title: Ð­Ð½ÐµÑÐ³Ð¾ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ Ð´Ð»Ñ Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ IoT
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Energy Optimization for IoT Design
Creators: name: Ð¦Ð°Ð¾ ÐÑÐ¹Ð¸
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: IoT-ÑÐ¸ÑÑÐµÐ¼
ÑÐµÑÐµÐ²Ð¾Ð¹ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»
ÑÐµÑÐµÐ²Ð°Ñ
Ð°ÑÑ Ð¸ÑÐµÐºÑÑÑÐ°
Ð¼Ð¾Ð´ÐµÐ»Ñ ÑÐ½ÐµÑÐ³Ð¾Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸
ÑÐ°ÑÑÐ¾ÑÐ° Ð¾ÑÐ¸Ð±ÐºÐ¸
Ð°Ð½Ð°Ð»Ð¸Ð· Ð·Ð°Ð²Ð¸ÑÐ¸Ð¼Ð¾ÑÑÐ¸
IoT-system network protocol
network architecture
model
energy optimization
error rate
characterization
factor
analysis
dependence

description: ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð·Ð½Ð°Ð½Ð¸Ñ Ð°ÑÑÐ¸ÑÐµÐºÑÑÑÑ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹, Ð° ÑÐ°ÐºÐ¶Ðµ Ð¸Ð·ÑÑÐµÐ½Ð¸Ñ Ð¾ÑÐ½Ð¾Ð²Ð½ÑÑ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»Ð¾Ð² Ð¿ÐµÑÐµÐ´Ð°ÑÐ¸ Ð´Ð°Ð½Ð½ÑÑ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹.ÐÐ·ÑÑÐ¸ÑÑ Ð¼ÐµÑÐ¾Ð´Ñ ÑÐ½ÐµÑÐ³Ð¾Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ ÑÐ¸ÑÑÐµÐ¼Ñ, ÑÐµÑÐµÐ· Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÑ Ð´Ð°Ð½Ð½ÑÑ Ð¿ÑÐ¸ Ð¿Ð¾Ð¼Ð¾ÑÐ¸ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÑÑÐµÐ½Ð¸Ñ Ñ Ð¿Ð¾Ð´ÐºÑÐµÐ¿Ð»ÐµÐ½Ð¸ÐµÐ¼.ÐÑÐ¿Ð¾Ð»ÑÐ·ÑÐ¹ÑÐµ ÑÐ¾Ð·Ð´Ð°Ð½Ð½ÑÑ Ð¼Ð¾Ð´ÐµÐ»Ñ Ð´Ð»Ñ Ð¿ÑÐ¾Ð²ÐµÑÐºÐ¸ Ð´Ð°Ð½Ð½ÑÑ.ÐÐ¾ÑÑÑÐ¾Ð¹ÑÐµ Ð³ÑÐ°ÑÐ¸Ðº Ð·Ð°Ð²Ð¸ÑÐ¸Ð¼Ð¾ÑÑÐ¸ ÑÐ°ÑÑÐ¾ÑÑ Ð±Ð¸ÑÐ¾Ð²ÑÑ Ð¾ÑÐ¸Ð±Ð¾Ðº ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ ÑÑÐ°Ð½ÑÐ¿Ð¾ÑÑÐ½ÑÑ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»Ð¾Ð² Ð¾Ñ Eb/N0.ÐÐ¾ÑÑÑÐ¾Ð¹ÑÐµ Ð³ÑÐ°ÑÐ¸Ðº Ð·Ð°Ð²Ð¸ÑÐ¸Ð¼Ð¾ÑÑÐ¸ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ ÑÐ½ÐµÑÐ³ÐµÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¾Ñ Ð¿ÐµÑÐµÐ´Ð°ÑÐ¸ Ð´Ð°Ð½Ð½ÑÑ. Ð§Ð¸ÑÐ°Ñ ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐ¸Ðµ ÑÑÐ°ÑÑÐ¸ Ð¸ ÐºÐ½Ð¸Ð³Ð¸, Ð¸Ð·ÑÑÐ¸ÑÐµ Ð¾ÑÐ½Ð¾Ð²Ñ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹, Ð° ÑÐ°ÐºÐ¶Ðµ Ð°ÑÑÐ¸ÑÐµÐºÑÑÑÑ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹ Ð¸ ÑÐµÑÐµÐ²Ð¾Ð¹ ÑÑÐ°Ð½ÑÐ¿Ð¾ÑÑÐ½ÑÐ¹ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð» ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹.ÐÐ¾Ð¹Ð¼Ð¸ÑÐµ Ð·Ð½Ð°Ð½Ð¸Ñ Ð¸ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÐ¹ÑÐµ Ð¸Ñ Ð³Ð¸Ð±ÐºÐ¾, ÑÑÐ¾Ð±Ñ Ð¿Ð¾Ð¼ÐµÑÑÐ¸ÑÑ ÑÐ¾, ÑÑÐ¾ Ð²Ñ Ð¿Ð¾Ð½Ð¸Ð¼Ð°ÐµÑÐµ, Ð² ÑÐ¾Ð²ÑÐµÐ¼ÐµÐ½Ð½ÑÐ¹ ÐÐ½ÑÐµÑÐ½ÐµÑ Ð²ÐµÑÐµÐ¹.ÐÐ°Ð¿Ð¸ÑÐ¸ÑÐµ ÑÐ¿Ð¸ÑÐ¾Ðº Ð¾ÑÐ½Ð¾Ð²Ð½ÑÑ ÑÑÐ½ÐºÑÐ¸Ð¹ Ð¸ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ MATLAB, Ð¼Ð½Ð¾Ð³Ð¾ÐºÑÐ°ÑÐ½Ð¾ Ð¾ÑÐ»Ð°Ð¶Ð¸Ð²Ð°Ð¹ÑÐµ, Ð¸Ð·Ð¼ÐµÐ½ÑÐ¹ÑÐµ Ð¾ÑÐ¸Ð±ÐºÐ¸.ÐÑÐ¿Ð¾Ð»ÑÐ·ÑÐ¹ÑÐµ simulink Ð´Ð»Ñ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ Ð¼Ð¾Ð´ÐµÐ»Ð¸, Ð¸Ð·Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ Ð´Ð°Ð½Ð½ÑÑ ÐºÐ¾Ð¼Ð¿Ð¾Ð½ÐµÐ½ÑÐ° Ð² ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐ¸Ð¹ Ð´Ð¸Ð°Ð¿Ð°Ð·Ð¾Ð½, Ð·Ð°Ð¿ÑÑÐºÐ° Ð¸, Ð½Ð°ÐºÐ¾Ð½ÐµÑ, Ð¿Ð¾Ð»ÑÑÐµÐ½Ð¸Ñ ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐµÐ³Ð¾ Ð¸Ð·Ð¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ñ.Ð¢ÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ñ IoT Ð½Ð°ÑÐ¾Ð´Ð¸ÑÑÑ Ð½Ð° ÑÐ°Ð½Ð½Ð¸Ñ ÑÑÐ°Ð´Ð¸ÑÑ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð¸ Ð°ÐºÑÐ¸Ð²Ð½ÑÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ð¹. ÐÐ´Ð½Ð¸Ð¼ Ð¸Ð· Ð½Ð°Ð¸Ð±Ð¾Ð»ÐµÐµ Ð°ÐºÑÑÐ°Ð»ÑÐ½ÑÑ Ð²Ð¾Ð¿ÑÐ¾ÑÐ¾Ð² ÑÐ²Ð»ÑÐµÑÑÑ Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½Ð°Ñ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ñ ÑÐµÑÐ¸ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹ Ñ ÑÑÐµÑÐ¾Ð¼ ÑÑÐµÐ±Ð¾Ð²Ð°Ð½Ð¸Ð¹ Ðº ÑÐºÐ¾ÑÐ¾ÑÑÐ¸ ÑÑÑÑÐ¾Ð¹ÑÑÐ²Ð°, ÑÐ¾ÑÐ¼Ð°ÑÑ Ð´Ð°Ð½Ð½ÑÑ Ð¸ ÑÐ½ÐµÑÐ³Ð¾ÑÐ±ÐµÑÐµÐ¶ÐµÐ½Ð¸Ñ.Ð¡ÑÐµÐ´Ð¸ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÑ Ð¿Ð¾Ð´ÑÐ¾Ð´Ð¾Ð² Ðº ÑÐ¸Ð·Ð¸ÑÐµÑÐºÐ¾Ð¹ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¸ ÐÐ½ÑÐµÑÐ½ÐµÑÐ° Ð²ÐµÑÐµÐ¹ Ð¿ÑÐ¸Ð¾ÑÐ¸ÑÐµÑ Ð¾ÑÐ´Ð°ÐµÑÑÑ ÑÐµÐ½ÑÑÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð½Ð¾Ð¹ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð²Ð·Ð°Ð¸Ð¼Ð¾Ð´ÐµÐ¹ÑÑÐ²Ð¸Ñ, ÑÐ°Ðº ÐºÐ°Ðº Ð½Ð°Ð³ÑÑÐ·ÐºÐ°, ÑÐ²ÑÐ·Ð°Ð½Ð½Ð°Ñ Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¾Ð¹ Ð´Ð°Ð½Ð½ÑÑ, Ð¿ÐµÑÐµÐ´Ð°ÐµÑÑÑ Ð½Ð° ÑÐµÑÐ²ÐµÑ Ð¸ Ð¾Ð±ÐµÑÐ¿ÐµÑÐ¸Ð²Ð°ÐµÑ Ð½Ð°Ð´ÐµÐ¶Ð½ÑÐµ ÑÑÐµÐ´ÑÑÐ²Ð° ÑÑÐ°Ð½ÐµÐ½Ð¸Ñ, Ð² ÑÐ¾Ð¼ ÑÐ¸ÑÐ»Ðµ Ð¾Ð±Ð»Ð°ÑÐ½ÑÐµ ÑÐµÑÐ²Ð¸ÑÑ.
description: This work is devoted to the knowledge of the architecture of the Internet of Things, as well as the study of the main data transmission protocols of the Internet of Things.To study the methods of energy optimization of the system, through data processing using machine learning methods with reinforcement.Use the created model to validate the data.Plot the dependence of the bit error rate of various transport protocols on Eb/N0.Plot the dependence of different energy methods on data transmission. By reading relevant articles and books, learn the basics of the Internet of Things, as well as the architecture of the Internet of Things and the network transport protocol of the Internet of Things.Understand the knowledge and use it flexibly to put what you understand into the modern Internet of Things.Write a list of the main functions and programs using MATLAB, repeatedly debug, change errors.Use simulink to create the model, change the component data to the appropriate range, run, and finally get the appropriate image.IoT technology is in the early stages of implementation and active research. One of the most pressing issues is the optimal organization of the Internet of Things network, taking into account the requirements for device speed, data format and energy saving.Among the various approaches to the physical organization of the Internet of Things, priority is given to the centralized organization of interaction, since the load associated with data processing is transferred to the server and provides reliable storage facilities, including cloud services.