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Content Provider | IEEE Xplore Digital Library |
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Author | Yuzhen Liu Weifa Liang |
Copyright Year | 2008 |
Description | Author affiliation: Dept. of Comput. Sci., Australian Nat. Univ., Canberra, ACT (Yuzhen Liu; Weifa Liang) |
Abstract | In this paper, we study the maximization problem of network lifetime for answering a sequence of aggregate queries based on snapshot data. We build a series of nearly optimal representative routing trees for query evaluation, where a representative routing tree is such a tree rooted at the base station that each node in it represents a set of non-tree nodes by holding their historical data (snapshot data). A representative routing tree is optimal if the minimum residual energy among its nodes is maximized, and the number of nodes in the tree is minimized. Due to the unpredictability of future queries, we will focus on the construction of individual optimal representative routing trees in order to solve the maximization problem of network lifetime. We first show the optimal representative routing tree problem is NP-complete. Instead, we then devise two heuristic algorithms for it. We finally conduct extensive experiments by simulations to evaluate the performance of the proposed algorithms in terms of the network lifetime and the average size of representative routing trees. The experimental results showed the proposed algorithms outperform an existing algorithm significantly. |
Starting Page | 140 |
Ending Page | 145 |
File Size | 1950636 |
Page Count | 6 |
File Format | |
ISBN | 9781424420209 |
DOI | 10.1109/ICPCA.2008.4783563 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2008-10-06 |
Publisher Place | Egypt |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | representative routing tree Base stations Energy consumption Heuristic algorithms Routing aggregate query evaluation Relays snapshot-based query Computer science Wireless sensor network Wireless sensor networks Databases Query processing Aggregates correlated data gathering network lifetime |
Content Type | Text |
Resource Type | Article |
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