RU2008112196A - Способы предсказания пунктов назначения из частичных траекторий, применяющие способы моделирования открытого и замкнутого мира - Google Patents
Способы предсказания пунктов назначения из частичных траекторий, применяющие способы моделирования открытого и замкнутого мира Download PDFInfo
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/36—Input/output arrangements for on-board computers
- G01C21/3605—Destination input or retrieval
- G01C21/3617—Destination input or retrieval using user history, behaviour, conditions or preferences, e.g. predicted or inferred from previous use or current movement
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
- G08G1/0969—Systems involving transmission of navigation instructions to the vehicle having a display in the form of a map
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0968—Systems involving transmission of navigation instructions to the vehicle
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/024—Guidance services
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/20—Instruments for performing navigational calculations
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/24—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for cosmonautical navigation
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- General Physics & Mathematics (AREA)
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- Computer Networks & Wireless Communication (AREA)
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- General Health & Medical Sciences (AREA)
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- Navigation (AREA)
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- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
1. Система, которая облегчает определение одного или более пунктов назначения пользователя, содержащая ! компонент (102) интерфейса, который принимает входные данные; и ! компонент (104) оценки пункта назначения, который вероятностным образом предсказывает один или более пунктов назначения для передвижения на основе, по меньшей мере, одного из априорных данных и вероятности, основанной, по меньшей мере, частично, на принятых входных данных. ! 2. Система по п.1, в которой априорными данными являются априорные данные о персональных пунктах назначения, относящихся к набору предыдущих пунктов назначения пользователя. ! 3. Система по п.1, в которой априорными данными являются априорные данные о свойствах местности с вероятностью того, что ячейка является пунктом назначения, основанной на свойстве местности в ячейке. ! 4. Система по п.1, в которой вероятность является вероятностью эффективного движения, основанной на изменении во времени до прибытия в возможный пункт назначения, причем вероятность эффективного движения относится к вычисленной эффективности движения, связанной с набором возможных пунктов назначения, которые предоставляют сведения о конечном местоположении. ! 5. Система по п.1, в которой вероятность является вероятностью времени передвижения, основанной, по меньшей мере, частично на оцененном времени до возможного пункта назначения и на прошедшем времени передвижения. ! 6. Система по п.1, в которой компонент оценки пункта назначения использует правило Байеса, чтобы вероятностным образом предсказать один или более пунктов назначения. ! 7. Система по п.1, дополнительно содержащая компонент объединения, который ра�
Claims (20)
1. Система, которая облегчает определение одного или более пунктов назначения пользователя, содержащая
компонент (102) интерфейса, который принимает входные данные; и
компонент (104) оценки пункта назначения, который вероятностным образом предсказывает один или более пунктов назначения для передвижения на основе, по меньшей мере, одного из априорных данных и вероятности, основанной, по меньшей мере, частично, на принятых входных данных.
2. Система по п.1, в которой априорными данными являются априорные данные о персональных пунктах назначения, относящихся к набору предыдущих пунктов назначения пользователя.
3. Система по п.1, в которой априорными данными являются априорные данные о свойствах местности с вероятностью того, что ячейка является пунктом назначения, основанной на свойстве местности в ячейке.
4. Система по п.1, в которой вероятность является вероятностью эффективного движения, основанной на изменении во времени до прибытия в возможный пункт назначения, причем вероятность эффективного движения относится к вычисленной эффективности движения, связанной с набором возможных пунктов назначения, которые предоставляют сведения о конечном местоположении.
5. Система по п.1, в которой вероятность является вероятностью времени передвижения, основанной, по меньшей мере, частично на оцененном времени до возможного пункта назначения и на прошедшем времени передвижения.
6. Система по п.1, в которой компонент оценки пункта назначения использует правило Байеса, чтобы вероятностным образом предсказать один или более пунктов назначения.
7. Система по п.1, дополнительно содержащая компонент объединения, который разрешает выбор, по меньшей мере, одних из априорных данных о персональных пунктах назначения, априорных данных о свойствах местности, вероятности эффективного движения и вероятности времени передвижения для объединения, чтобы вероятностным образом предсказать один или более пунктов назначения.
8. Система по п.1, дополнительно содержащая компонент содержимого, который предоставляет информацию, связанную с одним или более предсказанными пунктами назначения, причем компонент содержимого предоставляет, по меньшей мере, одно из предупреждений о движении, сооружении, проблемах с безопасностью впереди, отображаемых объявлений, направлений, совета по маршруту и обновлениях.
9. Система по п.8, дополнительно содержащая компонент настройки, который настраивает релевантную информацию, предоставленную компонентом содержимого, на основе связанных с пользователем предпочтений.
10. Система по п.1, в которой компонент оценки пункта назначения предсказывает один или более пунктов назначения во время передвижения с помощью данных о местоположении в реальном времени.
11. Система по п.1, дополнительно содержащая компонент координатной сетки, который формирует вероятностную координатную сетку, связанную с картой географического местоположения, которая применяется компонентом оценки пункта назначения, чтобы предсказать один или более пунктов назначения.
12. Система по п.1, дополнительно содержащая компонент планирования маршрута, который формирует маршруты, вероятные для использования в передвижении до возможных пунктов назначения, и определяет оценки времени, связанные с маршрутами.
13. Система по п.1, в которой компонент оценки пункта назначения объединяет анализ открытого мира и анализ замкнутого мира в прогноз местоположения, причем компонент оценки пункта назначения выполняет предсказание относительно вероятности того, что водитель посетит ранее не наблюдавшееся местоположение, и пространственных связей новых местоположений, заданных априорными наблюдениями местоположений.
14. Способ, который облегчает определение пункта назначения пользователя, содержащий этапы, на которых
формируют вероятностную координатную сетку, связанную с географическим местоположением;
оценивают данные, связанные с передвижением, чтобы определить одно или более из априорных данных и вероятностей; и
предсказывают один или более пунктов назначения, относящихся к передвижению, с помощью координатной сетки посредством вероятностного объединения одних или более априорных данных и вероятностей.
15. Способ по п.14, дополнительно содержащий этап, на котором выбирают одно или более из априорных данных и вероятностей, чтобы объединить вероятностным образом.
16. Способ по п.14, дополнительно содержащий этап, на котором предсказывают один или более пунктов назначения в ходе передвижения.
17. Способ по п.14, дополнительно содержащий этап, на котором предоставляют соответствующую информацию, связанную с одним или более предсказанными пунктами назначения.
18. Способ по п.14, дополнительно содержащий этап, на котором формируют априорные данные на основе одного или более из набора предыдущих пунктов назначения пользователя и вероятности того, что ячейка является пунктом назначения, на основе свойств местности в ячейке.
19. Способ по п.14, дополнительно содержащий этап, на котором формируют вероятность на основе одного или более изменений во времени до прибытия в возможный пункт назначения и прошедшего времени передвижения.
20. Система, которая облегчает определение одного или более пунктов назначения пользователя, содержащая
средство (102) приема входных данных, связанных, по меньшей мере, с одними или более априорными данными и одной или более вероятностями; и
средство (104) вероятностного предсказания одного или более пунктов назначения на основе комбинации, по меньшей мере, одних или более априорных данных и одной или более вероятностей.
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
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US72187905P | 2005-09-29 | 2005-09-29 | |
US60/721,879 | 2005-09-29 | ||
US11/426,540 | 2006-06-26 | ||
US11/426,540 US8024112B2 (en) | 2005-09-29 | 2006-06-26 | Methods for predicting destinations from partial trajectories employing open-and closed-world modeling methods |
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RU2008112196A true RU2008112196A (ru) | 2009-10-10 |
RU2406158C2 RU2406158C2 (ru) | 2010-12-10 |
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RU2008112196/11A RU2406158C2 (ru) | 2005-09-29 | 2006-09-05 | Способы предсказания пунктов назначения из частичных траекторий, применяющие способы моделирования открытого и замкнутого мира |
Country Status (13)
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US (2) | US8024112B2 (ru) |
EP (1) | EP1929456A4 (ru) |
JP (1) | JP4896981B2 (ru) |
KR (1) | KR20080064117A (ru) |
CN (1) | CN101297337B (ru) |
AU (1) | AU2006297550A1 (ru) |
BR (1) | BRPI0616736A2 (ru) |
CA (1) | CA2620587A1 (ru) |
MY (1) | MY149572A (ru) |
NO (1) | NO20081104L (ru) |
NZ (1) | NZ566701A (ru) |
RU (1) | RU2406158C2 (ru) |
WO (1) | WO2007040891A1 (ru) |
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US20070073477A1 (en) | 2007-03-29 |
CN101297337A (zh) | 2008-10-29 |
AU2006297550A1 (en) | 2007-04-12 |
JP2009521665A (ja) | 2009-06-04 |
EP1929456A4 (en) | 2012-07-18 |
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CA2620587A1 (en) | 2007-04-12 |
WO2007040891A1 (en) | 2007-04-12 |
JP4896981B2 (ja) | 2012-03-14 |
MY149572A (en) | 2013-09-13 |
CN101297337B (zh) | 2010-06-02 |
NO20081104L (no) | 2008-04-28 |
BRPI0616736A2 (pt) | 2011-06-28 |
KR20080064117A (ko) | 2008-07-08 |
RU2406158C2 (ru) | 2010-12-10 |
US8024112B2 (en) | 2011-09-20 |
NZ566701A (en) | 2010-07-30 |
EP1929456A1 (en) | 2008-06-11 |
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