Knowledge-aided Multi-Sensor Data Processing for Maritime Surveillance

نویسندگان

  • Giulia Battistello
  • Wolfgang Koch
چکیده

Maritime Situational Awareness (MSA) is founded on the collection and processing of information from heterogeneous sources, including radars, Navigation Aids (Vessel Traffic Monitoring and Information Systems, Automatic Identification System, Long Range Identification and Tracking System, etc), airbased and space-based monitoring services (Earth Observation), and recentlyconceived passive sensors for maritime surveillance (SIGINT, passive HF/VHF/X band radars). Several strategies for optimally fusing two or more of these information data flows have been proposed for MSA applications. However, the exploitation of context information – i.e. the so-called Knowledge Base – has not yet been thoroughly formulated. This paper provides a preliminary overview of the potential strategies for “knowledge-based” Maritime Multi-Sensor Data Fusion.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Maritime situational awareness using adaptive multi-sensor management under hazy conditions

This paper presents a multi-sensor architecture with an adaptive multi-sensor management system suitable for control and navigation of autonomous maritime vessels in hazy and poorvisibility conditions. This architecture resides in the autonomous maritime vessels. It augments the data from on-board imaging sensors and weather sensors with the AIS data and weather data from sensors on other vesse...

متن کامل

Data Fusion Architecture for Maritime Surveillance

Various multisensor data fusion architectures have been utilized to support the Maritime Surveillance (MS) in maritime tactical and strategic operations. The military tactical situation is mechanized through data fusion thus improving the quality of target tracking system. One of the major problems is that the surveillance area is generally large, hence making it difficult to arrive at a feasib...

متن کامل

Efficiency of Target Location Scenarios in the Multi-Transmitter Multi-Receiver Passive Radar

Multi-transmitter multi-receiver passive radar, which locates target in the surveillance area by the reflected signals of the available opportunistic transmitter from the target, is of interest in many applications. In this paper, we investigate different signal processing scenarios in multi-transmitter multi-receiver passive radar. These scenarios include decentralized processing of reference ...

متن کامل

Mass Processing of Sentinel-1 Images for Maritime Surveillance

The free, full and open data policy of the EU’s Copernicus programme has vastly increased the amount of remotely sensed data available to both operational and research activities. However, this huge amount of data calls for new ways of accessing and processing such “big data”. This paper focuses on the use of Copernicus’s Sentinel-1 radar satellite for maritime surveillance. It presents a study...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010