Open AccessOptimum Distance Planning of Wireless Sensor Network Using Linear Regression Method
Author(s) -
Achmad Ubaidillah,
Riza Alfita,
Mohammad Shoiman Wahyudi
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1125/1/012072
Subject(s) - linear regression , wireless sensor network , computer science , node (physics) , network packet , real time computing , packet loss , regression analysis , wireless , wireless network , data mining , computer network , engineering , telecommunications , machine learning , structural engineering
This research is very important to know the performance and capability of ESP-01 as a sensor node in network planning using Wireless Sensor Network (WSN). The optimal distance between nodes is obtained from the recording using the wireshark application. The linear regression method is used to build distance forecasting systems with packet loss and delay metrics. Observation is done by simulation using Network Simulator and direct measurement using wireshark. The results showed that the recommended optimal distance is 34 meters with a good category network quality.