NDLI: Analysis of RBF cascade network for sparse signal recovery and application in telemetry

Content Provider	IEEE Xplore Digital Library
Author	Vivekanand, V. Vidya, L.
Copyright Year	2014
Description	Author affiliation: Vikram Sarabhai Space Centre, ISRO, Thiruvananthapuram, India (Vivekanand, V.; Vidya, L.)
Abstract	Analysis of cascade network consisting of RBF nodes and least square error minimization block for compressed sensing recovery of sparse signals is presented in this paper. The proposed algorithm radial basis function cascade network for sparse signal recovery uses the $L_{0}$ norm optimization, $L_{2}$ least square method and feedback network model to improve the signal recovery performance and computational time over the existing ANN based and SL0 algorithms. The recovery of spike and pulse current measurement from simulated compressed sensed data for Telemetry application is demonstrated using the new algorithm. The Simulink model for compressed sensing data acquisition process, sparse signal recovery results and algorithm performance evaluation are presented.
Starting Page	1
Ending Page	6
File Size	375153
Page Count	6
File Format	PDF
e-ISBN	9781479946655
DOI	10.1109/SPCOM.2014.6983938
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-07-22
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis ANN CS measurement Noise Artificial neural networks Compressed Sensing RASR Minimization Noise measurement Telemetry Convergence RBF Approximation algorithms
Content Type	Text
Resource Type	Article

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