Title :
Advances in content transformation in heterogeneous tactical wireless networks
Author :
Chen, Ta ; Cichocki, Andrzej ; Eswaran, Sharanya ; Kaul, Vikram ; Lin, Yow-Jian ; Samtani, Sunil ; Shur, David ; Bowcock, Jeff
Author_Institution :
Appl. Res., Telcordia Technol., Inc., Piscataway, NJ, USA
Abstract :
Content transformation is a viable technique for managing information delivered to tactical MANET nodes interconnected via a quasi-static network (QSN), especially during the period when available bandwidth is limited due to mobility, terrain, weather, jamming, etc. In previous work, we proposed Heterogeneous Intelligent Filtering (HIF) in multi-domain heterogeneous networks, for intelligent active data filtering and transformation to match network capacity and end-user capability. The need for data filtering was determined solely based on network conditions, for example, bandwidth available to the destined MANET nodes at the time. In this work2, we report on enhancing HIF to automatically sense and take into consideration end-user intent and interests in data filtering. We illustrate how a speech-to-text engine can be used to deliver text in place of original speech, and save bandwidth usage, when a circumstance (e.g., a noisy environment) warrants such filtering. We also present several topic-of-interest- and location-based filtering features, and describe how one can combine them to create user intent filtering rules for selectively delivering and/or rerouting messages of interests in applications such as C2MINCS and XMPP-based Chat. We then describe additional HIF extensions and enhancements for deployment and operation support, including the use of HIF as a data dissemination service for individual applications, a distributed primary-backup HIF server mechanism for fault tolerance, and a policy management framework for managing the configuration of HIF components.
Keywords :
configuration management; fault tolerance; information dissemination; information filtering; internetworking; message passing; mobile ad hoc networks; text analysis; C2MINCS; HIF components; HIF extensions; QSN; XMPP-based Chat; bandwidth usage; configuration management; content transformation; data dissemination service; delivering messages; distributed primary-backup HIF server mechanism; end-user capability; fault tolerance; heterogeneous intelligent filtering; heterogeneous tactical wireless networks; information management; intelligent active data filtering; intelligent active data transformation; location-based filtering; multidomain heterogeneous networks; network capacity; operation support; policy management framework; quasi-static network; rerouting messages; speech-to-text engine; tactical MANET nodes; topic-of-interest-based filtering; user intent filtering rules; Ad hoc networks; Filtering; History; Logic gates; Mobile computing; Subscriptions; Visualization; filtering; intent sensing; multiple gateways; natural language processing content based routing; policy management;
Conference_Titel :
MILITARY COMMUNICATIONS CONFERENCE, 2011 - MILCOM 2011
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4673-0079-7
DOI :
10.1109/MILCOM.2011.6127532