Distributed sensor management and target tracking for unattended ground sensor networks

被引:2
|
作者
Bevington, JE [1 ]
机构
[1] Gen Dynam Adv Informat Syst, Bloomington, MN 55431 USA
关键词
sensor network; distributed tracking; sensor management; collaborative processing; unattended ground sensors;
D O I
10.1117/12.547579
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work investigates a distributed approach for fusion and sensor management in unattended sensor networks. The distributed approach not only improves robustness to node failure, but also reduces network communications load significantly over that of the more traditional non-managed centralized processing approach. Monte Carlo simulations show that bandwidth reductions of factors of two to three over that of traditional architectures are achievable, depending on such factors as radio communications range and node availability.
引用
收藏
页码:25 / 35
页数:11
相关论文
共 50 条
  • [1] Investigation of target tracking performance for unattended ground sensor networks employing Distributed Cluster Management
    Stelzig, Chad A.
    Essawy, Magdi A.
    Minor, Sharon
    [J]. MULTISENSOR, MULTISOURCE INFORMATIN FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2006, 2006, 6242
  • [2] Distributed cluster management techniques for unattended ground sensor networks
    Essawy, MA
    Stelzig, CA
    Bevington, JE
    Minor, S
    [J]. DEFENSE TRANSFORMATION AND NETWORK-CENTRIC SYSTEMS, 2005, 5820 : 190 - 201
  • [3] Self organization algorithm for unattended acoustic sensor networks in ground target tracking
    Walpola, Malaka
    Zhu, Hao
    Zhang, Jinsong
    [J]. 2007 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-9, 2007, : 2352 - +
  • [4] Ground target tracking and classification in an unattended wireless sensor network
    Pannetier, Benjamin
    Moras, Julien
    Dezert, Jean
    Canevet, Loic
    Cosson, Didier
    [J]. GROUND/AIR MULTISENSOR INTEROPERABILITY, INTEGRATION, AND NETWORKING FOR PERSISTENT ISR VI, 2015, 9464
  • [5] Self-organization of unattended wireless acoustic sensor networks for ground target tracking
    Zhang, Jinsong
    Walpola, Malaka
    Roelant, David
    Zhu, Hao
    Yen, Kang
    [J]. PERVASIVE AND MOBILE COMPUTING, 2009, 5 (02) : 148 - 164
  • [6] Efficient sensor management policies for distributed target tracking in multihop sensor networks
    Aeron, Shuchin
    Saligrama, Venkatesh
    Castanon, David A.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (06) : 2562 - 2574
  • [7] Distributed mobility management for target tracking in mobile sensor networks
    Zou, Yi
    Chakrabarty, Krishnendu
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2007, 6 (08) : 872 - 887
  • [8] Sensor deployment planning for Unattended Ground Sensor networks
    McKitterick, JB
    [J]. UNATTENDED/UNMANNED GROUND, OCEAN, AND AIR SENSOR TECHNOLOGIES AND APPLICATIONS VI, 2004, 5417 : 382 - 392
  • [9] Distributed target classification and tracking in sensor networks
    Brooks, RR
    Ramanathan, P
    Sayeed, AM
    [J]. PROCEEDINGS OF THE IEEE, 2003, 91 (08) : 1163 - 1171
  • [10] Distributed sensor activation algorithm for target tracking with binary sensor networks
    Jiming Chen
    Kejie Cao
    Keyong Li
    Youxian Sun
    [J]. Cluster Computing, 2011, 14 : 55 - 64