Xiaotong Guo

Title: Innovations of Xiaotong Guo in Wireless Sensor Networks

Introduction

Xiaotong Guo is a prominent inventor based in Chengdu, China. He has made significant contributions to the field of wireless sensor networks, particularly through his innovative patent that focuses on energy-efficient routing methods. His work is essential in advancing the capabilities of sensor networks, which are crucial for various applications in technology and research.

Latest Patents

Xiaotong Guo holds a patent titled "Method for energy efficient routing in wireless sensor network based on multi-agent deep reinforcement learning." This patent describes a method that predefines a wireless sensor network and creates a cooperative routing decision system. The system includes decision networks and a sink module, where the decision networks are deployed on the sensor nodes. The sink module calculates routing for each sensor node based on probability vectors obtained from the decision networks. A multi-agent deep reinforcement learning algorithm is utilized to train the decision networks, allowing for dynamic updates to the routing policy of the wireless sensor network.

Career Highlights

Xiaotong Guo is affiliated with the University of Electronic Science and Technology of China, where he contributes to research and development in electronic and communication technologies. His work has garnered attention for its innovative approach to enhancing the efficiency of wireless sensor networks.

Collaborations

Xiaotong Guo has collaborated with notable colleagues, including Jing Ren and Tongyu Song. Their combined expertise in the field has led to advancements in research and practical applications of sensor networks.

Conclusion

Xiaotong Guo's contributions to the field of wireless sensor networks through his innovative patent demonstrate his commitment to advancing technology. His work not only enhances energy efficiency but also paves the way for future developments in this critical area.