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Inventi Impact: Wireless Communications & Networking

Articles

  • Inventi:ewcn/17609/15
    On the Implementation of Distributed Asynchronous Non-linear Kernel Methods Over Wireless\nSensor Networks
    01-Jan-1970 Research 2015 : October - December
    Juan A Garrido-Castellano, Juan J Murillo-Fuentes

    In this paper, we face the implementation of a non-linear kernel method for regression on a wireless sensor network\n(WSN) based on MICAz motes. The operating system used is TinyOS 2.1.1. The algorithm estimates the value of some\nmagnitude from the measurements of the motes in a distributed approach where information and computations are\nperformed asynchronously. This proposal includes a research on the potential problems encountered along with the\ndeveloped solutions. Namely, matrix and floating computations, acknowledgement mechanisms and data loss.

    How to Cite this Article
    CC Compliant Citation: Juan A Garrido-Castellano, Juan J\nMurillo-Fuentes, On the implementation of distributed\nasynchronous non-linear kernel methods over wireless sensor\nnetworks, EURASIP Journal on Wireless Communications and\nNetworking (2015) 2015:171, DOI 10.1186/\ns13638-015-0382-6, http://creativecommons.org/licenses/\nby/4.0).
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