Penggunaan Algoritma Backpropagation dalam penentuan Lokasi Objek menggunakan Kekuatan Sinyal Wifi

Hani Rubiani (Universitas Muhammadiyah Tasikmalaya)

JTEV (Jurnal Teknik Elektro dan Vokasional
Vol 5, No 1.1 (2019): Edisi khusus prosiding FORTEI 2019

This research was conducted to estimate the location of objects in buildings which are fundamental challenges and indeed there have been many studies on localization in buildings based on signal strength by utilizing devices in it such as Wifi signals. The position of the object to receive signal strength calculated in this paper uses a classification algorithm called Artificial Neural Networks (ANN) or in English known as Artificial Neural Network (ANN) with a type of feed forward network or Backpropagation. The experiments conducted showed that the achievement of the accuracy value of the validation results based on the dataset was around 44.56%.