Information Fusion Management
نویسنده
چکیده
Subsequent revisions to the Joint-Directors of Lab (JDL) model emphasize the differentiation between fusion (estimation) and sensor management (control). Two diverging groups include one pressing for fusion automation (JDL revisions) and one advocating the role of the user (User-Fusion model). The center of debate is real-world delivery of fusion systems which requires presenting fusion results for knowledge representation (fusion estimation) and knowledge reasoning (control management). The purpose of the paper is to highlight the need of Users, with individual differences, facilitated by knowledge representations to reason about user situational awareness (SA). This paper includes: (1) Addressing the user in system management / control (2) Assessing information quality (metrics) to support SA (3) Evaluating Fusion systems to deliver user info needs, (4) Planning knowledge delivery for dynamic updating (5) Designing SA interfaces to support user reasoning
منابع مشابه
Evaluating of the results of long fusion surgery in patients with degenerative lumbar scoliosis
Background: Degenerative scoliosis most commonly affects the lumbar spine in the elderly, resulting in facet and disc degeneration, leading to increased pain and progressive deformity. Due to the importance of the results of long fusion and the rate of coronary and sagittal correction of imbalance in patients with degenerative scoliosis, the present study was performed to evaluate the results o...
متن کاملEvaluating the Contribution of Uncertainty Management to a Fusion System
Evaluating the Contribution of Uncertainty Management to a Fusion System Report Title By its very nature, fusion requires managing uncertainty. While uncertainty management is built into many standard low-level fusion algorithms, and the importance of uncertainty management is widely recognized at all levels of the JDL hierarchy, there is less commonality of approaches to uncertainty management...
متن کاملFUSION FRAMES IN HILBERT SPACES
Fusion frames are an extension to frames that provide a framework for applications and providing efficient and robust information processing algorithms. In this article we study the erasure of subspaces of a fusion frame.
متن کاملApplication of Stochastic Optimal Control, Game Theory and Information Fusion for Cyber Defense Modelling
The present paper addresses an effective cyber defense model by applying information fusion based game theoretical approaches. In the present paper, we are trying to improve previous models by applying stochastic optimal control and robust optimization techniques. Jump processes are applied to model different and complex situations in cyber games. Applying jump processes we propose some m...
متن کاملLocalized sensor management for multi-target tracking in wireless sensor networks
For a multi-hop wireless sensor network, the limited sensing and communication resources give rise to distinct challenges to the task of tracking mobile targets, which is traditionally treated primarily from the data fusion perspective. This paper investigates the impact of sensor management on data fusion in a resource-limited network. A localized multi-sensor multi-target tracking framework i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2006