Generalized Analysis of a Distributed Energy Efficient Algorithm for Change Detection

被引：0
|
作者：
Banerjee, Taposh [1 ]
Sharma, Vinod [1 ]
机构：
[1] Indian Inst Sci, Dept ECE, Bangalore 560012, Karnataka, India
来源：
MSWIM09; PROCEEDINGS OF THE 12TH ACM INTERNATIONAL CONFERENCE ON MODELING, ANALYSIS, AND SYSTEMS | 2009年
关键词：
Nonparametric CUSUM; Decentralized Change Detection; Reflected Random Walk;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
An enemy efficient distributed Change Detection scheme based on Pages CUSUM algorithm was presented in [2]. In this paper we consider a nonparametric version of this algorithm. In the algorithm in [2]. each sensor runs CUSUM and transmits only when the CUSUM is above some threshold. The transmissions from the sensors are fused at the physical layer. The channel is modeled as a Multiple Access Channel (MAC) corrupted with noise. The fusion center performs another CUSUM to detect the change. In this paper. we generalize the algorithm to also include nonparametric CUSUM and provide a unified analysis.
引用
收藏
页码：315 / 320
页数：6
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