Abstract: A robot for legged locomotion incorporating passive dynamics with active force control and method are provided.

Abstract: A target object gripping apparatus comprises: an estimation unit configured to estimate an orientation of a target object based on orientation estimation parameters; a gripping unit configured to grip the target object based on the orientation of the target object estimated by the estimation unit; a detection unit configured to detect a failure of gripping by the gripping unit; and a modifying unit configured to modify the orientation estimation parameters based on the orientation of the target object when the detection unit detects a gripping failure.

Abstract: There are included a desired joint torque output limiting unit for limiting operations of a desired joint torque output unit and a limit cancellation unit for canceling the limitation by the output limiting unit. An actuator of a joint of a robot is controlled in accordance with modified desired joint torque outputted from the output limiting unit, so that the robot can be controlled to be kept stopped even upon switching between dynamics parameters.

Abstract: A system and method can provide a command and control paradigm for integrating robotic assets into human teams. By integrating sensor to detect human interaction, movement, physiology, and location, a net-centric system can permit command of a robotic platform without an OCU. By eliminating the OCU and maintaining the advantages of a robotic platform, a robot can be used in the place of a human without fatigue, being immune to physiological effects, capable of non-humanoid tactics, a longer potential of hours per day on-station, capable of rapid and structured information transfer, has a personality-free response, can operate in contaminated areas, and is line-replaceable with identical responses. A system for controlling a robotic platform can comprise at least one perceiver for collecting information from a human or the environment; a reasoner for processing the information from the at least one perceiver and providing a directive; and at least one behavior for executing the directive of the reasoner.

Abstract: An information processing apparatus includes an imaging unit and is capable of setting arrangement of a structural member of a robot system which works based on an image captured by the imaging unit. The information processing apparatus includes an arrangement unit configured to arrange a virtual object corresponding to the structural member in a virtual space corresponding to a working space of the robot system, a first acquisition unit configured to acquire a virtual space image in the virtual space which corresponds to the captured image and in which the virtual object is arranged, and a second acquisition unit configured to acquire an evaluation value indicating adaptation of arrangement of the virtual object to the work of the robot system based on the virtual space image.

Abstract: A multiplane medical imaging system is provided. The multiplane medical imaging system comprises a first X-ray machine and a second X-ray machine, each X-ray machine comprising an X-ray tube and an X-ray detector, wherein the first and second X-ray machines each comprise respective mobile automatic devices on which the respective X-ray tubes and the respective X-ray detectors are mounted in order to control the movement of the first and second X-ray machines.

Abstract: A balance control apparatus of a robot and a control method thereof. The balance control method of the robot, which has a plurality of legs and an upper body, includes detecting pose angles of the upper body and angles of the plurality of joint units, acquiring a current capture point and a current hip height based on the pose angles and the angles of the plurality of joint units, calculating a capture point error by comparing the current capture point with a target capture point, calculating a hip height error by comparing the current hip height with a target hip height, calculating compensation forces based on the capture point error and the hip height error, calculating torques respectively applied to the plurality of joint units based on the compensation forces, and outputting the torques to the plurality of joint units to control balance of the robot.

Abstract: A robot tracks objects using sensory data, and follows an object selected by a user. The object can be designated by a user from a set of objects recognized by the robot. The relative positions and orientations of the robot and object are determined. The position and orientation of the robot can be used so as to maintain a desired relationship between the object and the robot. Using the navigation system of the robot, during its movement, obstacles can be avoided. If the robot loses contact with the object being tracked, the robot can continue to navigate and search the environment until the object is reacquired.

Abstract: A movable olfactory robot dog (1) includes an IMS unit (100) acquiring chemical substance-related information relating to chemical substances included in external air (19) respectively obtained from left and right nostrils (12L) and (12R), and an event monitoring unit (30) that determines the occurrence of an event and occurrence direction of the event relative to the robot dog (1) based on a change in the chemical substance-related information respectively acquired at the left and right nostrils (12L) and (12R).

Abstract: There is provided a device such as a robot that includes a processor and a number of sensors. Each of the sensors provides respective sensor data to the processor. The sensor data from each sensor is indicative of corresponding characteristics of an environment of the device. A memory includes a security mode component that is executable by the processor and is configured to cause the device to autonomously navigate at least a portion of the environment. A detection component executable by the processor is configured to detect an unusual condition in the environment.

Abstract: A spherical infrared robotic vehicle (SIRV) is provided for remote reconnaissance. The SIRV includes a spherical shell, a chassis within the shell, an infrared sensor within the chassis and a set of wheels between the shell and chassis. The spherical shell has inner and outer surfaces. The chassis contains a platform, an electric motor and a power supply, and includes an infrared aperture. The infrared sensor mounts to the platform and disposed to receive an infrared signal through the aperture as infrared images. The sensor can be a plurality of infrared cameras mounted in separate directions. The set of wheels are driven by the motor and supported by the chassis. The wheels engage the inner surface and turn in response to the motor. Turning the wheels rolls the shell to propel the SIRV.

Abstract: A robotic controller using schemata, the schemata being a set of parameterized sequences of motor commands in order to make a robot to achieve a set goal, the parameters of the sequences being gained from the state variables of the robotic controller, a robotic controller comprising an interface for supplying sensory input to the robotic controller. A schemata state memory (1) structure supplied with either input from a schemata recognition module (4) or input from an inverse model module (2) or combinations of them. An inverse model module (2) for generating motor commands based on state variables and stored schemata, a forward model module (3) for predicting state variables based on state variables and stored schemata, and a schemata recognition module (4) for selecting a schemata based on supplied state variables of the robot controlled by the robotic controller.

Abstract: A robotic control method for a camera (30) having an optical view and a robot (40) having an end-effector (42) and one or more joints (41) for maneuvering end-effector (42). The robotic control method involves an acquisition of a digital video frame (32) illustrating an image as optically viewed by the camera (30), and an execution of a visual servoing for controlling a pose of end-effector (42) relative to an image feature within the digital video frame (32).

Abstract: A robot control apparatus includes walking operation control unit which controls the robot to carry out a predetermined walking operation; an obstacle detection unit which detects an obstacle existing in a place where a leg of the robot lands; a determination unit which determines whether or not a place on a sole of the robot's leg on which a reaction force from the obstacle works is in a stable area; and a reflex control unit which causes an ankle of the robot's leg in contact with the obstacle, when the reaction force working on the sole of the robot's leg is not in the stable area, to carry out a pitching or rolling operation, expanding the stable area, extends the leg, and controls the leg in such a way that a ZMP converges on a point of equilibrium of a support leg.

Abstract: An underwater robot is configured to be charged in response to a charging signal from a charging dock, and includes a main body having a waterproof chamber, and an electric power unit disposed in the waterproof chamber. The electric power unit includes a rechargeable battery set storing electric power, and a charging module coupled to the rechargeable battery set and configured to charge the rechargeable battery set in response to the charging signal from the charging dock.

Abstract: The present invention relates to a design and microfabrication method for microgrippers that are capable of grasping micro and nano objects of a large range of sizes and two-axis force sensing capabilities. Gripping motion is produced by one or more electrothermal actuators. Integrated force sensors along x and y directions enable the measurement of gripping forces as well as the forces applied at the end of microgripper arms along the normal direction, both with a resolution down to nanoNewton. The microfabrication method enables monolithic integration of the actuators and the force sensors.

Abstract: A robot (100) has a robot mechanism unit (1) having a sensor (10) and a control unit (2), and the control unit (2) includes a normal control unit (4) that controls the operation of the robot mechanism unit, and a learning control unit (3) that, when the robot mechanism unit (1) is operated by a speed command that is given by multiplying a teaching speed designated in a task program by a speed change ratio, performs learning to calculate, from a detection result by the sensor (10), a learning correction amount for making the trajectory or position of the control target in the robot mechanism unit (1) approach the target trajectory or target position, or for reducing the vibration of the control target, and performs processes so that the control target position of the robot mechanism unit (1) moves along a fixed trajectory regardless of the speed change ratio.

Abstract: A robot hand has a plurality of fingers including a contact sensing finger that senses contact with an object. A base provided with the fingers detects a resultant reaction force that is the combination of reaction forces from the fingers. When no resultant reaction force is detected, the plurality of fingers are moved toward the object, and when the contact sensing finger comes into contact with the object, a force that drives the fingers is switched to a force corresponding to a grasp force. When the contact sensing finger has not come into contact with the object but a resultant reaction force is detected, the driving of the fingers is terminated and the position of the base is corrected by moving the base in a direction in which the resultant reaction force having acted thereon is not detected any more.

Abstract: Interface (101) for converting human control input gestures to telematic control signals. The interface includes a plurality of articulating arms (107a, 107b, 108a, 108b, and 109a, 109b) each mounted at a base end (113, 115, 117) to an interface base and coupled at an opposing end to a housing (106). The articulating arms are operable to permit linear translational movement of the housing in three orthogonal directions. At least one sensor (116) of a first kind is provided for measuring the linear translational movement. A pivot member (201) is disposed in the housing and is arranged to pivot about a single pivot point. A grip (102) is provided and is attached to the pivot member so that a user upon grasping the grip can cause the pivot to rotate within the housing.

Abstract: A method according to the invention for controlling a manipulator, in particular of a robot, comprises the step of detecting a contact force between the manipulator and a workpiece (2; 20) on the basis of actual drive forces (t) and drive forces (tModell) of a dynamic model (M d2q/dt2+h(q, dq/dt)=tModell) of the manipulator. The method also comprises at least one of the steps of a) multistage measuring of a position of the workpiece (2) on the basis of detected contact forces (S40, S70), in particular comprising the steps of: determining positions of misaligned contours, in particular edges (2.1, 2.2), of the workpiece (2) by detecting poses of the manipulator and at the same time contact forces acting thereon (S40); moving to reference points of the workpiece (2), in particular defined by recesses (3.1, 3.2, 3.3), on the basis of contours (2.1, 2.

Abstract: Provided is a method for determining a grounding timing of a biped walking robot. Firstly, a ZMP equation which represents a trajectory of a center of gravity including a first single-leg grounded period in which the robot stands only with a first leg and a second single-leg grounded period in which the robot stands only with a second leg, following the first single-leg grounded period, is solved using a predetermined grounding timing. A second leg ZMP position representing a ZMP position in the second single-leg grounded period is then calculated. When the calculated second leg ZMP position is out of the second leg ZMP permissible area, the grounding timing is modified so that the second leg ZMP position is located in a second leg ZMP permissible area which is defined corresponding to a possible grounding area of the second leg.

Abstract: A device and method for adjusting the magnetic strength of a magnetic end effector for lift systems is described. The magnetic end effector is capable of lifting discriminate payloads by selectively varying the strength of the magnetic forces output by the magnetic end effector. An actuator can be operatively coupled to the variable strength magnet end effector, wherein the actuator is selectively actuatable to control the adjustment of the variable strength magnet. The actuator may also be configured to maintain the variable strength magnet at a desired magnetic force output strength once achieved for any given amount of time.

Abstract: A detecting apparatus and method of a robot cleaner is disclosed. The apparatus includes a detecting unit provided with a transmitting unit for sending a signal to detect the floor and a receiving unit for receiving a signal sent from the transmitting unit to be reflected on the floors an optic angle adjusting unit disposed at least one of the transmitting unit and the receiving unit and configured to adjust optic angles of the signals, and a light shielding unit configured to partially shield a signal sent through the optic angle adjusting unit in order to reduce a deviation of each signal of the transmitting unit and the receiving unit. Accordingly, a measurement deviation with respect to color and feel of the floor can be reduced. Also, an amount of light received at the receiving unit can be obtained as much as required, which allows an accurate detection of the detecting apparatus. In addition, even if there are both drop-off and bump on the floor, the robot cleaner can smoothly operate.

Abstract: An underground utility vault inspection system and method includes a pre-defined railway installed in an underground utility vault, and an inspection vehicle adapted to traverse the railway to provide inspection results to inspection personnel. The inspection vehicle includes inspection tools for inspecting underground power lines and equipment, recording inspection results, and transmitting the inspection results to the inspection personnel.

Abstract: An operating device and a method for operating a machine in automation engineering are disclosed. A touch-sensitive screen detects simultaneous contact with the screen at different positions on the screen, and an external key with a geometric key pattern is provided. A reference pattern is stored in the operating device which compares the geometric pattern determined from the different screen positions detected upon contact of the external key with the screen with the stored reference pattern and allows specific operating actions for operating the machine if the determined geometric pattern matches the stored reference pattern. Authorization to operate a machine can thus be easily ascertained.

Abstract: A sensor device includes a sensor element which is formed by laminating a piezoelectric substance and an electrode, a first case and a second case which house the sensor element therein, and a pressing portion which presses the sensor element in the lamination direction of the piezoelectric substance and the electrode via the first and second cases.

Abstract: A robotic cleaner includes a cleaning assembly for cleaning a surface and a main robot body. The main robot body houses a drive system to cause movement of the robotic cleaner and a microcontroller to control the movement of the robotic cleaner. The cleaning assembly is located in front of the drive system and a width of the cleaning assembly is greater than a width of the main robot body. A robotic cleaning system includes a main robot body and a plurality of cleaning assemblies for cleaning a surface. The main robot body houses a drive system to cause movement of the robotic cleaner and a microcontroller to control the movement of the robotic cleaner. The cleaning assembly is located in front of the drive system and each of the cleaning assemblies is detachable from the main robot body and each of the cleaning assemblies has a unique cleaning function.

Abstract: An apparatus for characterizing a wafer comprising an aligner comprising a chuck for receiving and rotating the wafer, a sensor for detecting the position of the wafer as it is rotated, a first actuator for lowering and raising the wafer vertically, and a second actuator for moving the chuck horizontally; and a weighing scale comprising a weight sensor disposed proximate to the aligner, and a cantilevered arm extending laterally from the weight sensor over the chuck of the aligner, the cantilevered arm having a through hole surrounding the chuck. The chuck is vertically movable relative to the weighing scale from a first position in which the wafer is supported by the chuck to a second position in which the wafer is supported by the cantilevered arm of the weighing scale. A method for characterizing a wafer using the instant apparatus is also disclosed.

Abstract: A robot includes a chassis, a motive subsystem configured to maneuver the chassis, a hopping actuator attached to the chassis and configured to launch the robot, and at least one leg pivotable with respect to the chassis to pitch the chassis upward at a selected launch trajectory angle. A control subsystem automatically actuates and controls the motive subsystem when the robot is airborne and uses the rotational momentum of the motive subsystem to control the attitude of the robot chassis in flight.

Abstract: An information processing apparatus for performing recognition processing by a recognizer for a position and orientation of a work subject to undergo work by a working unit of a robot arm, comprising: an obtaining unit adapted to obtain, for each of a plurality of positions and orientations of the work subject, a position and orientation of the working unit in which the working unit can perform the work; and a restriction unit adapted to restrict a position and orientation of the work subject used in the recognition processing by the recognizer to a position and orientation of the work subject corresponding to the position and orientation of the working unit that have been obtained by the obtaining unit.

Abstract: A robotic grasping device (10) has a first finger (20), a second finger (30) and an actuator (40). The first finger has a first fingertip (22), a first base (24) and a first actuator engagement end (26). A first gripping surface (21) of the first finger lies between the first fingertip and the first base. Similarly, the second finger has a second fingertip (32), a second base (34), a second actuator engagement end (36). A second gripping surface (31) of the second finger is between the second fingertip and the second base. The actuator (40) mechanically engages with the first actuator engagement end and the second actuator engagement end to open and close the fingers. A first force sensor (28) is disposed on the base of the first finger to measure a first operative force on the first finger, and a second force sensor (38) is disposed on the base of the second finger to measure a second operative force on the second finger.

Abstract: Methods, computer readable media, and apparatuses provide robotic explosive hazard detection. A robot intelligence kernel (RIK) includes a dynamic autonomy structure with two or more autonomy levels between operator intervention and robot initiative A mine sensor and processing module (ESPM) operating separately from the RIK perceives environmental variables indicative of a mine using subsurface perceptors. The ESPM processes mine information to determine a likelihood of a presence of a mine. A robot can autonomously modify behavior responsive to an indication of a detected mine. The behavior is modified between detection of mines, detailed scanning and characterization of the mine, developing mine indication parameters, and resuming detection. Real time messages are passed between the RIK and the ESPM. A combination of ESPM bound messages and RIK bound messages cause the robot platform to switch between modes including a calibration mode, the mine detection mode, and the mine characterization mode.

Abstract: An apparatus, method, and medium for sensing a slip in a mobile robot is provided. The apparatus for sensing a slip in a mobile robot includes a driving motor control unit to control a driving motor that rotates a plurality of driving wheels of the mobile robot, a first rotation sensor to sense a first rotation angle of the mobile robot by using the difference between traveling distances of the plurality of driving wheels, a second rotation sensor to sense a second rotation angle of the mobile robot by sensing a rotation of the mobile robot, and a slip-sensing unit to sense the slip of the mobile robot by comparing the first rotation angle with the second rotation angle. The driving motor control unit controls the driving motor to travel straight in a specified pattern.

Abstract: There is provided a robot, which compensates for the angle of a joint, bent due to external force, using a redundant degree of freedom of the robot, and a method of controlling the same. The method includes sensing a bending angle of a joint due to external force or a torque applied to the joint, comparing the bending angle of the joint or the torque applied to the joint with an allowable safety reference value; and adjusting the bending angle of a higher-level joint of the joint using a redundant degree of freedom of the robot, when the bending angle or the torque reaches the allowable safety reference value, thereby compensating for the excessively bending angle of the joint and thus being capable of safely controlling the robot.

Abstract: A system and method for motion control of a humanoid robot are provided. The system includes a remote controller for recognizing three-dimensional image information including two-dimensional information and distance information of a user, determining first and second reference points on the basis of the three-dimensional image information, calculating variation in angle of a joint on the basis of three-dimensional coordinates of the first and second reference points, and transmitting a joint control signal through a wired/wireless network. The system also includes a robot for checking joint control data from the joint control signal received from the remote controller and varying an angle of the joint to move according to the user's motion.

Abstract: A robot includes an angular velocity sensor installed to a second horizontal arm and for obtaining the angular velocity of the first horizontal arm with respect to a base, and suppresses the vibration of the first horizontal arm by driving a first electric motor based on the angular velocity of the first horizontal arm. In the robot, an electric wire to be connected to a second electric motor incorporated in the second horizontal arm and electric wire to be connected to the angular velocity sensor are laid around through a wiring duct having end portions coupled respectively to the base and the second horizontal arm, disposed outside the first horizontal arm and outside the second horizontal arm, and having a passage leading to the inside of the base and the inside of the second horizontal arm.

Abstract: A robot includes a first horizontal arm coupled to a base, a second horizontal arm coupled to the base via the first horizontal arm, first and second motors adapted to rotate the respective arms, and first and second encoders adapted to calculate rotational angles and rotational velocities of the respective motors. A first motor control section subtracts first and second angular velocities based on the first and second encoders from a sensor angular velocity detected by an angular sensor, and controls the first motor so that a velocity measurement value obtained by adding a vibration velocity based on a vibration angular velocity as the subtraction result and a first rotational velocity becomes equal to a velocity command value.

Abstract: A semi-autonomous robot system (10) that includes scanning and scanned data manipulation that is utilized for controlling remote operation of a robot system within an operating environment.

Abstract: A robot safety system configured to protect humans in the vicinity of a working robot (1, 11, 21, 31) against harmful impacts by said robot (1, 11, 21, 31), said safety system comprising a sensor system (3, 13, 23) and a safety controller (4, 14, 24) configured to establish an impact risk profile of the robot (1, 11, 21, 31) and deliver an operating signal to a robot controller (2, 12, 22) based on said impact risk profile, wherein the safety controller (4, 14, 24) is configured to establish the impact risk profile based on stored data and input signals, and that the stored data and input signals comprise stored impact data, stored data related to the path of the robot (1, 11, 21, 31), and signals from the sensor system of events in the vicinity of the robot (1, 11, 21, 31), such as a detected human (P1, P11, P21, P22, P31, P32) in the vicinity of the robot (1, 11, 21, 31).

Abstract: Provided is a piezoelectric vibration type force sensor including a vibration body including a disk-shaped piezoelectric material and a pair of drive electrodes, for vibrating in a radial direction of the piezoelectric material when an AC voltage is applied to the pair of drive electrodes, a substrate to be brought into contact with a surface on one side of the vibration body, an elastic member that is disposed to be brought into contact with a surface on another side of the vibration body, and a holding member including a contact portion and a loose-fit portion that loosely fits in the hollow through hole. The holding member fixes the contact portion and the loose-fit portion to the substrate so that movements of the vibration body in a vibration direction and in a direction orthogonal to the vibration direction are restricted for positioning.

Abstract: A robot teach tool is provided that enables automatic teaching of pick and place positions for a robot. The automated robot teach tool obviates the need for manual operation of the robot during the teaching. The result is an automated process that is much faster, more accurate, more repeatable and less taxing on a robot operator.

Abstract: A detection device includes a first substrate having a plurality of force sensors disposed around respective reference points, and a second substrate on which is formed elastic protrusions whose centers of gravity are positioned in positions that overlap with respective reference points and that elastically deform due to the force in a state in which the tips of the elastic protrusions make contact with the first substrate. The second substrate is an elastic material having a predetermined elasticity.

Abstract: A method and system for handling a swing metal panel using a robot's drive axis servo motor feedback to eliminate the need for the sensors and breakaway devices is provided. Using the servo motor feedback for this function reduces cost and improves reliability. The method also applies the servo motor feedback to hold a panel in position and exchange the panel between robots during the painting or coating process.

Abstract: A cleaning robot including a roller unit, a sensing unit, a first control unit and a second control unit is disclosed. The roller unit includes a plurality of rollers. The sensing unit receives a reflection signal and generates a detection signal according to the reflection signal. When the detection signal is less than or equal to a reference signal, the first control unit controls the traveling direction of the rollers according to the detection signal such that a distance between the cleaning robot and a wall is equal to a first distance. When the detection signal is larger than the reference signal, the second control unit controls the traveling direction of the rollers according to the detection signal such that a distance between the cleaning robot and a wall is equal to a second distance larger then the first distance.

Abstract: A robot control system includes a signal transmission device and a robot. The signal transmission device has two signal transmission elements that substantially transmit a first signal along a first direction and a second signal along a second direction respectively. The first signal defines a first signal area, and the second signal defines a second signal area. The overlap portion of the first and second signals defines a confinement area. The robot includes a detecting module and a control module. The detecting module detects the confinement area by detecting the first signal and the second signal simultaneously. When the detecting module detects the confinement area, the control module controls the robot to change direction and then move for a distance. Besides, a robot control method applied to the robot control system is also disclosed.

Abstract: The dual arm robot includes a first arm including a first hand, a first visual sensor and a first force sensor, and a second arm including a second hand, a second visual sensor and a second force sensor, uses each visual sensor to detect positions of a lens barrel and a fixed barrel to hold and convey them to a central assembling area, uses the first visual sensor to measure a position of a flexible printed circuits to insert the flexible printed circuits into the fixed barrel, and uses outputs of the force sensors to fit and assemble the fixed barrel onto the lens barrel under force control. The dual arm robot converts a position coordinate of a workpiece detected by each visual sensor to a robot coordinate to calculate a trajectory of each hand and drive each arm, to thereby realize cooperative operation of the two arms.

Abstract: A system and method for positioning a mobile machine, such as a robot, using a tether line connected between two mobile machines. A first mobile machine, such as a boundary vehicle, is controlled to move along a path, such as a boundary defining an area. The first machine employs a localization device to determine and maintain its position on the path. A tether line is connected between the boundary vehicle and a second mobile machine, such as a roving vehicle. The first machine determines the position of the second machine relative to the first machine from a length of extension and angle of the tether line. The first machine controls movement of the second machine to perform a task or mission, such as a task performed in the area defined by the boundary.

Abstract: A mobile human interface robot that includes a base defining a vertical center axis and a forward drive direction and a holonomic drive system supported by the base. The drive system has first, second, and third driven drive wheels, each trilaterally spaced about the vertical center axis and having a drive direction perpendicular to a radial axis with respect to the vertical center axis. The robot further includes a controller in communication with the holonomic drive system, a torso supported above the base, and a touch sensor system in communication with the controller. The touch sensor system is responsive to human contact. The controller issues drive commands to the holonomic drive system based on a touch signal received from the touch sensor system.

Abstract: A method of operating a mobile robot to traverse a threshold includes detecting a threshold proximate the robot. The robot includes a holonomic drive system having first, second, and third drive elements configured to maneuver the robot omni-directionally. The method further includes moving the first drive element onto the threshold from a first side and moving the second drive element onto the threshold to place both the first and second drive elements on the threshold. The method includes moving the first drive element off a second side of the threshold, opposite to the first side of the threshold, and moving the third drive element onto the threshold, placing both the second and third drive elements on the threshold. The method includes moving both the second and third drive elements off the second side of the threshold.

Abstract: A method of object detection for a mobile robot includes emitting a speckle pattern of light onto a scene about the robot while maneuvering the robot across a work surface, receiving reflections of the emitted speckle pattern off surfaces of a target object in the scene, determining a distance of each reflecting surface of the target object, constructing a three-dimensional depth map of the target object, and classifying the target object.