Literature Database Entry

krasemann2016medium


Janis Krasemann, "Medium Access for Ultra-Low Power Sensor Systems using Fountain Codes," Bachelor Thesis, Department of Computer Science, University of Paderborn, February 2016. (Advisors: Falko Dressler and Johannes Blobel)

Abstract

Wireless sensor networks are often used to observe animals in their natural habitat. To do this, a small sensor node is attached to the animal's body. The sensor node can then record data and send this data via wireless transmission methods to a nearby ground station. It is often necessary to update or reconfigure these sensor nodes while an experiment is running, again by using wireless communication. Depending on the size of the observed animal, these nodes have very strict energy budgets. This is especially true for the project "Dynamic Adaptable Applications for Bats Tracking by Embedded Communicating Systems (BATS)", in which bats are the observation target. Another challenge in this project is high node mobility - it is to be expected that nodes frequently move in and out of communication range of the sending ground station. For this reason, a custom MAC protocol has to be developed that takes into account the specific challenges - strict energy budget and high node mobility - of the BATS project. The solution approach to reduce the overall battery usage is to use a wake-up receiver which interprets a custom addressing scheme and thus decides if their respective node should wake up to receive a subsequent message, or not. The node mobility problem is solved by using fountain codes as a Forward Error Correction (FEC) method. Fountain codes eliminate the need to retransmit packets that are not successfully transmitted (e.g. due to node mobility) and instead send newly generated packets that eventually allow the receiver to decode the original message, no matter which specific packets were received. Over the course of this thesis, such a communication protocol was designed and implemented in an OMNeT++ simulation. The results of this simulation were then used to rate the quality of the developed solution. The designed protocol offers an energy efficient and reliable solution for the problem of remotely reconfiguring the mobile nodes in an environment of highly mobile sensor nodes. The energy efficiency scales very well with the quality of the chosen fountain code implementation and to a lesser extent when the communication channel quality drops. The developed protocol is a suitable candidate for implementation on the sensor nodes in the BATS project.

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Janis Krasemann

BibTeX reference

@phdthesis{krasemann2016medium,
    author = {Krasemann, Janis},
    advisor = {Dressler, Falko and Blobel, Johannes},
    title = {{Medium Access for Ultra-Low Power Sensor Systems using Fountain Codes}},
    institution = {Department of Computer Science},
    year = {2016},
    month = {February},
    school = {University of Paderborn},
    type = {Bachelor Thesis},
   }
   
   

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