Asymptotic statistical properties of communication-efficient quickest detection schemes in sensor networks

DOI10.1080/07474946.2018.1548849zbMath1431.62337OpenAlexW2918444091MaRDI QIDQ4632468

Yajun Mei, Ruizhi Zhang

Publication date: 29 April 2019

Published in: Sequential Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/07474946.2018.1548849

zbMATH Keywords

high-dimensional dataasymptotic optimalityfalse alarm ratechange pointdetection delaydynamical analysis of statistical data

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Censored data models (62N01) Stopping times; optimal stopping problems; gambling theory (60G40) Detection theory in information and communication theory (94A13) Optimal stopping in statistics (62L15) Statistical aspects of big data and data science (62R07)

Related Items (2)

Robust change detection for large-scale data streams ⋮ SPRT-based cooperative spectrum sensing with performance requirements in cognitive unmanned aerial vehicle networks (CUAVNs)

Cites Work

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• Efficient scalable schemes for monitoring a large number of data streams
• Sequential multi-sensor change-point detection
• Optimal sequential detection in multi-stream data
• Detection of intrusions in information systems by sequential change-point methods
• Sequential analysis. Tests and confidence intervals
• Optimal detection of a change in distribution
• Optimal stopping times for detecting changes in distributions
• Average run lengths of an optimal method of detecting a change in distribution
• Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation
• Modern statistical estimation via oracle inequalities
• Sequential Change-Point Detection Procedures That are Nearly Optimal and Computationally Simple
• Information Bounds and Quickest Change Detection in Decentralized Decision Systems
• Asymptotic Performance of a Censoring Sensor Network
• On the Best 2-CUSUM Stopping Rule for Quickest Detection of Two-Sided Alternatives in a Brownian Motion Model
• Ideal spatial adaptation by wavelet shrinkage
• Test of Significance When Data Are Curves
• Decentralized quickest change detection
• Data-Efficient Quickest Change Detection in Sensor Networks
• Quickest Change Detection and Kullback-Leibler Divergence for Two-State Hidden Markov Models
• Scalable SUM-Shrinkage Schemes for Distributed Monitoring Large-Scale Data Streams
• Prospective Time Periodic Geographical Disease Surveillance Using a Scan Statistic
• On Optimum Methods in Quickest Detection Problems
• Asymptotically Optimum Sequential Inference and Design
• Procedures for Reacting to a Change in Distribution
• CONTINUOUS INSPECTION SCHEMES
• Scan statistics

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