Open AccessRecovering Information from Wireless Sensors in Hardware and Software Platforms
Author(s) -
Mihail Zverev,
V Vostrikova,
Daniil Teselkin
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2096/1/012030
Subject(s) - computer science , network packet , artificial neural network , software , wireless , real time computing , process (computing) , isolation (microbiology) , wireless sensor network , task (project management) , wireless network , data processing , embedded system , computer hardware , computer network , artificial intelligence , operating system , engineering , systems engineering , microbiology and biotechnology , biology
The work considers the task of information processing in a subsystem of the hardware-software platform of the simulator complex - a mobile system of simulating isolation breathing apparatuses. The problem of predicting values when data packets are lost during their wireless transmission has been revealed. To solve the problem, an algorithm for data processing based on neural network technology has been developed, which allows reducing the number of data packet losses by predicting the lost values. The experimental studies confirmed the adequacy and effectiveness of the proposed algorithm. The use of neural networks in solving the problems of information processing has improved the accuracy of this process.