Data Fusion for WSN Using Probabilistic Method and Particle Filter

Patel, Nilay; Jaliya, Udaysinh

ISBN 10: 6138238052 / ISBN 13: 9786138238058

Editore: LAP Lambert Academic Publishing, 2019

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Titolo: Data Fusion for WSN Using Probabilistic ...

Casa editrice: LAP Lambert Academic Publishing

Data di pubblicazione: 2019

Legatura: Brossura

Condizione: New

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Riassunto:

We have seen a huge increase in the use and application of a tiny device called a sensor in a number of fields. A single network may consist of many tiny sensors that sense different or same types of data. All the data sensed may vary due to data inaccuracy, inconsistency, incorrectness and imperfect so a method should be developed to get the most accurate and correct result. Data fusion is the approach by which we can get the near correct results. In this work, I have simulated three methods and two algorithms to get the best posterior data. All the methods were simulated and the result shows how one can reduce error from sensed data of sensors and predict future data based on previous data considering types of error possible in an environment.