What We Do
Our group is active in the area of Distributed Intelligence, with special interests in application over Wireless and Mobile Communication Networks.
Applications: Edge Intelligence, Wireless Mobile Computing, Cyber Physical Systems, Internet of Things, Robots Swarm, Energy Harvesting Systems, etc.
Methodologies: Evolutionary Computation, Machine Learning, Game Theory, Markov Decision Process (MDP), Multi-Agent Systems, etc.
Tools: Matlab, Python, C, Latex, etc.
Contact
Leader: Dr. Lei Mu(穆磊)
BC401
School of Computer Science and Technology
Southwest Minzu University (Hangkonggang)
#168 Wenxing section, Dajian Road, Shuangliu
Chengdu, Sichuan, PRC
Email: truemoller_at_outlook_dot_com
Welcome to request a curated catalog of our laboratory's key achievements via email.
欢迎通过邮件索取实验室成果选摘图册.
News
- Journal Paper "A Fine-Grained End-to-End Latency Optimization Framework for Wireless Collaborative Inference" has been accepted by IEEE Internet of Things Journal(IF: 10.6; JCR: Q1; 中科院1区TOP, CCF C).
- Journal Paper " Quantum-inspired optimization algorithm with adaptive correction of energy position: Methodology and a case study" has been accepted by Applied Soft Computing(IF: 8.7; JCR: Q1; 中科院1区TOP).
- Congratulations to Dr. Lei Mu for obtaining a Project of the Science and Technology Department in Sichuan province on Research on Acceleration Techniques for Wireless Edge Intelligence Collaborative Inference as PI, 2023-2025.
- Congratulations to Dr. Lei Mu for obtaining a China Scholarship Council Visiting Scholar and Postdoctoral Fellowship Program on Research on Wireless Edge Intelligence Technologies with King's College London, 2022-2023.
- Journal Paper "Speed Regulation of Scale Adjustment in Quantum-Inspired Optimization Algorithm" has been accepted by Acta Electronica Sinica(CCF A).
- Journal Paper "Quantum-inspired Algorithm with Fitness Landscape Approximation in Reduced Dimensional Spaces for Numerical Function Optimization" has been accepted by Information Sciences(IF: 8.1; JCR: Q1; 中科院1区TOP, CCF B).
- Congratulations to Dr. Lei Mu for obtaining a Fundamental Research Funds for the Central Universities on Key Technologies of the unattended surveillance and sensing system as PI, 2020-2022.
- Welcome to LEI.
Research Interests
Distributed AI
Our group focuses on distributed machine learning within the context of distributed artificial intelligence, involving collaborative model training across multiple IoT devices.
Tools: PyTorch.
Internet of Things
The related research includes short-range wireless communication, low power wide area wireless communication, edge computing, mobile computing, and other new paradigms and their application systems.
Simulator: NS-2, OMNET++, Matlab.
Swarm Robotics
Robot swarms including the hardware and algorithms for cooperation and control are studied through theoretical research, simulation, and implementation. These works will help people to further understand the natural self-organization system.
Simulator: MaCA(Multi-agent Combat Arena), RoboCup2D.
Cooperation Relationship
