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Vinayak Honkote

4 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
2021

PG-RRT: A Gaussian Mixture Model Driven, Kinematically Constrained Bi-directional RRT for Robot Path Planning

IROS 2021poster

Path planning and smooth trajectory generation are critical capabilities for efficient navigation of mobile robots operating in challenging and cluttered environments. For real time and autonomous operations of mobile robots, intelligent algorithms, efficient and light-weight compute, and smooth tra…

Cited by 14SourceScholar
2020

Adaptive Directional Path Planner for Real-Time, Energy-Efficient, Robust Navigation of Mobile Robots

ICRA 2020poster

Autonomous navigation through unknown and complex environments is a fundamental capability that is essential in almost all robotic applications. Optimal robot path planning is critical to enable efficient navigation. Path planning is a complex, compute and memory intensive task. Traditional methods…

Cited by 6SourceScholar
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