The number of sensors for space situational awareness is limited, while a large number of space objects are in the catalogue. To efficiently and flexibly use a limited number of sensors, we propose to use the consensus-based distributed sensor management (CSM) algorithm for space object tracking. With CSM, information exchange is only required between neighbors, which avoids the limitations in centralized sensor management algorithms. The auction algorithm is used to select tracking tasks and the consensus algorithm is used to achieve agreements between different sensors. Typical scenarios, which use multiple Electro-Optical (EO) sensors to track multiple objects, are used to demonstrate the effectiveness of the proposed consensus-based auction algorithm (CBAA) algorithm.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Consensus-based auction algorithm for distributed sensor management in space object tracking


    Contributors:
    Jia, Bin (author) / Pham, Khanh D. (author) / Blasch, Erik (author) / Shen, Dan (author) / Chen, Genshe (author)


    Publication date :

    2017-03-01


    Size :

    686954 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Consensus based Heuristic Algorithm for Distributed Sensor Management

    Neema, Kartavya / DeLaurentis, Daniel A. | AIAA | 2015


    Dual phase consensus algorithm for distributed sensor management

    Neema, Kartavya / Subramanian, Shreyas Vathul / Delaurentis, Daniel | IEEE | 2016


    Adaptive Consensus-Based Distributed Target Tracking in Sensor Networks

    Zhou, Xue / Zhang, Hao / Yan, Huaicheng | Springer Verlag | 2017


    Consensus Based Heuristic Algorithm for Distributed Sensor Management (AIAA 2015-0188)

    Neema, Kartavya / Delaurentis, Daniel A. | British Library Conference Proceedings | 2015