Research on the method of designing cap lens using ant colony algorithm
Wenlin Liu1, Hua Qin2, Zhiwei Lv1
1School of Physics and Optoelectronics Engineering, Shandong University of Technology, Zibo, Shandong, China.
Scientific Reports
|August 6, 2021
Summary
Ant colony optimization effectively designed a cap aspheric lens for laser diode to optical fiber coupling. This method achieved high theoretical and experimental coupling efficiencies, proving its feasibility for optical systems.
Area of Science:
- Optics and Photonics
- Computational Science
Background:
- Efficient coupling of laser diode light into optical fibers is crucial for optical communication and sensing.
- Traditional lens design methods can be complex and time-consuming, especially for aspheric elements.
Purpose of the Study:
- To optimize the structural parameters of a cap aspheric lens for laser diode to optical fiber coupling.
- To apply the ant colony optimization algorithm for lens design and evaluate its effectiveness.
Main Methods:
- Utilized the ant colony optimization algorithm implemented in a MATLAB program.
- Defined a merit function to guide the optimization of the cap aspheric lens parameters.
- Designed a lens with specific center thickness and focal length for coupling a laser diode (LD) into a single-mode fiber.
Main Results:
- A cap aspheric lens was designed with a center thickness of 1.1019 mm and effective focal length of 1.10331 mm.
- The designed lens achieved a theoretical coupling efficiency of 89.8%.
- Experimental results showed a maximum coupling efficiency of 88.63% and an average of 79.39%.
Conclusions:
- The ant colony optimization algorithm provides a feasible and effective method for designing cap aspheric lenses for optical fiber coupling.
- The designed lens demonstrates high coupling efficiency, validating the optimization approach.
- This approach has practical implications for improving the performance of optoelectronic devices.


