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Fault-Tolerant Data Aggregation Methods in Sensor Networks. A Practical Approach to Data Acquisition, Processing, Decision Making and Leaning Methods in Wireless Sensor Network

Автор:   Prasanna S.
мягкая обложка
172 страниц
2010 год
Издательство:   Книга по Требованию
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2623 руб
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Описание:The primary idea behind deploying sensor networks is to utilize the distributed sensing capability provided by tiny,low powered and low cost devices. The primary aim of this book is to provide innovative solutions to serveral problem domain – efficient data acquisition, large data processing, decision making and monitoring that all help in optimizing the performance of the given sensor network in real-world deployment scenarios. Due to the low manufacturing cost,the sensors lend themselves to be deployed in large numbers with a high spatial distribution. Such a large deployment scheme often generates enormous amount of data that needs to be efficiently summarized and delivered for analysis and processing. The integrity of data alone can have tremendous effects on the performance of any data acquisition system. Multiple sensing devices can be used cooperatively and collaboratively to capture events or monitor space more effectively than a single sensing device. Most of the applications envisioned with sensor networks demand highly reliable,accurate and fault-tolerant data acquisition process.


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Distributed operating systems

Thus method 1 wastes bandwidth to reduce interrupts compared to method 2. Depending on the average message size, one may be preferable to the other. In summary, this protocol allows reliable broadcasting to be done on an unreliable network in just over two messages per reliable broadcast. Each broadcast is indivisible, and all applications receive all messages in the same order, no matter how many are lost. The worst that can happen is that some delay is introduced when a message is lost, which rarely happens. If two processes attempt to broadcast at the same time, one of them will get to the sequencer first and win. The other will see a broadcast from its competitor coming back from the sequencer, and will realize that its request has been queued and will appear shortly, so it simply waits. Fault-Tolerant Group Communication So far we have assumed that no processors crash. In fact, this protocol has been designed to withstand the loss of an arbitrary collection of k processors (including the sequencer), where k (the resilience degree) is selected when the group is created ...»

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