Performance optimization of multiple interconnected heterogeneous sensor networks via collaborative information sharing

被引:3
|
作者
Pal, Sougata [1 ]
Oechsner, Simon [1 ]
Bellalta, Boris [1 ]
Oliver, Miquel [1 ]
机构
[1] Univ Pompeu Fabra, Dept Informat & Commun Technol, Barcelona, Spain
关键词
Interconnecting Wireless Sensor Networks; performance optimization; P2P overlay; collaborative information sharing;
D O I
10.3233/AIS-130218
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Interconnecting multiple sensor networks is a relatively new research field which has emerged in the Wireless Sensor Network domain. Wireless Sensor Networks (WSNs) have typically been seen as logically separate, and few works have considered interconnection and interaction between them. Interconnecting multiple heterogeneous sensor networks therefore opens up a new field besides more traditional research on, e.g., routing, self organization, or MAC layer development. Up to now, some approaches have been proposed for interconnecting multiple sensor networks with goals like information sharing or monitoring multiple sensor networks. In this paper, we propose to utilize inter-WSN communication to enable Collaborative Performance Optimization, i.e., our approach aims to optimize the performance of individual WSNs by taking into account measured information from others. The parameters to be optimized are energy consumption on the one hand and sensing quality on the other.
引用
收藏
页码:403 / 413
页数:11
相关论文
共 50 条
  • [1] Deploying multiple interconnected gateways in heterogeneous wireless sensor networks: An optimization approach
    Capone, Antonio
    Cesana, Matteo
    De Donno, Danilo
    Filippini, Ilario
    COMPUTER COMMUNICATIONS, 2010, 33 (10) : 1151 - 1161
  • [2] Optimal Placement of Multiple Interconnected Gateways in Heterogeneous Wireless Sensor Networks
    Capone, Antonio
    Cesana, Matteo
    De Donno, Danilo
    Filippini, Ilario
    NETWORKING 2009, 2009, 5550 : 442 - 455
  • [3] INFORMATION DIFFUSION IN INTERCONNECTED HETEROGENEOUS NETWORKS
    Mahdizadehaghdam, Shahin
    Wang, Han
    Krim, Hamid
    Dai, Liyi
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 3759 - 3763
  • [4] COLLABORATIVE PROCESSING OF ACOUSTIC AND MAGNETIC DATA VIA HETEROGENEOUS SENSOR NETWORKS
    Liu, Lei
    Chen, Yongqiang
    Zhan, Jin
    Zhu, Minhui
    2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, : 695 - 698
  • [5] Collaborative Sensing for Heterogeneous Sensor Networks
    Xiao, Kejiang
    Wang, Rui
    Cai, Cai
    Zeng, Shaohua
    Mahmood, Zahid
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2016, 32 (04) : 947 - 968
  • [6] Collaborative sensing for heterogeneous sensor networks
    Wang, Rui (wangrui@ustb.edu.cn), 1600, Institute of Information Science (32):
  • [7] Collaborative Spaces as Mediators for Information Sharing in Collaborative Networks
    Soares, Antonio Lucas
    Alves, Fabio
    COLLABORATIVE NETWORKS IN THE INTERNET OF SERVICES, 2012, 380 : 459 - 466
  • [8] Heterogeneous Information Sharing of Sensor Information in Contested Environments
    Wampler, Jason A.
    Hsieh, Chien
    Toth, Andrew
    Sheatsley, Ryan
    GROUND/AIR MULTISENSOR INTEROPERABILITY, INTEGRATION, AND NETWORKING FOR PERSISTENT ISR VIII, 2017, 10190
  • [9] Formation Flight of Multiple UAVs via Onboard Sensor Information Sharing
    Park, Chulwoo
    Cho, Namhoon
    Lee, Kyunghyun
    Kim, Youdan
    SENSORS, 2015, 15 (07): : 17397 - 17419
  • [10] Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks
    Han, Xiaotian
    Shi, Chuan
    Wang, Senzhang
    Yu, Philip S.
    Song, Li
    PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2018, : 3393 - 3399