Macro-calibration in sensor/actuator networks

被引：25

作者：

Whitehouse, K ^{[1
]}

Culler, D ^{[1
]}

机构：

[1] Univ Calif Berkeley, Berkeley, CA 94720 USA

来源：

MOBILE NETWORKS & APPLICATIONS | 2003年 / 8卷 / 04期

关键词：

calibration; sensor networks; parameter estimation;

D O I：

10.1023/A:1024548100497

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

We describe an ad-hoc localization system for sensor networks and explain why traditional calibration methods are inadequate for this system. Building upon previous work, we frame calibration as a parameter estimation problem; we parameterize each device and choose the values of those parameters that optimize the overall system performance. This method reduces our average error from 74.6% without calibration to 10.1%. We propose ways to expand this technique to a method of autocalibration for localization as well as to other sensor network applications.

引用

页码：463 / 472

页数：10

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