Madhuri Karnik
Papers
3
Total Citations
16
H-Index
2
About
Madhuri Karnik’s research centers on computational path planning, with a particular focus on the application of harmonic functions to robotics and autonomous navigation. Her work provides a rigorous comparative analysis of boundary conditions—specifically Dirichlet and Neumann—in the construction of harmonic potential fields for obstacle avoidance and goal-directed motion. By systematically evaluating how these conditions influence the smoothness, convergence, and safety of generated paths, Karnik has contributed foundational insights that bridge theoretical potential theory and practical robotics. Her most cited paper (2004, 9 citations) and its earlier iterations (2002, 5 citations; 2003, 2 citations) collectively demonstrate sustained engagement with this niche but critical problem, offering a clear benchmark for researchers exploring harmonic-based navigation. Though her citation counts reflect a focused, specialized audience, her work remains a reference point for those investigating the trade-offs between different boundary formulations in potential field methods. Karnik’s contributions are particularly valuable for students and researchers seeking to understand how subtle mathematical choices in path planning algorithms can significantly impact real-world robotic performance.
Research Focus
Key Achievements
Top Papers
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