Compensation Method for Sensor Network Clock Error Based on Cyclic Symmetry Algorithm

Area of Science:

• Computer Science
• Electrical Engineering
• Network Engineering

Background:

• Existing sensor network methods struggle with precise clock error compensation, leading to high time delays and inefficient communication.
• Accurate time synchronization is critical for the performance and reliability of distributed sensor systems.

Purpose of the Study:

• To propose a novel clock error compensation method for sensor networks using a cyclic symmetry algorithm.
• To address limitations in precision, time delay, and communication efficiency in current sensor network clock synchronization techniques.

Main Methods:

• Constructing a cyclic symmetry matrix for the sensor network based on cyclic symmetry principles.
• Extending network nodes to determine the cumulative delay rate within a specified time domain.
• Establishing an autoregressive integral sliding mode control model utilizing cumulative delay rates for clock synchronization error compensation.

Main Results:

• Achieved a clock error compensation accuracy exceeding 98% in simulations.
• Demonstrated effective reduction in sensor network time delay.
• Significantly improved the communication efficiency of the sensor network.

Conclusions:

• The proposed cyclic symmetry algorithm offers a highly accurate and efficient solution for clock error compensation in sensor networks.
• This method effectively mitigates time delays and enhances communication performance, meeting stringent network requirements.
• The approach shows considerable potential for broad application in various sensor network scenarios.