Mathematical model of the general problem of state classification in wireless sensor networks

2nd International Telecommunication Conference "Advanced Micro- and Nanoelectronic Systems and Technologies"

Yuldashev, M.N.^1 ; Vlasov, A.I.^1

Bauman Moscow State Technical University, ul. Baumanskaya 2-ya, 5, Moscow, Russia^1

关键词: Classification algorithm;    Classification networks;    Classification tasks;    Data network;    Dynamic network;    Sensor readings;    State classification;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/498/1/012002/pdf
DOI  :  10.1088/1757-899X/498/1/012002

来源: IOP

【 摘 要 】

This paper considers a mathematical model of the general classification problem in wireless sensor networks. We present the fields of application of sensor networks, the existing types of sensors used in data networks are listed, as well as the most typical conditions of sensor networks. The main attention is paid to the analysis of mathematical models of classification tasks, evaluating its parameters. As a result, there has been developed a mathematical model of the problem of the classification of states in wireless sensor networks, taking into account factors such as inaccuracies in the sensor readings, the dynamics of the number of sensors, dynamic network conditions, and their priority. This object allows you to move on to the next stage of the classification network conditions, the development of the classification algorithm.