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Published 20 hours ago • verified publisher icon tycheyoung
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UWB LOS-NLOS Signal Classification using CNN

LOS-NLOS-Classification-CNN

A keras implementation of NLOS Channel Detection with Multilayer Perceptron in Low-Rate Personal Area Networks for Indoor Localization Accuracy Improvement

Prerequisites

  • Python 3.5
  • Keras 2.0
  • TensorFlow 1.4.0

Usage

  1. Download dataset from https://github.com/ewine-project/UWB-LOS-NLOS-Data-Set
  2. Locate dataset file on <YOUR-PROJECT-FOLDER>/dataset/
  3. Run code/sliced_cnn.py or code/cnn_classify.py

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verified publisher icon tycheyoung

Metadata

UWB LOS-NLOS Signal Classification using CNN

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