Bayesian Methods in the Search for MH370 / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams.
This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, env...
Saved in:
Superior document: | SpringerBriefs in Signal Processing, |
---|---|
VerfasserIn: | |
Place / Publishing House: | Singapore : : Springer Singapore :, Imprint: Springer,, 2016. |
Year of Publication: | 2016 |
Edition: | 1st ed. 2016. |
Language: | English |
Series: | SpringerBriefs in Signal Processing,
|
Physical Description: | 1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.) |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
993581422104498 |
---|---|
ctrlnum |
(CKB)3710000000765108 (DE-He213)978-981-10-0379-0 (MiAaPQ)EBC5555630 (Au-PeEL)EBL5555630 (OCoLC)1059413911 (PPN)194515788 (EXLCZ)993710000000765108 |
collection |
bib_alma |
record_format |
marc |
spelling |
Davey, Sam. author. aut http://id.loc.gov/vocabulary/relators/aut Bayesian Methods in the Search for MH370 [electronic resource] / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams. 1st ed. 2016. Singapore : Springer Singapore : Imprint: Springer, 2016. 1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.) text txt rdacontent computer c rdamedia online resource cr rdacarrier SpringerBriefs in Signal Processing, 2196-4076 Open access Unrestricted online access star Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions. This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircraft’s previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution. Description based on publisher supplied metadata and other sources. Signal processing. Image processing. Speech processing systems. Statistics . Probabilities. Mathematical statistics. Signal, Image and Speech Processing. https://scigraph.springernature.com/ontologies/product-market-codes/T24051 Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/S17020 Probability Theory and Stochastic Processes. https://scigraph.springernature.com/ontologies/product-market-codes/M27004 Probability and Statistics in Computer Science. https://scigraph.springernature.com/ontologies/product-market-codes/I17036 981-10-0378-5 Gordon, Neil. author. aut http://id.loc.gov/vocabulary/relators/aut Holland, Ian. author. aut http://id.loc.gov/vocabulary/relators/aut Rutten, Mark. author. aut http://id.loc.gov/vocabulary/relators/aut Williams, Jason. author. aut http://id.loc.gov/vocabulary/relators/aut |
language |
English |
format |
Electronic eBook |
author |
Davey, Sam. Davey, Sam. Gordon, Neil. Holland, Ian. Rutten, Mark. Williams, Jason. |
spellingShingle |
Davey, Sam. Davey, Sam. Gordon, Neil. Holland, Ian. Rutten, Mark. Williams, Jason. Bayesian Methods in the Search for MH370 SpringerBriefs in Signal Processing, Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions. |
author_facet |
Davey, Sam. Davey, Sam. Gordon, Neil. Holland, Ian. Rutten, Mark. Williams, Jason. Gordon, Neil. Gordon, Neil. Holland, Ian. Holland, Ian. Rutten, Mark. Rutten, Mark. Williams, Jason. Williams, Jason. |
author_variant |
s d sd s d sd n g ng i h ih m r mr j w jw |
author_role |
VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn |
author2 |
Gordon, Neil. Gordon, Neil. Holland, Ian. Holland, Ian. Rutten, Mark. Rutten, Mark. Williams, Jason. Williams, Jason. |
author2_variant |
n g ng i h ih m r mr j w jw |
author2_role |
VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn VerfasserIn |
author_sort |
Davey, Sam. |
title |
Bayesian Methods in the Search for MH370 |
title_full |
Bayesian Methods in the Search for MH370 [electronic resource] / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams. |
title_fullStr |
Bayesian Methods in the Search for MH370 [electronic resource] / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams. |
title_full_unstemmed |
Bayesian Methods in the Search for MH370 [electronic resource] / by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams. |
title_auth |
Bayesian Methods in the Search for MH370 |
title_new |
Bayesian Methods in the Search for MH370 |
title_sort |
bayesian methods in the search for mh370 |
series |
SpringerBriefs in Signal Processing, |
series2 |
SpringerBriefs in Signal Processing, |
publisher |
Springer Singapore : Imprint: Springer, |
publishDate |
2016 |
physical |
1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.) |
edition |
1st ed. 2016. |
contents |
Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions. |
isbn |
981-10-0379-3 981-10-0378-5 |
issn |
2196-4076 |
callnumber-first |
T - Technology |
callnumber-subject |
TK - Electrical and Nuclear Engineering |
callnumber-label |
TK5102 |
callnumber-sort |
TK 45102.9 |
illustrated |
Not Illustrated |
dewey-hundreds |
600 - Technology |
dewey-tens |
620 - Engineering |
dewey-ones |
621 - Applied physics |
dewey-full |
621.382 |
dewey-sort |
3621.382 |
dewey-raw |
621.382 |
dewey-search |
621.382 |
oclc_num |
1059413911 |
work_keys_str_mv |
AT daveysam bayesianmethodsinthesearchformh370 AT gordonneil bayesianmethodsinthesearchformh370 AT hollandian bayesianmethodsinthesearchformh370 AT ruttenmark bayesianmethodsinthesearchformh370 AT williamsjason bayesianmethodsinthesearchformh370 |
status_str |
n |
ids_txt_mv |
(CKB)3710000000765108 (DE-He213)978-981-10-0379-0 (MiAaPQ)EBC5555630 (Au-PeEL)EBL5555630 (OCoLC)1059413911 (PPN)194515788 (EXLCZ)993710000000765108 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
SpringerBriefs in Signal Processing, |
is_hierarchy_title |
Bayesian Methods in the Search for MH370 |
container_title |
SpringerBriefs in Signal Processing, |
author2_original_writing_str_mv |
noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField |
_version_ |
1797890513084350465 |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03959nam a22006495i 4500</leader><controlfield tag="001">993581422104498</controlfield><controlfield tag="005">20240430200304.0</controlfield><controlfield tag="006">m o d | </controlfield><controlfield tag="007">cr#nn#008mamaa</controlfield><controlfield tag="008">160715s2016 si | o |||| 0|eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">981-10-0379-3</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-981-10-0379-0</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)3710000000765108</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-He213)978-981-10-0379-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(MiAaPQ)EBC5555630</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(Au-PeEL)EBL5555630</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1059413911</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(PPN)194515788</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)993710000000765108</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">MiAaPQ</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="e">pn</subfield><subfield code="c">MiAaPQ</subfield><subfield code="d">MiAaPQ</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">TK5102.9</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">TA1637-1638</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">TK7882.S65</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">TTBM</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">UYS</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">TEC008000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM073000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">621.382</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Davey, Sam.</subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Bayesian Methods in the Search for MH370</subfield><subfield code="h">[electronic resource] /</subfield><subfield code="c">by Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams.</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1st ed. 2016.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Singapore :</subfield><subfield code="b">Springer Singapore :</subfield><subfield code="b">Imprint: Springer,</subfield><subfield code="c">2016.</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (XVI, 114 p. 51 illus., 2 illus. in color.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">SpringerBriefs in Signal Processing,</subfield><subfield code="x">2196-4076</subfield></datafield><datafield tag="506" ind1=" " ind2=" "><subfield code="a">Open access</subfield><subfield code="f">Unrestricted online access</subfield><subfield code="2">star</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Introduction -- Factual Description of Accident and Available Information -- Bayesian Approach -- Inmarsat Satellite Communication System -- Aircraft Cruise Dynamics -- Aircraft Maneuver Dynamics -- Particle Filter Implementations -- Validation Experiments -- Application to MH370 Accident -- Incorporating Search Data -- Conclusions.</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircraft’s previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution.</subfield></datafield><datafield tag="588" ind1=" " ind2=" "><subfield code="a">Description based on publisher supplied metadata and other sources.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Signal processing.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Image processing.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Speech processing systems.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Statistics .</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Probabilities.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Mathematical statistics.</subfield></datafield><datafield tag="650" ind1="1" ind2="4"><subfield code="a">Signal, Image and Speech Processing.</subfield><subfield code="0">https://scigraph.springernature.com/ontologies/product-market-codes/T24051</subfield></datafield><datafield tag="650" ind1="2" ind2="4"><subfield code="a">Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.</subfield><subfield code="0">https://scigraph.springernature.com/ontologies/product-market-codes/S17020</subfield></datafield><datafield tag="650" ind1="2" ind2="4"><subfield code="a">Probability Theory and Stochastic Processes.</subfield><subfield code="0">https://scigraph.springernature.com/ontologies/product-market-codes/M27004</subfield></datafield><datafield tag="650" ind1="2" ind2="4"><subfield code="a">Probability and Statistics in Computer Science.</subfield><subfield code="0">https://scigraph.springernature.com/ontologies/product-market-codes/I17036</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">981-10-0378-5</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Gordon, Neil.</subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Holland, Ian.</subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Rutten, Mark.</subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Williams, Jason.</subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">SpringerBriefs in Signal Processing,</subfield><subfield code="x">2196-4076</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2024-05-01 21:50:43 Europe/Vienna</subfield><subfield code="d">00</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2016-08-13 16:41:26 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5338542710004498&Force_direct=true</subfield><subfield code="Z">5338542710004498</subfield><subfield code="b">Available</subfield><subfield code="8">5338542710004498</subfield></datafield></record></collection> |