Location based services (LBS) targeted for consumers and enterprise applications have started gaining acceptance by the industry.
With the advancements in Global Positioning System (GPS) technology for mobile devices, the accuracy of mobile positioning systems has improved significantly, and consumer LBS applications such as mapping, local search, and real-time navigation are now available from mobile carriers and several other companies.
However, the ability to determine and to constantly maintain a current, real-time location is still not available on mobile devices, and mobile positioning systems and location based applications continue to rely on a pull or request based system, where an application or the system queries and gets a precise current location when it is required and requested.
In case of real-time applications such as turn-by-turn navigation, the current location is determined in real-time by requesting the location repeatedly and in frequent timing intervals for the duration such an application is in use.
However, such a pull or request based system does not maintain a precise current location of device at all times, and doing that in real-time imposes a significant drain of battery resources of the mobile device as well as imposes significant computing costs for the mobile positioning system.
Even in case of an E-911 scenario, if a device shuts down in an unforeseen event or a mishap, a precise current location may not be available, and only an approximate location of a user may be available for emergence response purposes. In such events, mobile carriers can determine an approximate location of the user based on cell-ID, however, a precise current or last known location that can only be determined by querying the device using a GPS or A-GPS solution, which may not be available if the device has already shut down.
In summary, to optimize the computing resources, the mobile positioning system operates as a pull or request based system, and a precise location is only determined when an application requests it. For applications where a precise and current location of a user is required at all times, the mobile positioning system must repeatedly query the device in order to maintain a current, real-time location of the user. With state of the art techniques, an application can specify the frequency or timing intervals of such requests, and can offload this process to another middleware service provider, which can notify the subscribing application(s) when the location changes. However, in order to maintain a precise, current location at all times, the GPS or A-GPS chipset embedded in the device has to be regularly polled, and the battery consumption continues to be a major constraint in enabling such real-time applications.
In instances such as in an emergency response scenario or in a real-time location or presence application, where a current location of the mobile device is required in real-time, one aspect of the present invention is to provide such information using a push-based method without repeatedly sending location requests from the application(s) or the mobile positioning system.
For most mobile users, the typical location versus time graph is such that for a good part of the day, the user is stationary at selected locations such as home or work, and only during a small part of the day they are either mobile or at other locations. One aspect of the present invention is to manage the power saving modes of the embedded GPS or A-GPS chipset in the device such that while the device is stationary as determined by an accelerometer embedded in the device or by other activity detection methods in the operating system, the GPS or A-GPS chipset is set in a power saving mode.
Another aspect of the present invention is that while the device is determined to be stationary at a pre-determined location, one of the power saving modes of the embedded GPS or A-GPS system in the device is such that much of the power consuming circuits are shut down, and only the receive circuitry is put into the standby mode. Periodically, the receive signals are monitored, and only if there is a threshold change, the embedded system is re-started and the location recomputed.
In another aspect of the present invention, the frequency of location requests are set based on the speed of the mobile device, so that when the user is stationary, the embedded GPS or A-GPS chipset is put in the power saving mode for longer duration, and when moving at a faster speed, the location changes are determined at frequent time intervals.
In yet another aspect of the present invention, the positioning method and frequency of location requests is adjusted based on battery constraints of the mobile device.
By reducing location requests or queries sent by the application(s) or the mobile positioning system to the device, the invention enables such a solution with significantly reduced power consumption requirements for the GPS or A-GPS chipset embedded in the device, and reduces computing resource requirements in the mobile positioning system.
One aspect of the present invention is to determine the real-time location by maintaining a location profile of pre-determined locations of a user and enabling power save modes when user is determined to be at these locations. For instance, if a user is at their home or work, the embedded GPS or A-GPS chip can be set to sleep mode until the mobile positioning system detects a change in location based on other positioning methods such as cell-ID and/or timing advance.
Another aspect of the present invention is for an application to subscribe to a location server with user-controlled permissions in order to receive real-time location updates of the user using a push-location method, whereby the application receives location updates when the user's location changes. Further, the application or the user may specify additional criteria that may limit or restrict when to enable location tracking or to send location updates to the application. For example, an enterprise application may only receive location updates pertaining to the specified places of work.
Foregoing aspects of the present invention will become better understood by referring to the following more detailed description and claims taken in conjunction with the accompanying drawings, wherein:
In another implementation of such a pull-based location request and response system, an application 110 can request the location directly from the GPS embedded in the mobile device 102, however, a location has to be continuously and periodically determined by the GPS to maintain a current location of the user. Further, if the application 110 requires such a real-time location be maintained on a location server on an operator or service provider network, such location updates have to be continuously transmitted using the mobile network, and take up a significant network traffic as well as drain the battery on the mobile device 102.
In another implementation of such a pull-based location request and response system, an application 110 can register with a location listener on the mobile device 102 that continuously requests location from the GPS embedded in the mobile device 102, which may eliminate the need for the application 110 to make such requests repeatedly, however, the listener is still periodically polling the GPS, and sending location updates to the subscribing application each time a location is determined by the GPS embedded in the mobile device 102.
An exemplary real-time application 260 sends a subscription request with appropriate user-permissions and credentials, and the push-based mobile location server 250 first responds with the current location of the device, and subsequently sends location updates to the requesting application or middleware service provider as the location changes. The real-time application 260 or an embedded real-time application 236 are not required to repeatedly send location refresh requests to the server 250 or the GPS 234, and the push-location server similarly also doesn't need to send periodically repeated location refresh requests to the push-client 232 embedded in the mobile device in order to maintain a real-time location of the device.
The push-location server 250 also maintains a profile of specified or pre-determined locations of the user, where the user is stationary for a specified period of time. When the user is at these pre-determined locations, the push-location server 250 can optionally receive and monitors cell-ID and timing advance information to detect a location change, and if a location is changed, and it hasn't received an update from the push-client, it can then send a refresh request to the push-client 232. During this time when the user is at these pre-specified or per-determined locations, the push-client can send a sleep command to the embedded GPS 234 for saving power consumption of the battery on the mobile device. When a location change is detected either by an activity detection method such as one described in block diagram 300, or by a notification from the push-server such as one described in block diagram 400, the push-client 232 can wake up the GPS chip 234 and request a location update.
In another implementation, the GPS 234 may be embedded inside or integrated with another chip inside the mobile device. In yet another implementation, another global navigation satellite system (GNSS) such as Galileo may be used for determining location, or a different positioning method, such as Wi-Fi based positioning method, used for determining location.
When a notification or an event trigger is received, Push-Client 232 wakes up the GPS 234, and requests a location update from the GPS as in block 402. If in the decision block 404, the speed as determined by the GPS indicates that the device is in motion or at a new location, in block 406, the Push-Client sends a location update to the server, and waits for a specified time interval before requesting a location update from the GPS 234. To further optimize the location updates between Push-Client 232 and Push-Server 240, and to reduce the network traffic as the location changes when the user is in motion or when the user is at a new location, the details of blocks 402, 404, 406, 408 and 412 are further described in block diagram 700.
When the device 230 is stationary at a pre-determined location, in blocks 418, 420, 422, and 424 the push-location server 240 periodically requests and monitors cell-ID and timing advance information from the mobile positioning system 220. If the location is determined to have changed within specified thresholds, the push-location server sends a request to the push-client 232 to send an updated location. The push-client 232 then wakes up the GPS or A-GPS chip 234, and refreshes the current location.
When the push-client 232 requests location from the embedded GPS or A-GPS 234, it also requests the speed. If the device is considered to be moving, it requests the location repeatedly to maintain a real-time location. The time for repeating the request when the device 230 is in motion is calculated based on the speed of the device, such that a near real-time location is maintained by the push-client 232. When the device is determined to be stationary, the GPS 234 is sent the command to be put into a power-saving mode.
An exemplary web-based client application 506 and an application server 508 can subscribe to receive real-time location updates from the Push-Location Server 504, with user-permission and based on user-specified privacy settings. In the case of an exemplary embedded mobile application 510, which is a real-time location based presence application, the client application can subscribe to the Push-Location Server, and receive location updates on the mobile device directly from the Push-Client, while the Application Server 512, a Presence Server determines the presence status based on location profile, privacy settings, and location updates received from the push-location server and the status updates received from the Presence Client 510. The presence status is then shared with other users based on the privacy settings with respect to each user.
In decision block 710, a determination is made if the speed is above the specified threshold for the user to be considered driving or in transit, and further, additional methods may be used to determine the driving status of the user, as described later in block diagram 800. If the user is determined to be in transit or driving, a transit message is sent to the Push-Server 240. Subsequently, in block 714, the Push-Client 232 periodically monitors the location and speed at specified time intervals, and saves the current location of the user, and periodically sends location updates to the Push-Server 240 so the server can maintain a real-time location of the user. In another implementation, the Push-Client 232 may only send the transit start and end points to the server to reduce the network traffic, and in yet another implementation, the Push-Client may intelligently determine when the heading or speed changes more than specified thresholds, and thereby only sending location updates when street information has likely changed, or when current location can't be interpolated by the server.
In decision block 716, if it is determined that the user is now considered stationary, in decision block 718, it is further determined if the user is at a pre-determined or a favorite location. If the user is at such a location, the corresponding favorite location and status update is sent to the Push-Server 240. However, if in decision block 718, user is determined to be at a new location, Push-Client 232 sends a location update to the Push-Server 240, and a corresponding address or POI information is determined by the server based on reverse geocode and POI search APIs. Subsequently, in block 726, the Push-Client 232 waits for specified time interval and/or event triggers indicating the user may have moved before requesting another update from the GPS 234.
This application is a divisional of U.S. Nonprovisional patent application Ser. No. 15/956,924 filed Apr. 19, 2018, which is a continuation of U.S. Nonprovisional patent application Ser. No. 14/619,136 filed Feb. 11, 2015 (now issued as U.S. Pat. No. 9,980,231), which is a continuation of U.S. Nonprovisional patent application Ser. No. 13/923,722 filed Jun. 21, 2013 (now issued as U.S. Pat. No. 8,965,464), which is a continuation of U.S. Nonprovisional patent application Ser. No. 12/728,216 filed Mar. 20, 2010 (now issued as U.S. Pat. No. 8,489,111), which is a continuation-in-part (CIP) of U.S. Nonprovisional patent application Ser. No. 11/838,876 (now issued as U.S. Pat. No. 8,050,690). U.S. Nonprovisional patent application Ser. No. 12/728,216 also claims the benefit of U.S. Provisional Patent Application No. 61/162,263 filed Mar. 21, 2009. The subject matter of these earlier filed applications is hereby incorporated by reference in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
5946647 | Miller et al. | Aug 1999 | A |
6055513 | Katz et al. | Apr 2000 | A |
6057872 | Candelore | May 2000 | A |
6101484 | Halbert et al. | Aug 2000 | A |
6157841 | Bolduc et al. | Dec 2000 | A |
6269343 | Pallakoff | Jul 2001 | B1 |
6295528 | Marcus et al. | Sep 2001 | B1 |
6381303 | Vu et al. | Apr 2002 | B1 |
6385458 | Papadimitriou et al. | May 2002 | B1 |
6400956 | Richton | Jun 2002 | B1 |
6442391 | Johansson et al. | Aug 2002 | B1 |
6442530 | Miller | Aug 2002 | B1 |
6446004 | Cao et al. | Sep 2002 | B1 |
6452498 | Stewart | Sep 2002 | B2 |
6505123 | Root et al. | Jan 2003 | B1 |
6515619 | McKay | Feb 2003 | B1 |
6542820 | Lamance et al. | Apr 2003 | B2 |
6556975 | Wittsche | Apr 2003 | B1 |
6560534 | Abraham et al. | May 2003 | B2 |
6587835 | Treyz et al. | Jul 2003 | B1 |
6611751 | Warren | Aug 2003 | B2 |
6631404 | Philyaw | Oct 2003 | B1 |
6647257 | Owensby | Nov 2003 | B2 |
6651000 | Van Diggelen et al. | Nov 2003 | B2 |
6668167 | Mcdowell et al. | Dec 2003 | B2 |
6754585 | Root et al. | Jun 2004 | B2 |
6756882 | Benes et al. | Jun 2004 | B2 |
6756917 | Gould et al. | Jun 2004 | B2 |
6760046 | I Anson et al. | Jul 2004 | B2 |
6760601 | Suoknuuti et al. | Jul 2004 | B1 |
6763299 | Jones | Jul 2004 | B2 |
6763300 | Jones | Jul 2004 | B2 |
6764003 | Martschitsch et al. | Jul 2004 | B1 |
6788766 | Logan | Sep 2004 | B2 |
6826617 | Ansell et al. | Nov 2004 | B1 |
6829535 | Van Diggelen et al. | Dec 2004 | B2 |
6836730 | Root et al. | Dec 2004 | B2 |
6839554 | Mcdowell et al. | Jan 2005 | B2 |
6847959 | Arrouye et al. | Jan 2005 | B1 |
6850837 | Paulauskas et al. | Feb 2005 | B2 |
6868396 | Smith et al. | Mar 2005 | B2 |
6871140 | Florance et al. | Mar 2005 | B1 |
6873997 | Majjasie et al. | Mar 2005 | B1 |
6912398 | Domnitz | Jun 2005 | B1 |
6912517 | Agnihotri et al. | Jun 2005 | B2 |
6931254 | Egner et al. | Aug 2005 | B1 |
6937998 | Swartz et al. | Aug 2005 | B1 |
6944467 | Ala-Luukko | Sep 2005 | B2 |
6944679 | Parupudi et al. | Sep 2005 | B2 |
6947976 | Devitt et al. | Sep 2005 | B1 |
6954633 | Metternich et al. | Oct 2005 | B1 |
6954697 | Smith | Oct 2005 | B1 |
6957393 | Fano et al. | Oct 2005 | B2 |
6965868 | Bednarek | Nov 2005 | B1 |
6965872 | Grdina | Nov 2005 | B1 |
6973322 | Buchmann et al. | Dec 2005 | B2 |
6973438 | Philyaw | Dec 2005 | B1 |
6975872 | Cheng | Dec 2005 | B2 |
6983146 | Spratt | Jan 2006 | B2 |
6985813 | Root et al. | Jan 2006 | B2 |
6988037 | Root et al. | Jan 2006 | B2 |
6992617 | Diggelen et al. | Jan 2006 | B2 |
6996402 | Logan et al. | Feb 2006 | B2 |
6996579 | Leung et al. | Feb 2006 | B2 |
7071842 | Brady, Jr. | Jul 2006 | B1 |
7092964 | Dougherty et al. | Aug 2006 | B1 |
7116985 | Wilson et al. | Oct 2006 | B2 |
7206568 | Sudit | Apr 2007 | B2 |
7219303 | Fish | May 2007 | B2 |
7224978 | Zellner et al. | May 2007 | B2 |
7224987 | Bhela et al. | May 2007 | B1 |
7236799 | Wilson et al. | Jun 2007 | B2 |
7237201 | Fish | Jun 2007 | B2 |
7242946 | Kokkonen et al. | Jul 2007 | B2 |
7245925 | Zellner | Jul 2007 | B2 |
7266443 | Hirose | Sep 2007 | B2 |
7315259 | Sacks | Jan 2008 | B2 |
7352322 | Tsujimoto et al. | Apr 2008 | B2 |
7412400 | Bhela et al. | Aug 2008 | B1 |
7417544 | Artem et al. | Aug 2008 | B2 |
7418267 | Karaoguz | Aug 2008 | B2 |
7418451 | Leung et al. | Aug 2008 | B2 |
7418503 | Zellner et al. | Aug 2008 | B2 |
7426436 | Van Watermulen et al. | Sep 2008 | B1 |
7532900 | Wilson et al. | May 2009 | B2 |
7589628 | Brady, Jr. | Sep 2009 | B1 |
7628704 | Uhlir et al. | Dec 2009 | B1 |
7669070 | Asmi | Feb 2010 | B2 |
7761414 | Freedman | Jul 2010 | B2 |
8046721 | Chaudhri et al. | Oct 2011 | B2 |
8068857 | Wilson et al. | Nov 2011 | B2 |
8070608 | Uhlir et al. | Dec 2011 | B2 |
8074172 | Kocienda et al. | Dec 2011 | B2 |
8126889 | Pitt | Feb 2012 | B2 |
9014973 | Ruckart | Apr 2015 | B2 |
20010048449 | Baker | Dec 2001 | A1 |
20020002504 | Engel et al. | Jan 2002 | A1 |
20020035605 | McDowell et al. | Mar 2002 | A1 |
20020065111 | Otsuka et al. | May 2002 | A1 |
20020067308 | Robertson | Jun 2002 | A1 |
20020077130 | Owensby | Jun 2002 | A1 |
20020091568 | Kraft et al. | Jul 2002 | A1 |
20020102993 | Hendrey et al. | Aug 2002 | A1 |
20020111172 | DeWolf et al. | Aug 2002 | A1 |
20020188589 | Salmenkaita et al. | Dec 2002 | A1 |
20020198851 | Hashimoto et al. | Dec 2002 | A1 |
20030055983 | Callegari | Mar 2003 | A1 |
20030060214 | Hendrey et al. | Mar 2003 | A1 |
20030078053 | Abtin et al. | Apr 2003 | A1 |
20030093314 | Leung et al. | May 2003 | A1 |
20030105719 | Berger | Jun 2003 | A1 |
20030191578 | Paulauskas et al. | Oct 2003 | A1 |
20030207683 | Lempio et al. | Nov 2003 | A1 |
20030220835 | Barnes, Jr. | Nov 2003 | A1 |
20030229592 | Florance et al. | Dec 2003 | A1 |
20040023666 | Moon et al. | Feb 2004 | A1 |
20040036622 | Dukach et al. | Feb 2004 | A1 |
20040111335 | Black et al. | Jun 2004 | A1 |
20040192351 | Duncan | Sep 2004 | A1 |
20040203561 | Jakubowski | Oct 2004 | A1 |
20040203879 | Gardner et al. | Oct 2004 | A1 |
20040203888 | Mikan | Oct 2004 | A1 |
20040203901 | Wilson et al. | Oct 2004 | A1 |
20040203918 | Moriguchi | Oct 2004 | A1 |
20040203922 | Hines et al. | Oct 2004 | A1 |
20050027437 | Takenaga et al. | Feb 2005 | A1 |
20050027608 | Wiesmuller et al. | Feb 2005 | A1 |
20050079873 | Caspi et al. | Apr 2005 | A1 |
20050085952 | Park et al. | Apr 2005 | A1 |
20050096013 | Lehikoinen et al. | May 2005 | A1 |
20050096040 | Haberman et al. | May 2005 | A1 |
20050144291 | Frank et al. | Jun 2005 | A1 |
20050153729 | Logan et al. | Jul 2005 | A1 |
20050165788 | Yang et al. | Jul 2005 | A1 |
20050177416 | Linden | Aug 2005 | A1 |
20050202832 | Sudit | Sep 2005 | A1 |
20050227711 | Orwant et al. | Oct 2005 | A1 |
20050250517 | Fukui et al. | Nov 2005 | A1 |
20050261001 | Marley et al. | Nov 2005 | A1 |
20050272413 | Bourne | Dec 2005 | A1 |
20060020508 | Gorti | Jan 2006 | A1 |
20060022048 | Johnson | Feb 2006 | A1 |
20060046744 | Dublish et al. | Mar 2006 | A1 |
20060116817 | Salmre et al. | Jun 2006 | A1 |
20060135177 | Winterbottom et al. | Jun 2006 | A1 |
20060218151 | Adelman et al. | Sep 2006 | A1 |
20060253453 | Chmaytelli et al. | Nov 2006 | A1 |
20060258368 | Granito et al. | Nov 2006 | A1 |
20060277290 | Shank | Dec 2006 | A1 |
20070019587 | Okamoto et al. | Jan 2007 | A1 |
20070037610 | Logan | Feb 2007 | A1 |
20070042788 | Duan | Feb 2007 | A1 |
20070042789 | Moton et al. | Feb 2007 | A1 |
20070047479 | Shaffer et al. | Mar 2007 | A1 |
20070049287 | Dunn | Mar 2007 | A1 |
20070049288 | Lamprecht et al. | Mar 2007 | A1 |
20070049289 | Woo | Mar 2007 | A1 |
20070049292 | Emond | Mar 2007 | A1 |
20070049293 | Russell | Mar 2007 | A1 |
20070060171 | Sudit | Mar 2007 | A1 |
20070072619 | Wei et al. | Mar 2007 | A1 |
20070072621 | Mukkavilli et al. | Mar 2007 | A1 |
20070072625 | Fournier et al. | Mar 2007 | A1 |
20070072626 | Babu et al. | Mar 2007 | A1 |
20070077939 | Uematsu et al. | Apr 2007 | A1 |
20070077942 | Heaven et al. | Apr 2007 | A1 |
20070077943 | Hamilla | Apr 2007 | A1 |
20070080830 | Sacks | Apr 2007 | A1 |
20070082614 | Mock | Apr 2007 | A1 |
20070082668 | Silver et al. | Apr 2007 | A1 |
20070082680 | Fish | Apr 2007 | A1 |
20070082681 | Kim et al. | Apr 2007 | A1 |
20070082682 | Kim et al. | Apr 2007 | A1 |
20070088490 | Sutardja | Apr 2007 | A1 |
20070091838 | Kobayashi et al. | Apr 2007 | A1 |
20070093257 | McDougall et al. | Apr 2007 | A1 |
20070096900 | Contractor | May 2007 | A1 |
20070099625 | Rosenfeld | May 2007 | A1 |
20070099627 | Kofol et al. | May 2007 | A1 |
20070105565 | Enzmann et al. | May 2007 | A1 |
20070105566 | Sharony et al. | May 2007 | A1 |
20070117571 | Musial | May 2007 | A1 |
20070117572 | Adam et al. | May 2007 | A1 |
20070117573 | Kennedy et al. | May 2007 | A1 |
20070124062 | Janky et al. | May 2007 | A1 |
20070129082 | Thacher | Jun 2007 | A1 |
20070129083 | Creamer et al. | Jun 2007 | A1 |
20070135136 | Ische | Jun 2007 | A1 |
20070142059 | Wang et al. | Jun 2007 | A1 |
20070142060 | Moton et al. | Jun 2007 | A1 |
20070149208 | Syrbe et al. | Jun 2007 | A1 |
20070149210 | McKiou et al. | Jun 2007 | A1 |
20070149211 | Dunn et al. | Jun 2007 | A1 |
20070149212 | Gupta et al. | Jun 2007 | A1 |
20070149213 | Lamba et al. | Jun 2007 | A1 |
20070149214 | Walsh et al. | Jun 2007 | A1 |
20070149216 | Misikangas | Jun 2007 | A1 |
20070155399 | Alberth et al. | Jul 2007 | A1 |
20070155400 | Madsen | Jul 2007 | A1 |
20070159322 | Campbell et al. | Jul 2007 | A1 |
20070161381 | Chen et al. | Jul 2007 | A1 |
20070161382 | Melinger et al. | Jul 2007 | A1 |
20070161401 | Sheynblat | Jul 2007 | A1 |
20070162582 | Belali et al. | Jul 2007 | A1 |
20070167170 | Fitchett et al. | Jul 2007 | A1 |
20070167171 | Bishop | Jul 2007 | A1 |
20070168127 | Zaruba et al. | Jul 2007 | A1 |
20070168524 | Chao et al. | Jul 2007 | A1 |
20070185768 | Vengroff et al. | Aug 2007 | A1 |
20070197217 | Sutardja | Aug 2007 | A1 |
20070233385 | Dicke et al. | Oct 2007 | A1 |
20080065408 | Salonen | Mar 2008 | A1 |
20080070593 | Altman | Mar 2008 | A1 |
20080071749 | Schloter | Mar 2008 | A1 |
20080085689 | Zellner | Apr 2008 | A1 |
20080132251 | Altman et al. | Jun 2008 | A1 |
20080134088 | Tse et al. | Jun 2008 | A1 |
20080147546 | Weichselbaumer et al. | Jun 2008 | A1 |
20080172173 | Chang | Jul 2008 | A1 |
20080209332 | Chevsky et al. | Aug 2008 | A1 |
20080214161 | Jakl | Sep 2008 | A1 |
20080242231 | Gray | Oct 2008 | A1 |
20080248810 | Obradovich | Oct 2008 | A1 |
20080248815 | Busch | Oct 2008 | A1 |
20080252517 | Fuchs et al. | Oct 2008 | A1 |
20080266324 | Lynch et al. | Oct 2008 | A1 |
20080288545 | Hegedus et al. | Nov 2008 | A1 |
20080299900 | Lesyna | Dec 2008 | A1 |
20080316091 | Wigren et al. | Dec 2008 | A1 |
20090005127 | Frenger | Jan 2009 | A1 |
20090006480 | Fuchs et al. | Jan 2009 | A1 |
20090009397 | Taylor et al. | Jan 2009 | A1 |
20090009398 | Taylor et al. | Jan 2009 | A1 |
20090033553 | Tusjimoto et al. | Feb 2009 | A1 |
20090042584 | Nagata et al. | Feb 2009 | A1 |
20090043491 | Haatainen | Feb 2009 | A1 |
20090047972 | Neeraj | Feb 2009 | A1 |
20090063304 | Meggs | Mar 2009 | A1 |
20090082024 | Elliott | Mar 2009 | A1 |
20090098880 | Lindquist | Apr 2009 | A1 |
20090163226 | Karkaria et al. | Jun 2009 | A1 |
20090176475 | Salkini et al. | Jul 2009 | A1 |
20090278738 | Gopinath | Nov 2009 | A1 |
20100017874 | Piccinini et al. | Jan 2010 | A1 |
20100020776 | Youssef et al. | Jan 2010 | A1 |
20100042320 | Salmre et al. | Feb 2010 | A1 |
20100280874 | Thorn | Nov 2010 | A1 |
20100296441 | Barkan | Nov 2010 | A1 |
20110077046 | Durand et al. | Mar 2011 | A1 |
20110238517 | Ramalingam et al. | Sep 2011 | A1 |
20120046051 | Wilson et al. | Feb 2012 | A1 |
20120276926 | Pitt | Nov 2012 | A1 |
20120284105 | Li | Nov 2012 | A1 |
Number | Date | Country |
---|---|---|
1418784 | May 2004 | EP |
2002334030 | Nov 2002 | JP |
2002354522 | Dec 2002 | JP |
2003161771 | Jun 2003 | JP |
2003344092 | Dec 2003 | JP |
2005323404 | Nov 2005 | JP |
2006153863 | Jun 2006 | JP |
051869 | Mar 2007 | JP |
2007189584 | Jul 2007 | JP |
2007189594 | Jul 2007 | JP |
2010539738 | Dec 2010 | JP |
1020050004662 | Jan 2005 | KR |
1020050014940 | Feb 2005 | KR |
1020070053539 | May 2007 | KR |
2006070877 | Jul 2006 | WO |
Entry |
---|
An Exploration on Mobile Social Networking: Dodgeball as a Case in Point, Nina Ziv et al., Mobile Business, 2006, ICMB '06, International Conference of IEEE Computer Society, p. 21, XP031056542, DOI: 10.1109/ICMB.2006.8, ISBN: 978-0-7695-2595-2 (Jun. 1, 2006). |
“CardStar iPhone App Wrangles Multiple Membership Cards,” written by Dong Ngo on May 15, 2009, http://news.cnet.com/8301-17938_105-10241727-1.html (last accessed May 22, 2013). |
“Mobile Context Inference using Low-Cost Sensors”, Evan Welbourne et al., Lecture Notes in Computer Science—LNCS, Springer, DE, vol. 3479, pp. 254-263, XP007915205, ISSN: 0302-9743 (Jan. 1, 2005). |
“Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life”, Keum-Sung Hwang et al., AI 2006: Advances in Artificial Intelligence Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, LNCS, Springer, Berlin, DE, pp. 929-933, XP019052024, ISBN: 978-3-540-49787-5 (Jan. 1, 2006). |
“Unique in the Crowd: The Privacy Bounds of Human Mobility,” Yves-Alexandre de Montjoye, César A. Hidalgo, Michel Verleysen & Vincent D. Blondel, Scientific Reports 3, Article No. 1376 (Mar. 25, 2013). |
“WatchMe: Communication and Awareness between members of a Closely-Knit Group”, Natalia Marmasse et al., UbiComp 2004: Ubiquitous Computing: 6th International Conference, Nottingham, UK, Sep. 7-10, 2004, Lecture Notes in Computer Science, vol. 3205 (Nov. 2, 2004). |
Apple Store POS Handhelds forum posts from Sep. 25, 2008, through Sep. 28, 2013, http://www.everythingcafe.com/forum/threads,apple-store-pos-handhelds.32824 (last accessed May 22, 2013). |
Congvan Tran, “Notice of Allowance” dated Oct. 6, 2014 for U.S. Appl. No. 13/241,048. |
Doan, “Non-Final Office Action” dated Nov. 1, 2013 for U.S. Appl. No. 13/923,722. |
“Non-Final Office Action” dated Nov. 1, 2013 for U.S. Appl. No. 131923,722. |
Extended European Search Report dated May 29, 2012, for European Application No. 08797761.7. |
Final Office Action dated May 9, 2012, issued in U.S. Appl. No. 12/728,217. |
Final Office Action issued in U.S. Appl. No. 12/728,216 dated Dec. 28, 2012. |
Final Office Action issued in U.S. Appl. No. 12/728,217 dated Apr. 28, 2014. |
Final Office Action issued in U.S. Appl. No. 13/052,193 dated Jun. 18, 2013. |
Final Office Action issued in U.S. Appl. No. 13/923,722 dated Sep. 10, 2014. |
Final Office Action received in U.S. Appl. No. 13/069,380 dated Apr. 22, 2013. |
Indian Office Action issued in related Indian Application No. 1765/DELNP/2010 dated Aug. 7, 2017. |
International Search Report and Written Opinion issued in International Application No. PCT/US2011/028566 dated Oct. 25, 2011. |
International Search Report and Written Opinion issued in International Application No. PCT/US2008/072977 dated Jan. 30, 2009. |
Japanese Office Action issued in divisional Japanese Appln. No. 2014-093925 dated Mar. 3, 2015. |
Japanese Office Action issued in Japanese Application No. 2014-093925 dated Oct. 20, 2015. |
Katherine Gager Kolosowski, “Final Office Action” dated Feb. 23, 2015 for U.S. Appl. No. 13/052,193. |
Katherine Kolosowski-Gager, “Non-Final Office Action ” dated Jul. 14, 2014 for U.S. Appl. No. 13/052,193. |
Kiet M Doan, “Non-Final Office Action”, dated Dec. 5, 2018, U.S. Appl. No. 15/956,924. |
Kiet M Doan, “Notice of Allowance”, dated Mar. 1, 2019, U.S. Appl. No. 15/956,924. |
Kiet M Doan, “Restriction Requirement”, dated Sep. 11, 2018, U.S. Appl. No. 15/956,924. |
Kiet M. Doan, “Final Office Action” dated Sep. 19, 2016 for U.S. Appl. No. 14/619,136. |
Kiet M. Doan, “Final Office Action”, dated Jul. 5, 2017, U.S. Appl. No. 14/619,136. |
Kiet M. Doan, “Non-Final Office Action” dated May 2, 2016 for U.S. Appl. No. 14/619,136. |
Kiet M. Doan, “Non-Final Office Action” dated Nov. 24, 2015 for U.S. Appl. No. 14/619,136. |
Kiet M. Doan, “Non-Final Office Action”, dated Mar. 2, 2017 for U.S. Appl. No. 14/619,136. |
Kiet M. Doan, “Notice of Allowance” dated Oct. 14, 2014 for U.S. Appl. No. 13/923,722. |
Marshall M McLeod, “Final Office Action”, dated Jul. 9, 2013 for U.S. Appl. No. 12/728,217. |
Neeraj Chawla, “Notice of Allowance”, dated Jan. 19, 2018, U.S. Appl. No. 14/619,136. |
Non-Final Office Action for U.S. Appl. No. 12/728,217 dated Nov. 29, 2012. |
Non-Final Office Action for U.S. Appl. No. 13/069,380 dated Nov. 29, 2012. |
Non-final Office Action issued in U.S. Appl. No. 13/923,722 dated Apr. 14, 2014. |
Non-Final Office Action dated Jul. 27, 2012, in U.S. Appl. No. 12/728,216. |
Non-Final Office Action dated Oct. 30, 2013, received in U.S. Appl. No. 12/728,217. |
Notice of Allowance issued in U.S. Appl. No. 12/728,216 dated Mar. 15, 2013. |
Notice of Allowance issued in U.S. Appl. No. 14/056,477 dated May 18, 2016. |
Notice of Allowance issued in Japanese Appln. Serial No. 2014-093925 dated Jan. 31, 2017. |
Notice of Allowance dated Apr. 1, 2014, in JP Application No. 2010-521129, which corresponds to U.S. Appl. No. 11/838,876. |
Nov. 22, 2011 International Search Report and Written Opinion issued in International Application No. PCT/US2011/028734. |
Office Action (Non-Final) from U.S. Appl. No. 11/838,876 dated Mar. 24, 2011. |
Office Action (Non-Final) from U.S. Appl. No. 11/838,876 dated Oct. 19, 2010. |
Office Action (Non-Final) from U.S. Appl. No. 12/728,217 dated Dec. 20, 2011. |
Office Action issued in U.S. Appl. No. 13/052,193 dated Jan. 2, 2013. |
Office Action issued in Japanese Appln. Serial No. 2014-93925 dated Sep. 13, 2016. |
Office Action issued in related Japanese Patent Application No. 2010-521129 dated Dec. 3, 2013. No translation. |
Office Action issued in related Japanese Patent Application No. 2010-521129 dated Feb. 4, 2013. English translation provided on pp. 6-9. |
Phouc Huu Doan, “Non-Final Office Action” dated Oct. 21, 2014 for U.S. Appl. No. 14/056,477. |
Phuoc Huu Doan, “Final Office Action” dated Apr. 7, 2015 for U.S. Appl. No. 14/056,477. |
Phuoc Huu Doan, “Final Office Action” dated Oct. 15, 2015 for U.S. Appl. No. 14/056,477. |
Phuoc Huu Doan, “Non-Final Office Action” dated Feb. 8, 2016 for U.S. Appl. No. 14/056,477. |
Hearing Notice for Indian Application No. 1765/DELNP/2010 dated Sep. 17, 2019. |
Letter of Grant issued in Indian Application No. 1765/DELNP/2010 dated Sep. 9, 2020. |
Review Petition Decision issued in Indian Application No. 1765/DELNP/2010 on Sep. 9, 2020. |
Number | Date | Country | |
---|---|---|---|
20190281553 A1 | Sep 2019 | US |
Number | Date | Country | |
---|---|---|---|
61162263 | Mar 2009 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 15956924 | Apr 2018 | US |
Child | 16420273 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 14619136 | Feb 2015 | US |
Child | 15956924 | US | |
Parent | 13923722 | Jun 2013 | US |
Child | 14619136 | US | |
Parent | 12728216 | Mar 2010 | US |
Child | 13923722 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 11838876 | Aug 2007 | US |
Child | 12728216 | US |