Persistent Link:
http://hdl.handle.net/10150/607018
Title:
Bias and Spread in EVT Performance Tests
Author:
Smith, Joel G.
Affiliation:
California Institute of Technology
Issue Date:
1971-09
Rights:
Copyright © International Foundation for Telemetering
Collection Information:
Proceedings from the International Telemetering Conference are made available by the International Foundation for Telemetering and the University of Arizona Libraries. Visit http://www.telemetry.org/index.php/contact-us if you have questions about items in this collection.
Publisher:
International Foundation for Telemetering
Journal:
International Telemetering Conference Proceedings
Abstract:
Performance tests (measurements of probability of error) of communication systems characterized by low bit rates and high reliability requirements frequently utilize classical extreme value theory(EVT) to avoid the excessive test times required by bit error rate (BER) tests. If the underlying noise is gaussian or perturbed-gaussian, the EVT error estimates have either excessive bias or excessive variance if an insufficient number of test samples is used. EVT is examined to explain the cause of this bias and spread; experimental verification is made by testing a known gaussian source, and procedures that minimize these effects are described. Even under these conditions, EVT test results are not particularly better than those of BER.
Sponsors:
International Foundation for Telemetering
ISSN:
0884-5123; 0074-9079
Additional Links:
http://www.telemetry.org/

Full metadata record

DC FieldValue Language
dc.language.isoen_USen
dc.titleBias and Spread in EVT Performance Testsen_US
dc.contributor.authorSmith, Joel G.en
dc.contributor.departmentCalifornia Institute of Technologyen
dc.date.issued1971-09en
dc.rightsCopyright © International Foundation for Telemeteringen
dc.description.collectioninformationProceedings from the International Telemetering Conference are made available by the International Foundation for Telemetering and the University of Arizona Libraries. Visit http://www.telemetry.org/index.php/contact-us if you have questions about items in this collection.en
dc.publisherInternational Foundation for Telemeteringen
dc.description.abstractPerformance tests (measurements of probability of error) of communication systems characterized by low bit rates and high reliability requirements frequently utilize classical extreme value theory(EVT) to avoid the excessive test times required by bit error rate (BER) tests. If the underlying noise is gaussian or perturbed-gaussian, the EVT error estimates have either excessive bias or excessive variance if an insufficient number of test samples is used. EVT is examined to explain the cause of this bias and spread; experimental verification is made by testing a known gaussian source, and procedures that minimize these effects are described. Even under these conditions, EVT test results are not particularly better than those of BER.en
dc.description.sponsorshipInternational Foundation for Telemeteringen
dc.identifier.issn0884-5123en
dc.identifier.issn0074-9079en
dc.identifier.urihttp://hdl.handle.net/10150/607018en
dc.identifier.journalInternational Telemetering Conference Proceedingsen
dc.typetexten
dc.typeProceedingsen
dc.relation.urlhttp://www.telemetry.org/en
All Items in UA Campus Repository are protected by copyright, with all rights reserved, unless otherwise indicated.