Coverart for item
The Resource System identification using regular and quantized observations : applications of large deviations principles, Qi He, Le Yi Wang, G. George Yin, (electronic book)

System identification using regular and quantized observations : applications of large deviations principles, Qi He, Le Yi Wang, G. George Yin, (electronic book)

Label
System identification using regular and quantized observations : applications of large deviations principles
Title
System identification using regular and quantized observations
Title remainder
applications of large deviations principles
Statement of responsibility
Qi He, Le Yi Wang, G. George Yin
Creator
Contributor
Subject
Language
eng
Summary
This brief presents characterizations of identification errors under a probabilistic framework when output sensors are binary, quantized, or regular. By considering both space complexity in terms of signal quantization and time complexity with respect to data window sizes, this study provides a new perspective to understand the fundamental relationship between probabilistic errors and resources, which may represent data sizes in computer usage, computational complexity in algorithms, sample sizes in statistical analysis and channel bandwidths in communications
Member of
Cataloging source
EBLCP
http://library.link/vocab/creatorName
He, Qi
Dewey number
  • 003/.1
  • 537.2446
Index
no index present
LC call number
  • QA402
  • QC595.5
LC item number
.H4 2013
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1954-
http://library.link/vocab/relatedWorkOrContributorName
  • Wang, Le Yi
  • Yin, George
Series statement
SpringerBriefs in Mathematics
http://library.link/vocab/subjectName
  • System identification
  • Signal processing
  • Piezoelectric materials
  • Piezoelectricity
  • Pyroelectricity
Label
System identification using regular and quantized observations : applications of large deviations principles, Qi He, Le Yi Wang, G. George Yin, (electronic book)
Instantiates
Publication
Contents
  • Remarks and conclusion
  • Introduction and Overview
  • System Identification: Formulation
  • Large Deviations: An Introduction
  • LDP of System Identification under Independentand Identically Distributed Observation Noises
  • LDP of System Identification under Mixing Observation Noises
  • Applications to Battery Diagnosis
  • Applications to Medical Signal Processing
  • Applications to Electric Machines
Control code
SPR828302604
Dimensions
unknown
Extent
1 online resource (99 p.)
Form of item
online
Isbn
9781461462927
Reproduction note
Electronic resource.
Specific material designation
remote
Label
System identification using regular and quantized observations : applications of large deviations principles, Qi He, Le Yi Wang, G. George Yin, (electronic book)
Publication
Contents
  • Remarks and conclusion
  • Introduction and Overview
  • System Identification: Formulation
  • Large Deviations: An Introduction
  • LDP of System Identification under Independentand Identically Distributed Observation Noises
  • LDP of System Identification under Mixing Observation Noises
  • Applications to Battery Diagnosis
  • Applications to Medical Signal Processing
  • Applications to Electric Machines
Control code
SPR828302604
Dimensions
unknown
Extent
1 online resource (99 p.)
Form of item
online
Isbn
9781461462927
Reproduction note
Electronic resource.
Specific material designation
remote

Library Locations

Processing Feedback ...