The motivation of this research is to exploit three attributes of increased unmanned vehicle use for intelligence, surveillance, and reconnaissance missions. These attributes are increased numbers of unmanned vehicles, on-board vision, and wireless communications. The research begins with the development of a cooperative navigation system based on the measurement of vehicle position relative to shared landmark position estimates. Each vehicle in the network locates landmarks using it's on-board vision system and transmits the data to all other system vehicles. After receiving data from the other vehicles, the system fuses the landmarks with on-board measurements using a federated filter architecture. Simulations of the cooperative system, with and without ranging, are compared to a non-cooperative simulation. The comparison is performed using four platform motion scenarios: stationary, linear, angular, and full motion. The simulation results demonstrate position error estimate improvements of 0.5 cm to 1 cm. Additionally, the stationary and linear motion scenarios demonstrate attitude observability difficulties eliminated by the introduction of angular motion.


    Access

    Access via TIB

    Check availability in my library


    Export, share and cite



    METHOD FOR VISION-AIDED NAVIGATION FOR UNMANNED VEHICLES

    DELMARCO STEPHEN P / TOM VICTOR T | European Patent Office | 2017

    Free access

    Method for vision-aided navigation for unmanned vehicles

    DELMARCO STEPHEN P / TOM VICTOR T | European Patent Office | 2019

    Free access

    Satellite and Vision-Aided Sensor Fusion for Cooperative Navigation of Unmanned Aircraft Swarms

    Vetrella, Amedeo Rodi / Fasano, Giancarmine / Accardo, Domenico | AIAA | 2017


    Direct feature correspondence in vision-aided inertial navigation for unmanned aerial vehicles

    Valles, Federico Paredes / Magree, Daniel P. / Johnson, Eric N. | IEEE | 2017


    Vision-aided terrain referenced navigation for unmanned aerial vehicles using ground features

    Lee, Dongjin / Kim, Youngjoo / Bang, Hyochoong | SAGE Publications | 2014