A surveillance system includes a robot and an operator control unit (OCU) for controlling the robot. The robot includes a light-weight frame housing, wheels, motor compartments positioned within the light-weight frame housing, wheel motors positioned within the motor compartments and attached to the wheels, a camera for capturing surveillance images and an electronic controller that is electrically or wirelessly connected to the wheel motors and the camera and that is wirelessly connected to the OCU. The light-weight frame is made of light-weight foam that substantially surrounds, structurally supports and protects the robot wheel motors, camera and electronic controller from mechanical shock during intended use.