Abstract: Implementations include herein are visual navigation strategies and systems for lumen center tracking comprising a high-level state machine for gross (i.e., left/right/center) region prediction and curvature estimation and multiple state-dependent controllers for center tracking, wall-avoidance and curve following. This structure allows a navigation system to navigate even under the presence of significant occlusion that occurs during turn navigation and to robustly recover from mistakes and disturbances that may occur while attempting to track the lumen center. This system comprises a high-level state machine for gross region prediction, a turn estimator for anticipating sharp turns, and several lower level controllers for heading adjustment.

Abstract: Implementations include herein are visual navigation strategies and systems for lumen center tracking comprising a high-level state machine for gross (i.e., left/right/center) region prediction and curvature estimation and multiple state-dependent controllers for center tracking, wall-avoidance and curve following. This structure allows a navigation system to navigate even under the presence of significant occlusion that occurs during turn navigation and to robustly recover from mistakes and disturbances that may occur while attempting to track the lumen center. This system comprises a high-level state machine for gross region prediction, a turn estimator for anticipating sharp turns, and several lower level controllers for heading adjustment.

Abstract: A self-propelled semi- or fully-autonomous robotic endoscope device is provided that include multi-degrees of freedom movement and may be sensor-enabled for colonoscopy procedures. The device may include two independently controlled motors configured to drive micro-pillared treads above and below the device, allowing for 2-degrees of freedom (DOF) skid-steering even in a collapsed lumen. The robotic device contains similar functionality of a traditional endoscope, such as a camera, adjustable LEDs, channels for insufflation and irrigation, and a tool port for common endoscopy instruments (e.g., forceps, snares, etc.).

Abstract: Implementations include herein are visual navigation strategies and systems for lumen center tracking comprising a high-level state machine for gross (i.e., left/right/center) region prediction and curvature estimation and multiple state-dependent controllers for center tracking, wall-avoidance and curve following. This structure allows a navigation system to navigate even under the presence of significant occlusion that occurs during turn navigation and to robustly recover from mistakes and disturbances that may occur while attempting to track the lumen center. This system comprises a high-level state machine for gross region prediction, a turn estimator for anticipating sharp turns, and several lower level controllers for heading adjustment.

Abstract: A self-propelled semi- or fully-autonomous robotic endoscope device is provided that include multi-degrees of freedom movement and may be sensor-enabled for colonoscopy procedures. The device may include two independently controlled motors configured to drive micro-pillared treads above and below the device, allowing for 2-degrees of freedom (DOF) skid-steering even in a collapsed lumen. The robotic device contains similar functionality of a traditional endoscope, such as a camera, adjustable LEDs, channels for insufflation and irrigation, and a tool port for common endoscopy instruments (e.g., forceps, snares, etc.).