{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/81296"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/81296","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"Statistical Methods of Bit Error Rate Estimation in Optical Communication Systems","abstract":"This thesis describes two methods of bit error rate (BER) estimation based on statistical techniques. The first method examines the correlation between the BER and electrical characteristics of an optical receiver circuit. Low correlation is found between the receiver performance and the electrical characteristics. This may be caused by a high variability in the quality of the optical portion of the receiver as compared to the electrical portion. In the second method of BER estimation, a preselected analytic function was fit to samples of a signal and this function was used to calculate the probability of error of this signal. The analytic function modeled noise contributions from thermal and modal noise sources. Modal noise, caused by the interference of fiber modes at a surface, is modeled by a gamma distribution when a large number of modes are excited in the fiber. However, if a small number of modes are excited, the gamma distribution does not describe the observed noise distribution. A numerical model is presented which describes the noise distribution in this restricted mode-launch case. This represents the first time noise measurements of restricted mode-launch fiber optic links have been presented.","abstract_html":"This thesis describes two methods of bit error rate (BER) estimation based on statistical techniques. The first method examines the correlation between the BER and electrical characteristics of an optical receiver circuit. Low correlation is found between the receiver performance and the electrical characteristics. This may be caused by a high variability in the quality of the optical portion of the receiver as compared to the electrical portion. In the second method of BER estimation, a preselected analytic function was fit to samples of a signal and this function was used to calculate the probability of error of this signal. The analytic function modeled noise contributions from thermal and modal noise sources. Modal noise, caused by the interference of fiber modes at a surface, is modeled by a gamma distribution when a large number of modes are excited in the fiber. However, if a small number of modes are excited, the gamma distribution does not describe the observed noise distribution. A numerical model is presented which describes the noise distribution in this restricted mode-launch case. This represents the first time noise measurements of restricted mode-launch fiber optic links have been presented.","abstract_has_math":false,"creators":["Murphy, George Matthew"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"Ph.D.","degree_level":"Dissertation","degree_discipline":"Electrical Engineering","degree_department":null,"school":null,"contributors":["George C. Papen"],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2015,"date_issued":"2015-09-25T20:10:25Z","date_published":"2015-09-25T20:10:25Z","updated_at":"2026-07-22T22:26:15Z","subjects":["Statistics"],"languages":["eng"],"rights":[],"rights_urls":[],"identifier_entries":[{"key":"dc:identifier","label":"Identifier","values":["(MiAaPQ)AAI9944944"],"render_values":[{"text":"(MiAaPQ)AAI9944944","href":null,"code":true}]}]},"links":{"outbound_url":"http://hdl.handle.net/2142/81296","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["George C. Papen"]},{"key":"dc:creator","label":"Author","values":["Murphy, George Matthew"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2015-09-25T20:10:25Z","10000-01-01","1999"]},{"key":"dc:type","label":"Dc Type","values":["text"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Electrical Engineering"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Dissertation"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Ph.D."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Statistics"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["eng"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/81296","(MiAaPQ)AAI9944944"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["This thesis describes two methods of bit error rate (BER) estimation based on statistical techniques. The first method examines the correlation between the BER and electrical characteristics of an optical receiver circuit. Low correlation is found between the receiver performance and the electrical characteristics. This may be caused by a high variability in the quality of the optical portion of the receiver as compared to the electrical portion. In the second method of BER estimation, a preselected analytic function was fit to samples of a signal and this function was used to calculate the probability of error of this signal. The analytic function modeled noise contributions from thermal and modal noise sources. Modal noise, caused by the interference of fiber modes at a surface, is modeled by a gamma distribution when a large number of modes are excited in the fiber. However, if a small number of modes are excited, the gamma distribution does not describe the observed noise distribution. A numerical model is presented which describes the noise distribution in this restricted mode-launch case. This represents the first time noise measurements of restricted mode-launch fiber optic links have been presented.","Made available in DSpace on 2015-09-25T20:10:25Z (GMT). No. of bitstreams: 2 license.txt: 4848 bytes, checksum: 96035ab3f5e1c23cc7138a224ce498bd (MD5) 9944944.pdf: 3963643 bytes, checksum: 0ee19b920a8238a12b09032a4b56f512 (MD5) Previous issue date: 1999","Embargo set by: Seth Robbins for item 82577 Lift date: Forever Reason: Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs","Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs","U of I Only","103 p.","Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 1999."]},{"key":"dc:title","label":"Title","values":["Statistical Methods of Bit Error Rate Estimation in Optical Communication Systems"]}]}],"canonical_facts":{"dc:contributor":["George C. Papen"],"dc:creator":["Murphy, George Matthew"],"dc:date":["2015-09-25T20:10:25Z","10000-01-01","1999"],"dc:description":["This thesis describes two methods of bit error rate (BER) estimation based on statistical techniques. The first method examines the correlation between the BER and electrical characteristics of an optical receiver circuit. Low correlation is found between the receiver performance and the electrical characteristics. This may be caused by a high variability in the quality of the optical portion of the receiver as compared to the electrical portion. In the second method of BER estimation, a preselected analytic function was fit to samples of a signal and this function was used to calculate the probability of error of this signal. The analytic function modeled noise contributions from thermal and modal noise sources. Modal noise, caused by the interference of fiber modes at a surface, is modeled by a gamma distribution when a large number of modes are excited in the fiber. However, if a small number of modes are excited, the gamma distribution does not describe the observed noise distribution. A numerical model is presented which describes the noise distribution in this restricted mode-launch case. This represents the first time noise measurements of restricted mode-launch fiber optic links have been presented.","Made available in DSpace on 2015-09-25T20:10:25Z (GMT). No. of bitstreams: 2 license.txt: 4848 bytes, checksum: 96035ab3f5e1c23cc7138a224ce498bd (MD5) 9944944.pdf: 3963643 bytes, checksum: 0ee19b920a8238a12b09032a4b56f512 (MD5) Previous issue date: 1999","Embargo set by: Seth Robbins for item 82577 Lift date: Forever Reason: Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs","Restricted to the U of I community idenfinitely during batch ingest of legacy ETDs","U of I Only","103 p.","Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 1999."],"dc:identifier":["http://hdl.handle.net/2142/81296","(MiAaPQ)AAI9944944"],"dc:language":["eng"],"dc:subject":["Statistics"],"dc:title":["Statistical Methods of Bit Error Rate Estimation in Optical Communication Systems"],"dc:type":["text"],"thesis:degree_discipline":["Electrical Engineering"],"thesis:degree_level":["Dissertation"],"thesis:degree_name":["Ph.D."],"thesis:institution_name":["University of Illinois at Urbana-Champaign"]},"updated_at":"2026-07-22T22:26:15Z"}