Probabilistic Network Coding for Reliable Wireless Sensor Networks
| Autor: | A. Barradas, Faroq AL-Tam, Eman Al-Hawri, Noélia Correia |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
business.industry
Network packet Computer science Reliability (computer networking) 010401 analytical chemistry Probabilistic logic 020206 networking & telecommunications 02 engineering and technology Energy consumption Directed acyclic graph 01 natural sciences 0104 chemical sciences Packet loss Linear network coding Computer Science::Networking and Internet Architecture 0202 electrical engineering electronic engineering information engineering business Wireless sensor network Computer network |
| Zdroj: | IFIP Advances in Information and Communication Technology ISBN: 9783030451233 DoCEIS |
| DOI: | 10.1007/978-3-030-45124-0_12 |
| Popis: | Energy consumption and packet loss are common concerns in wireless sensor networks. However, designing protocols to minimize both metrics becomes very challenging because these are competing goals. In this paper, a data dissemination approach is proposed that uses probabilistic network coding to achieve a balance between energy consumption and packet loss. A subset of the network nodes, forming a directed acyclic graph, is selected to perform the encoding process under a certain probability. These nodes are the ones responsible for data delivery towards the gateways. The encoding probability is based on the kind of packet received: the more innovative the packet is, the higher the probability of going through the encoding process. The results show that random linear network coding, under such conditions, is able to adequately minimize energy consumption and packet drops, while being a very practical solution. |
| Databáze: | OpenAIRE |
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