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- W2371352001 abstract "Wireless sensor networks usually have limited energy and transmission capacity.A critical and practical demand is to online compress sensor data streams continuously.This paper makes the following contributions.First,using the built-in buffer of sensor node,a piecewise constant approximation based data compression algorithm with infinite norm error bound is presented,which is named PCADC-sensor and is a near online algorithm.Second,with infinite norm and square norm error bound respectively,this study proposes two online piecewise linear approximation based data compression algorithms in sensor node,named PLADC-sensor.A necessary and sufficient condition of PLA uniform approximation is given.Third,a piecewise linear representations based data compression algorithm in cluster head or sink,named PLRDC-cluster is presented.It does not need raw sensory data and can be applied to calculate aggregate functions.Last,the experiments on real-world sensor dataset show that the proposed algorithms match the sensor data stream model and can achieve significant data reduction." @default.
- W2371352001 created "2016-06-24" @default.
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- W2371352001 date "2011-01-01" @default.
- W2371352001 modified "2023-09-25" @default.
- W2371352001 title "Piecewise Approximation Based Data Compression Algorithm with Error Bound in Wireless Sensor Networks" @default.
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