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  • 标题:Data Recovery through Modulation Identification in Dense Wireless Networks
  • 本地全文:下载
  • 作者:Anup Kar ; Aradhana Misra ; Kandarpa Kumar Sarma
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:210
  • DOI:10.1051/matecconf/201821003009
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:With rise in device complexity and transmission rates, reliability in data recovery has become another critical issue requiring costly and computationally demanding mechanism. The popularity of artificial intelligence (AI) and its ubiquitousness have established the usefulness of design of data recovery schemes where device level complexity is less. Lower device complexity is being ensured by the use of AI driven data recovery. In this work, we focus on the design of such a mechanism where traditional process are replaced by a neuro-computing structure. The advantage is lower levels of device complexity but incorporation of a training latency. Experimental results have established the reliability of the proposed system.
  • 关键词:enModulation RecognitionArtificial Neural NetworksMulti Layer Perceptron
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