NDLI: Signal estimation with binary-valued sensors

Content Provider	Springer Nature Link
Author	Wang, Leyi Yin, Gang George Li, Chanying Zheng, Weixing
Copyright Year	2010
Abstract	This paper introduces several algorithms for signal estimation using binary-valued output sensing. The main idea is derived from the empirical measure approach for quantized identification, which has been shown to be convergent and asymptotically efficient when the unknown parameters are constants. Signal estimation under binary-valued observations must take into consideration of time varying variables. Typical empirical measure based algorithms are modified with exponential weighting and threshold adaptation to accommodate time-varying natures of the signals. Without any information on signal generators, the authors establish estimation algorithms, interaction between noise reduction by averaging and signal tracking, convergence rates, and asymptotic efficiency. A threshold adaptation algorithm is introduced. Its convergence and convergence rates are analyzed by using the ODE method for stochastic approximation problems.
Starting Page	622
Ending Page	639
Page Count	18
File Format	PDF
ISSN	10096124
Journal	Journal of Systems Science and Complexity
Volume Number	23
Issue Number	3
e-ISSN	15597067
Language	English
Publisher	Springer-Verlag
Publisher Date	2010-07-06
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Identification signal estimation Statistics Statistical Physics, Dynamical Systems and Complexity Mathematics of Computing Operations Research/Decision Theory Systems Theory, Control
Content Type	Text
Resource Type	Article
Subject	Information Systems

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Adaptive tracking of a class of first-order systems with binary-valued observations and fixed thresholds

Boolean functions with four-valued Walsh spectra

Cooperative shift estimation of target trajectory using clustered sensors

Information identification in different networks with heterogeneous information sources

Two-valued response technique of polychotomous sensitive question

Reachability/controllability of high order mix-valued logical networks

Smooth estimation of ROC curve in the presence of auxiliary information

Complex systems in sports: Introduction to the special issue

Frequentist model averaging estimation: a review

Signal estimation with binary-valued sensors

Similar Documents

Adaptive tracking of a class of first-order systems with binary-valued observations and fixed thresholds

Boolean functions with four-valued Walsh spectra

Cooperative shift estimation of target trajectory using clustered sensors

Information identification in different networks with heterogeneous information sources

Two-valued response technique of polychotomous sensitive question

Reachability/controllability of high order mix-valued logical networks

Smooth estimation of ROC curve in the presence of auxiliary information

Complex systems in sports: Introduction to the special issue

Frequentist model averaging estimation: a review

Signal estimation with binary-valued sensors