Combat Id – Combat Identification System
نویسندگان
چکیده
This paper will document the development of the Combat Identification (CombatID) System. The CombatID System was designed to create a platform agnostic payload that could be attached to any fielded Unmanned Ground Vehicle (UGV) to assist the Soldier in contingency basing operations. This paper will describe the approach taken to develop the system and provide a detailed description of the system, including sample results for individual modules. This paper will also provide insight on the evaluation of CombatID system’s performance. INTRODUCTION The Combat Identification (CombatID) System was designed to create a platform agnostic payload that could be attached to any fielded Unmanned Ground Vehicle (UGV) to assist the Soldier in contingency basing operations. First the robotic payload would need to meet the threshold requirement of reliable detection of Friendly Force and Foe personnel within a 60 meter radius, 180 degrees around the robot. We developed, tested and demonstrated a fully integrated hardware and software solution running on two robot systems and three additional Friendly Force entities. The proposed solution is designed to run through multiple classes of robot systems starting from Small UGV’s through large tactical or combat vehicles. Figure 1 shows the system installed on a TALON robot. The main components are: (1) the sensor head; (2) the RFFigure 1: CombatID system installed on a TALON robot. GPS unit and (3) on-board processing platform. The robot sensor system (1+2 in Figure 1) consists of a stereo camera, a MEMs IMU, a GPS receiver, an RF-ranging unit, and a dual-band mesh radio. All processing is done on-board on a small form-factor COTS computer (3) equipped with a lowpower GPU card. Each of the friendly (blue-force) soldiers is provided with an identical RF-GPS unit consisting of a lightweight GPS receiver, an RF-ranging unit and a dualband mesh radio. This paper will describe the approach taken to develop the system and provide a detailed description of the system, including sample results for individual modules. This paper will also provide insight on the evaluation of CombatID system’s performance. SYSTEM DESCRIPTION The system implements a layered approach to localization, detection, communication and classification. The navigation module on each robot fuses stereo-vision-based visual odometry with readings from the IMU and any available GPS readings to produce a robust localization solution and maintain it even in GPS-denied environments. To further improve robustness, multiple robots equipped with this system can use RF ranging to improve their relative positions. This step is accomplished with a distributed Kalman filter architecture. Once the robot's geo-location has been established, the friend-foe tracking module integrates this information, along with positions of other robots, video-based detections, and readings from sensors worn by blue-force soldiers to establish identities of the blue-force entities. The soldierworn RF-GPS units broadcast their positions and range information to the robots over an ad-hoc wireless mesh that Report Documentation Page Form Approved
منابع مشابه
Multi-Hypothesis Structures, Taxonomies and Recognition of Tactical Elements for Combat Identification Fusion
One of the greatest difficulties in developing a fusion process is determining the type, quantity, and quality of the information provided. Even when this is accomplished, the utility (relationship) of the information is often difficult to establish. For the problem of combat identification (Combat ID or Combat ID) this is especially taxing. Often numerous sources provide information, but relat...
متن کاملDeveloping Human-Machine Interfaces to Support Appropriate Trust and Reliance on Automated Combat Identification Systems
This research tested the effects of system reliability information and interface features on human trust and reliance on individual combat ID systems. Experiment I showed that participants had difficulty in estimating the reliability of the ‘unknown’ feedback from these systems. Providing the reliability information led to appropriate reliance on that feedback. Experiment II showed that partici...
متن کاملA Comparative Analysis of Evidential Reasoning and Cumulative Scoring Algorithms in the Context of a Combat Identification Application
Within the discipline of Combat ID, as related to high performance fighters, a problem of significant proportion that arises is how to determine quickly and accurately a target’s ID. Various algorithms, many of which are proprietary, that address this problem have been developed over the last decade. But their robustness in handling a new and unforeseen target threat environment leaves much to ...
متن کاملRepresenting a Combat ID Analysis Tool within an Agent Based Constructive Simulation
This paper describes an approach for the development of a model of a complex set of human factors relationships relating to Combat Identification (Combat ID). These factors are incorporated within an experimental Agent Based Model (ABM), using an integrated approach to analysis and experimentation. The paper is based on ongoing work within the UK Defence Science and Technology Laboratory (Dstl)...
متن کاملFuzzy Model of Human’s Performance for Guarding a Territory in an Air Combat
This paper proposes a new method for a three dimensional fuzzy model of pilot's performance for guarding a territory with a short-distance between two aircraft in an air combat task with a gun. A third-order nonlinear point mass vehicle model is considered for an aircraft's flight dynamics. The desired value of the velocity, the flight path and the heading angles are obtained from some derived ...
متن کاملThe Identification of Iconic Aspect of Rostam in Miniatures of Combat between Rostam and Sohrab
Ferdowsi’s Shahnameh is one of the greatest epic poems in the world. The outstanding values of this poem have not been hidden from the painters of different periods and they have drawn illustrations for many stories of Shahnameh. The combat of Rostam and Sohrab has been one of the most interesting themes for these painters. Due to the existence of different layers of meaning in Shahnameh, Shahn...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2012