions on information and systems . 2015,第12期

机译：在室内距离传感器监控摄像机的目标检测和跟踪中利用属性图表示法
4. A Data-driven Personnel Detection Scheme for Indoor Surveillance using Seismic Sensors [C] . Arun Subramanian, Satish G. Iyengar, Kishan G. Mehrotra, SPIE Conference on Unattended Ground, Sea, and Air Sensor Technologies and Applications . 2009

机译：使用地震传感器进行室内监测的数据驱动人员检测方案
5. An Indoor Navigation System Using a Sensor Fusion Scheme on Android Platform. [D] . Xin, Jiayi. 2017

机译：在Android平台上使用传感器融合方案的室内导航系统。
6. Temporal Data-Driven Sleep Scheduling and Spatial Data-Driven Anomaly Detection for Clustered Wireless Sensor Networks [O] . Gang Li, Bin He, Hongwei Huang, 2016

机译：集群无线传感器网络的时间数据驱动的睡眠调度和空间数据驱动的异常检测
7. A Data-driven Personnel Detection Scheme for Indoor Surveillance using Seismic Sensors [O] . Arun Subramaniana, Satish G. Iyengara, Kishan G. Mehrotraa, 2015

机译：一种利用地震传感器进行室内监视的数据驱动人员检测方案
8. Multimodal Signal Processing for Personnel Detection and Activity Classification for Indoor Surveillance [R] . Varshney, P K 2013

机译：用于室内监视的人员检测和活动分类的多模态信号处理

A Data-driven Personnel Detection Scheme for Indoor Surveillance using Seismic Sensors

摘要

著录项

相似文献

相关主题

期刊订阅