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Foundations of Data Fusion for Automation
Oleh:
Iyengar, S. S.
;
Sastry, S.
;
Balakrishnan, N.
Jenis:
Article from Bulletin/Magazine
Dalam koleksi:
IEEE Instrumentation & Measurement Magazine vol. 6 no. 4 (2003)
,
page 35-41.
Topik:
FOUNDATION
;
foundations
;
data fusion
;
automation
Ketersediaan
Perpustakaan Pusat (Semanggi)
Nomor Panggil:
II47.4
Non-tandon:
1 (dapat dipinjam: 0)
Tandon:
tidak ada
Lihat Detail Induk
Isi artikel
This article discusses about the developing paradigms of data for sensor -actuator networks that perform engineering tasks. We provide a new foundation for data fusion based on two concepts : a conceptual framework and the goal - seeking paradigm. The conceptual framework emphasizes the dominant structures in the system. The goal - seeking paradigm is a mechanism for representing system evolution that explicitly manages uncertainty. The goal -seeking formulation for data fusion helps to distinguish between subjective decisions that can be executed by computers. These notions are useful for critical tasks, such as security management in large - scale distributed systems. Investigations in this area, and further refinement of the goal - seeking formulation for instrumentation and measurement applications, are likely to future systems that facilitate holistic user decision making.
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