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Karthik Narayanan

2 accepted papers

2021

Multi-Variable State Prediction: HMM Based Approach for Real-Time Trajectory Prediction

IROS 2021poster

Predicting the motion of observed entities benefits humans almost seamlessly. The same benefits can be proliferated to mobile autonomous systems if we have a reliable, real-time solution to predict the motion of any object of interest, be it the host’s own motion or that of an observed foreign objec…

Cited by 3SourceScholar
2019

Kinematic Constraints Based Bi-directional RRT (KB-RRT) with Parameterized Trajectories for Robot Path Planning in Cluttered Environment

ICRA 2019poster

Optimal path planning and smooth trajectory planning are critical for effective navigation of mobile robots working towards accomplishing complex missions. For autonomous, real time and extended operations of mobile robots, the navigation capability needs to be executed at the edge. Thus, efficient…

Cited by 49SourceScholar