Chuanyan Shen
Papers
2
Total Citations
5
H-Index
2
About
Chuanyan Shen is a researcher at the forefront of agricultural robotics, specializing in intelligent path planning and multi-objective optimization for plant protection robots. Her work addresses critical challenges in nonstandard orchard environments, particularly in mountainous regions where large-scale machinery is impractical. Shen’s major contributions include developing novel algorithms that enhance robotic autonomy under real-world constraints. Her most cited paper (3 citations), published in 2025, introduces an improved ACO-DWA algorithm that optimizes robot paths while overcoming visual interference from branches and leaves. A second highly cited work (2 citations, 2024) presents an enhanced A*-IWOA method, tackling the fundamental problem of limited battery capacity and weight in autonomous robots. Though early in her career, Shen’s research demonstrates significant potential by integrating swarm intelligence with dynamic window approaches, offering practical solutions for precision agriculture. Her work is particularly notable for addressing the energy-efficiency trade-off that constrains robotic deployment, making her a rising voice in the field of intelligent agricultural machinery.
Research Focus
Key Achievements
Top Papers
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