Abstract
In this paper, we consider a sequential approach for decentralized detection problem in wireless sensor networks, and propose a new scheme for data fusion in the case of spatially and temporally identically and independently distributed observations. In addition, we investigate the performances of the proposed scheme in terms of average number of observations and total energy consumption, and further compare the results with those of a non-sequential scheme. As a result, we determined the region of individual node power where the proposed scheme outperforms the non-sequential scheme in terms of both average number of observations and total energy consumption.
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Kramarev, D., Koo, I., Kim, K. (2006). Sequential Approach for Type-Based Detection in Wireless Sensor Networks. In: Cao, J., Stojmenovic, I., Jia, X., Das, S.K. (eds) Mobile Ad-hoc and Sensor Networks. MSN 2006. Lecture Notes in Computer Science, vol 4325. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11943952_66
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DOI: https://doi.org/10.1007/11943952_66
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-49932-9
Online ISBN: 978-3-540-49933-6
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