Adaptive Sampling and Forecasting with Mobile Sensor Networks
Author | : Han-Lim Choi |
Publisher | : |
Total Pages | : 219 |
Release | : 2009 |
ISBN-10 | : OCLC:428979900 |
ISBN-13 | : |
Rating | : 4/5 ( Downloads) |
Download or read book Adaptive Sampling and Forecasting with Mobile Sensor Networks written by Han-Lim Choi and published by . This book was released on 2009 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: (cont.) This work proposes the smoother form of the mutual information inspired by the conditional independence relations, and demonstrates its advantages over a simple extension of the state-of-the-art: (a) it does not require integration of differential equations for long time intervals, (b) it allows for the calculation of accumulated information on-the-fly, and (c) it provides a legitimate information potential field combined with spatial interpolation techniques. The primary benefits of the presented methods are confirmed with numerical experiments using the Lorenz-2003 idealistic chaos model.