Advanced theory of signal detection: weak signal detection in generalized observations ; with 57 tables
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2002
|
| Schriftenreihe: | Signals and communication technology
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 395 S. graph. DArst. |
| ISBN: | 3540430644 |
Internformat
MARC
| LEADER | 00000nam a22000008c 4500 | ||
|---|---|---|---|
| 001 | BV014076911 | ||
| 003 | DE-604 | ||
| 005 | 20020823 | ||
| 007 | t | ||
| 008 | 020102s2002 gw d||| |||| 00||| eng d | ||
| 016 | 7 | |a 963457187 |2 DE-101 | |
| 020 | |a 3540430644 |9 3-540-43064-4 | ||
| 035 | |a (OCoLC)633460885 | ||
| 035 | |a (DE-599)BVBBV014076911 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c DE | ||
| 049 | |a DE-703 |a DE-573 |a DE-521 |a DE-634 | ||
| 050 | 0 | |a TK5102.5.S636 2002 | |
| 084 | |a ZN 6025 |0 (DE-625)157494: |2 rvk | ||
| 084 | |a 37 |2 sdnb | ||
| 084 | |a 27 |2 sdnb | ||
| 084 | |a 28 |2 sdnb | ||
| 084 | |a 15 |2 sdnb | ||
| 100 | 1 | |a Song, Ik-ho |d 1960- |e Verfasser |0 (DE-588)123438268 |4 aut | |
| 245 | 1 | 0 | |a Advanced theory of signal detection |b weak signal detection in generalized observations ; with 57 tables |c Iickho Song ; Jinsoo Bae ; Sun Yong Kim |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2002 | |
| 300 | |a XII, 395 S. |b graph. DArst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Signals and communication technology | |
| 650 | 4 | |a Signal detection | |
| 650 | 0 | 7 | |a Signaldetektion |0 (DE-588)4181266-9 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Signaldetektion |0 (DE-588)4181266-9 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Pae, Chin-su |d 1972- |e Verfasser |0 (DE-588)123438284 |4 aut | |
| 700 | 1 | |a Kim, Sun Yong |d 1968- |e Verfasser |0 (DE-588)123438292 |4 aut | |
| 856 | 4 | 2 | |m HEBIS Datenaustausch Darmstadt |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009641600&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-009641600 | ||
Datensatz im Suchindex
| _version_ | 1804128940456935424 |
|---|---|
| adam_text | IICKHO SONG * JINSOO BAE SUN YONG KIM ADVANCED THEORY OF SIGNAL
DETECTION WEAK SIGNAL DETECTION IN GENERALIZED OBSERVATIONS WITH 116
FIGURES AND 57 TABLES SPRINGER CONTENTS 1. PRELIMINARIES 1 1.1 AN
OVERVIEW 1 1.1.1 DETECTION OF DISCRETE-TIME SIGNALS 1 1.1.2 ORGANIZATION
OF THE BOOK 2 1.2 LOCALLY OPTIMUM DETECTION 4 1.2.1 BASIC CONCEPTS 4
1.2.2 METHODS IN PERFORMANCE COMPARISON 5 1.3 OBSERVATION MODELS 8 1.3.1
ADDITIVE NOISE MODEL 8 1.3.2 A GENERALIZED OBSERVATION MODEL 8 1.3.3
ASSUMPTIONS 10 1.4 REPARAMETRIZATION OF THE GENERALIZED OBSERVATION
MODEL 14 1.5 NOISE PROBABILITY DENSITY FUNCTIONS 17 1.5.1 GENERALIZED
GAUSSIAN DISTRIBUTION 17 1.5.2 GENERALIZED CAUCHY DISTRIBUTION 19 1.5.3
STUDENT S 2-DISTRIBUTION 21 1.5.4 LOGISTIC DISTRIBUTION 23 1.5.5
BIVARIATE GAUSSIAN DISTRIBUTION 24 1.5.6 BIVARIATE T-DISTRIBUTION 26 1.6
RANK STATISTICS AND SCORE FUNCTIONS 29 1.6.1 SIGN, ORDER, AND RANK
STATISTICS 29 1.6.2 SCORE FUNCTIONS 31 1.6.3 APPROXIMATIONS TO AND
ASYMPTOTIC AVERAGES OF SCORE FUNC- TIONS 32 1.7 SUMMARY 37 PROBLEMS 38
APPENDIX 1.1 VARIOUS EXPRESSIONS AND PROPERTIES OF SCORE FUNCTIONS .. 42
APPENDIX 1.2 SUMS AND WEIGHTED SUMS OF SCORE FUNCTIONS 45 X CONTENTS 2.
LOCALLY OPTIMUM DETECTION OF KNOWN SIGNALS 59 2.1 INTRODUCTION 59 2.2
DETECTION IN GENERALIZED OBSERVATIONS 60 2*2.1 LOCALLY OPTIMUM TEST
STATISTIC 60 2.2.2 OBSERVATIONS AND COMMENTS 62 2.2.3 EXAMPLES OF
LOCALLY OPTIMUM DETECTORS 64 2.3 PERFORMANCE OF THE LOCALLY OPTIMUM
DETECTORS 69 2.3.1 ASYMPTOTIC PERFORMANCE 69 2.3.2 FINITE SAMPLE-SIZE
PERFORMANCE 78 2.4 SUMMARY 79 PROBLEMS 81 3. LOCALLY OPTIMUM DETECTION
OF RANDOM SIGNALS ... 85 3.1 INTRODUCTION 85 3.2 LOCALLY OPTIMUM TEST
STATISTIC 87 3.2.1 TEST STATISTIC IN MULTIPLICATIVE NOISE 88 3.2.2 TEST
STATISTIC IN SIGNAL-DEPENDENT NOISE 91 3.2.3 EXAMPLES OF THE LOCALLY
OPTIMUM DETECTORS 94 3.3 PERFORMANCE OF THE LOCALLY OPTIMUM DETECTORS 97
3.3.1 ASYMPTOTIC PERFORMANCE CHARACTERISTICS 97 3.3.2 ASYMPTOTIC
RELATIVE EFFICIENCIES FOR SPECIFIC NOISE DISTRI- BUTIONS 99 3.3.3
ASYMPTOTIC RELATIVE EFFICIENCIES FOR THE ADDITIVE NOISE MODEL 104 3.3.4
FINITE SAMPLE-SIZE PERFORMANCE 107 3.4 SUMMARY 111 PROBLEMS 112
APPENDIX3.1 EFFICACIES OFRANDOM SIGNAL DETECTORS 114 4. LOCALLY OPTIMUM
DETECTION OF COMPOSITE SIGNALS 123 4.1 INTRODUCTION 123 4.2 COMPOSITE
SIGNAL DETECTION IN ADDITIVE NOISE 124 4.2.1 OBSERVATION MODEL 124 4.2.2
LOCALLY OPTIMUM TEST STATISTIC 125 4.2.3 STRUCTURES OF LOCALLY OPTIMUM
DETECTORS 127 4.2.4 EXAMPLES OF THE LOCALLY OPTIMUM DETECTORS 129 4.2.5
PERFORMANCE CHARACTERISTICS 131 4.3 COMPOSITE SIGNAL DETECTION IN
MULTIPLICATIVE NOISE 143 4.3.1 OBSERVATION MODEL 143 4.3.2 LOCALLY
OPTIMUM TEST STATISTIC 143 4.3.3 PERFORMANCE OF THE LOCALLY OPTIMUM
DETECTORS 145 4.4 COMPOSITE SIGNAL DETECTION IN SIGNAL-DEPENDENT NOISE
151 4.4.1 OBSERVATION MODEL 151 4.4.2 DETECTOR TEST STATISTIC AND
STRUCTURES 151 4.4.3 PERFORMANCE CHARACTERISTICS 156 CONTENTS XI 4.5
SUMMARY 164 PROBLEMS 165 APPENDIX 4.1 EFFICACIES IN ADDITIVE NOISE 167
APPENDIX 4.2 LOCALLY OPTIMUM TEST STATISTIC FOR COMPOSITE SIGNALS... 172
APPENDIX 4.3 APPLICATIONS OF L HOSPITAL S RULE 181 5. KNOWN SIGNAL
DETECTION WITH SIGNS AND RANKS 185 5.1 INTRODUCTION 185 5.2 LOCALLY
OPTIMUM RANK DETECTION OF KNOWN SIGNALS 187 5.2.1 DETECTION IN ADDITIVE
NOISE 187 5.2.2 DETECTION IN MULTIPLICATIVE NOISE 192 5.2.3 DETECTION IN
SIGNAL-DEPENDENT NOISE 195 5.2.4 EXAMPLES OF SCORE FUNCTIONS 200 5.3
MEDIAN-SHIFT SIGN DETECTION 204 5.3.1 TEST STATISTIC OF THE MEDIAN-SHIFT
SIGN DETECTOR 204 5.3.2 OPTIMUM MEDIAN-SHIFT VALUE 206 5.3.3 PERFORMANCE
CHARACTERISTICS 214 5.4 SUMMARY 222 PROBLEMS 223 APPENDIX 5.1 SCORE
FUNCTIONS FOR SOME SPECIFIC DISTRIBUTIONS 232 6. RANDOM SIGNAL DETECTION
WITH SIGNS AND RANKS ... . 239 6.1 INTRODUCTION 239 6.2 RANDOM SIGNAL
DETECTION IN ADDITIVE NOISE 240 6.2.1 LOCALLY OPTIMUM RANK TEST
STATISTIC 240 6.2.2 MULTIPLE INPUT AND TWO SAMPLE DETECTION 242 6.2.3
PERFORMANCE CHARACTERISTICS 245 6.3 RANDOM SIGNAL DETECTION IN
MULTIPLICATIVE AND SIGNAL-DEPENDENT NOISE 252 6.3.1 DETECTION IN
MULTIPLICATIVE NOISE 252 6.3.2 DETECTION IN SIGNAL-DEPENDENT NOISE 255
6.4 COMPOSITE SIGNAL DETECTION 259 6.4.1 DETECTION IN ADDITIVE NOISE 259
6.4.2 DETECTION IN MULTIPLICATIVE NOISE 261 6.4.3 DETECTION IN
SIGNAL-DEPENDENT NOISE 264 6.5 EXAMPLES OF SCORE FUNCTIONS 267 6.6
SUMMARY 274-- PROBLEMS 275 APPENDIX 6.1 DERIVATION OF THE TEST STATISTIC
279 APPENDIX 6.2 EFFICACIES OF DETECTORS 280 XII CONTENTS 7. SIGNAL
DETECTION IN WEAKLY-DEPENDENT NOISE 283 7.1 INTRODUCTION ..; 283 7.2
KNOWN SIGNAL DETECTION 285 7.2.1 DETECTION SCHEMES 285 7.2.2 ASYMPTOTIC
PERFORMANCE OF DETECTORS 290 7.2.3 EXAMPLES AND SIMULATION RESULTS 293
7.2.4 LOCALLY OPTIMUM RANK DETECTION 298 7.3 RANDOM SIGNAL DETECTION 300
7.3.1 OBSERVATION MODEL 300 7.3.2 LOCALLY OPTIMUM DETECTION 300 7.3.3
LOCALLY OPTIMUM RANK DETECTION 304 7.4 SUMMARY 310 PROBLEMS. 311 8.
SIGNAL DETECTION WITH FUZZY OBSERVATIONS 319 8.1 INTRODUCTION 319 8.2
FUZZY TEST AND SIGNAL DETECTION 321 8.2.1 PRELIMINARIES 321 8.2.2 FUZZY
DECISION CRITERIA 325 8.2.3 FUZZY GENERALIZED NEYMAN-PEARSON CRITERION
329 8.2.4 LOCALLY OPTIMUM FUZZY TEST 332 8.3 KNOWN SIGNAL DETECTION 334
8.3.1 PRELIMINARIES 334 8.3.2 DETECTION WITH FUZZY OBSERVATIONS 338
8.3.3 STATISTICAL ANALYSIS 342 8.3.4 PERFORMANCE OF DETECTORS AND
DISCUSSIONS 345 8.3.5 FUZZY SIGN DETECTOR 349 8.4 RANDOM SIGNAL
DETECTION 356 8.4.1 PRELIMINARIES 356 8.4.2 DETECTION WITH FUZZY
OBSERVATIONS 357 8.4.3 PERFORMANCE OF DETECTORS AND DISCUSSIONS 365 8.5
SUMMARY 369 PROBLEMS 370 APPENDIX 8.1 DERIVATION OF THE TEST STATISTIC
.. . 377 APPENDIX8.2 PROOF OF THEOREM 8.8 379 BIBLIOGRAPHY 383 INDEX 393
|
| any_adam_object | 1 |
| author | Song, Ik-ho 1960- Pae, Chin-su 1972- Kim, Sun Yong 1968- |
| author_GND | (DE-588)123438268 (DE-588)123438284 (DE-588)123438292 |
| author_facet | Song, Ik-ho 1960- Pae, Chin-su 1972- Kim, Sun Yong 1968- |
| author_role | aut aut aut |
| author_sort | Song, Ik-ho 1960- |
| author_variant | i h s ihs c s p csp s y k sy syk |
| building | Verbundindex |
| bvnumber | BV014076911 |
| callnumber-first | T - Technology |
| callnumber-label | TK5102 |
| callnumber-raw | TK5102.5.S636 2002 |
| callnumber-search | TK5102.5.S636 2002 |
| callnumber-sort | TK 45102.5 S636 42002 |
| callnumber-subject | TK - Electrical and Nuclear Engineering |
| classification_rvk | ZN 6025 |
| ctrlnum | (OCoLC)633460885 (DE-599)BVBBV014076911 |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01713nam a22004458c 4500</leader><controlfield tag="001">BV014076911</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20020823 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">020102s2002 gw d||| |||| 00||| eng d</controlfield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">963457187</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3540430644</subfield><subfield code="9">3-540-43064-4</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)633460885</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV014076911</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">DE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-703</subfield><subfield code="a">DE-573</subfield><subfield code="a">DE-521</subfield><subfield code="a">DE-634</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">TK5102.5.S636 2002</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ZN 6025</subfield><subfield code="0">(DE-625)157494:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">37</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">27</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">28</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">15</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Song, Ik-ho</subfield><subfield code="d">1960-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)123438268</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Advanced theory of signal detection</subfield><subfield code="b">weak signal detection in generalized observations ; with 57 tables</subfield><subfield code="c">Iickho Song ; Jinsoo Bae ; Sun Yong Kim</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2002</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XII, 395 S.</subfield><subfield code="b">graph. DArst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Signals and communication technology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Signal detection</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Signaldetektion</subfield><subfield code="0">(DE-588)4181266-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Signaldetektion</subfield><subfield code="0">(DE-588)4181266-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Pae, Chin-su</subfield><subfield code="d">1972-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)123438284</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Kim, Sun Yong</subfield><subfield code="d">1968-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)123438292</subfield><subfield code="4">aut</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HEBIS Datenaustausch Darmstadt</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009641600&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-009641600</subfield></datafield></record></collection> |
| id | DE-604.BV014076911 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:57:13Z |
| institution | BVB |
| isbn | 3540430644 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009641600 |
| oclc_num | 633460885 |
| open_access_boolean | |
| owner | DE-703 DE-573 DE-521 DE-634 |
| owner_facet | DE-703 DE-573 DE-521 DE-634 |
| physical | XII, 395 S. graph. DArst. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Springer |
| record_format | marc |
| series2 | Signals and communication technology |
| spelling | Song, Ik-ho 1960- Verfasser (DE-588)123438268 aut Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables Iickho Song ; Jinsoo Bae ; Sun Yong Kim Berlin [u.a.] Springer 2002 XII, 395 S. graph. DArst. txt rdacontent n rdamedia nc rdacarrier Signals and communication technology Signal detection Signaldetektion (DE-588)4181266-9 gnd rswk-swf Signaldetektion (DE-588)4181266-9 s DE-604 Pae, Chin-su 1972- Verfasser (DE-588)123438284 aut Kim, Sun Yong 1968- Verfasser (DE-588)123438292 aut HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009641600&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Song, Ik-ho 1960- Pae, Chin-su 1972- Kim, Sun Yong 1968- Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables Signal detection Signaldetektion (DE-588)4181266-9 gnd |
| subject_GND | (DE-588)4181266-9 |
| title | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables |
| title_auth | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables |
| title_exact_search | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables |
| title_full | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables Iickho Song ; Jinsoo Bae ; Sun Yong Kim |
| title_fullStr | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables Iickho Song ; Jinsoo Bae ; Sun Yong Kim |
| title_full_unstemmed | Advanced theory of signal detection weak signal detection in generalized observations ; with 57 tables Iickho Song ; Jinsoo Bae ; Sun Yong Kim |
| title_short | Advanced theory of signal detection |
| title_sort | advanced theory of signal detection weak signal detection in generalized observations with 57 tables |
| title_sub | weak signal detection in generalized observations ; with 57 tables |
| topic | Signal detection Signaldetektion (DE-588)4181266-9 gnd |
| topic_facet | Signal detection Signaldetektion |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009641600&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT songikho advancedtheoryofsignaldetectionweaksignaldetectioningeneralizedobservationswith57tables AT paechinsu advancedtheoryofsignaldetectionweaksignaldetectioningeneralizedobservationswith57tables AT kimsunyong advancedtheoryofsignaldetectionweaksignaldetectioningeneralizedobservationswith57tables |