Leena Vachhani
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Research

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Projects

  • 2D nodding LIDAR for sparse data processing for Simultaneous Shape and Velocity Estimation

    A nodding mechanism with mirror assembly is developed to enhance the capabilities of commercially available 2D LIDAR and provide reconfigurability to deal with 3D sparse data. This is a chicken-and-egg problem when available data is sparse.

  • Interval-based optimal placement of Ultrasonic Sensors

    Ultrasonic sensors are popular in robotic applications due to their accuracy and low cost. However, they have a wider beam angle than LIDAR, limiting their angular resolution. The interval method is used to optimize placement of a pair of sensors to improve angular resolution.

  • Vision and acoustic homing

    Homing is a method where an autonomous robot reaches a defined position from anywhere in the environment. It is based on vision and acoustic sensors and can be used for waypoint navigation, reference path following, finding the location of unknown sources, and localization.

  • Interval Analysis method for Collision Avoidance

    Generic method based on interval analysis for parallel embedded implementation addresses the challenges of collision avoidance from mulitple nearby static and dyanamic obstacles.

  • Development of Generalized Voronoi Diagram using FPGA-based Mobile Robot

    Generalized Voronoi Diagram (GVD) is a method of representing environment map. An FPGA-based mobile robot is capable of parallel processing of various robotic sub-tasks simultaneously. Map building of an unknown environment using FPGA based robot is investigated with the constraint of available computing using only digital operations.

  • Multi-agent Exploration and Mapping

    Mapping of an unknown environment using multiple agents investigates relevant information exchange for avoiding redundancy in exploration, information exchange methods and various multi-agent exploration methods.

  • Multi-Agent Patrolling and Coverage

    Patrolling is a repeated tasks of visiting interesting locations repeatedly. The patrolling with multiple agents can be used for reduce the visiting time to each location. Likewise the covering an entire bounded area using multiple agents address their trajectory planning and inter-agent collision.

  • Swarm Aggregation

    Homing is a method where an autonomous robot reaches a defined position from anywhere in the environment. It is based on vision and acoustic sensors and can be used for waypoint navigation, reference path following, finding the location of unknown sources, and localization.

  • Spherical Robot

    This ball shaped robot is gearless and protects the mechatronic components while in operation. These features of the developed spherical robot can sustain collisions. This highly nonlinear system can be operated remotely using an Android App. Its autonomous operations in indoor and outdoor planar environments have also been developed.

  • Autonomous Underwater Vehicle (AUV)

    Series of Matsya vehicle developed by student team since 2010 have developed expertise in various pneumatic, visual and acoustic tasks.

Publications

    Laboratory

    Embedded Control Lab
    A research laboratory focused on Embedded Control Systems has been established for the SC700 course, providing students with hands-on experience in designing embedded controllers with limited sensing and actuation capabilities. The course is currently on hold due to the absence of course materials and will resume once an embedded control book is published.
    Autonomous & Multi-Robot Systems
    The laboratory is equipped with an efficient motion capture system that provides real-time position and orientation feedback of a 3-D body. This feedback is used for verifying control-laws and benchmarking sensor-based autonomous robot techniques. For more details, please visit ARMS Lab Website .
    Mobile Robotics Lab
    Developed a laboratory on Mobile robotics to supplement the course on ”Advanced topics in robotics”. This laboratory has a in-house developed motion capture system using ceiling mounted web-cams. The laboratory experiments are designed in modules to solve various problems defined for mobile robotic applications
    Experiments on Multiple Aerial and Ground Robots
    At IIT Bombay, a state-of-the-art facility has been established in collaboration with Prof. Arpita Sinha from Systems and Control Engineering. This unique laboratory is equipped with ceiling cameras and specialized software to precisely track the movements of both ground and aerial robots. This high-precision data enables rigorous testing and benchmarking of control algorithms, serving as accurate ground truth for controller design evaluations.

    Leena Vachhani

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    109-A, Embedded Control Lab, Systems and Control Engineering, IIT Bombay, Powai, Mumbai, India - 400 076

    22-2576 7833

    leena.vachhani@iitb.ac.in