CN104618994A - Intelligent terminal power saving system and method - Google Patents
Intelligent terminal power saving system and method Download PDFInfo
- Publication number
- CN104618994A CN104618994A CN201410850285.8A CN201410850285A CN104618994A CN 104618994 A CN104618994 A CN 104618994A CN 201410850285 A CN201410850285 A CN 201410850285A CN 104618994 A CN104618994 A CN 104618994A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/02—Power saving arrangements
- H04W52/0209—Power saving arrangements in terminal devices
- H04W52/0251—Power saving arrangements in terminal devices using monitoring of local events, e.g. events related to user activity
- H04W52/0254—Power saving arrangements in terminal devices using monitoring of local events, e.g. events related to user activity detecting a user operation or a tactile contact or a motion of the device
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
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- Computer Networks & Wireless Communication (AREA)
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Abstract
The invention relates to an intelligent terminal power saving system and method. The system comprises a data collection module, a data analysis module and a power saving control module, the data collection module collects operating actions of users to form historic records, data are stored in a terminal device and provided for the data analysis module, the data analysis module acquires operating records of the users from the data collection module, so that functions are classified, historic operating habits are counted according to the data, operations of the users are forecasted according to the historic operating habits, possible operations are combined to form power saving schemes, a final result is transmitted to the power saving control module, the power saving control module acquires the power saving schemes from the data analysis module, functional modules are closed or adjusted according to setting in the power saving schemes, and the data analysis module is respectively connected with the data collection module and the power saving control module. By the aid of the intelligent terminal power saving system and method, manual setting is omitted, terminals can be automatically adjusted according to the use habits of the users, and power is saved.
Description
Technical field
The present invention relates to a kind of intelligent terminal electricity-saving system and method.
Background technology
Current terminal equipment electricity saving method, is roughly following a few class:
1, factory default condition (if electricity is lower than threshold value), after condition meets, closedown or adjustment member function are with power saving.
2, under specific environment for use, closed portion function is with power saving.Such as close screen display in call.
3, unification wakes up.Repeatedly wake request will merge, reduce wake-up times.
4, user is arranged.In the period that user specifies, closedown or adjustment member function are with power saving.
Existing power conservation techniques, how based on pre-conditioned or application-specific scene, cannot customize according to user's use habit.If user needs according to personal considerations's adjustment, then need manual setting, method is complicated, not easily uses.And after user behavior changes, cannot dynamic conditioning.
Summary of the invention
The invention provides a kind of intelligent terminal electricity-saving system and method, may be used in the multiple mobile terminal devices such as mobile phone, portable computer, intelligent watch, Intelligent bracelet, manual setting is not needed for user provides one, namely automatically termination function can be adjusted according to individual subscriber use habit, to reach the object of power saving.
Technical solution of the present invention is: the present invention is a kind of intelligent terminal electricity-saving system, and its special character is: this system comprises with lower module:
Data collection module: collect user operation action, and history of forming record, store data in terminal equipment, and be supplied to data analysis module;
Data analysis module: obtain user operation records from data collection module, complete Function Classification, historical operation custom is gone out again according to this data statistics, and according to historical operation prediction user operation, form power save scheme by after possible operative combination, and final result is sent to electricity-saving control module;
Electricity-saving control module: obtain power save scheme from data analysis module, and according to the setting in power save scheme, close or adjust each functional module;
Data analysis module is connected with data collection module and electricity-saving control module respectively.
Above-mentioned terminal equipment is mobile phone, wearable smart machine or portable computer.
Above-mentioned functions module is network function module, Presentation Function module or processor frequencies module.
Realize an electricity saving method for above-mentioned intelligent terminal electricity-saving system, its special character is: the method comprises the following steps:
1) user operation each time of data collection module record and the time;
2) data collection module by user operation records in memory device;
3) data analysis module reads user operation records from memory device;
4) data analysis module counting user operating habit;
5) data analysis module is by user operation habits, calculates user operation possible in the following time period;
6) data analysis module is according to step 5) result, formed power save scheme;
7) electricity-saving control module is according to step 6) power save scheme, complete the setting of each functional module.
Intelligent terminal electricity-saving system provided by the invention and method are a kind of application on the terminal device, based on user's use habit prediction user behavior, and the system and method for the power saving of automatic regulating function module.Have the following advantages:
1, user is not needed manually to arrange.
2, do not affect user normally to use.
3, when user habit changes, can dynamic conditioning, meet individual subscriber use habit.
Accompanying drawing explanation
Fig. 1 is system block diagram of the present invention;
Fig. 2 is that data analysis module of the present invention generates the algorithm flow schematic diagram of power save scheme from user data.
Embodiment
See Fig. 1, system of the present invention comprises with lower module: data collection module: collect user operation action, and history of forming record, store data in terminal equipment, and be supplied to data analysis module; Data analysis module: obtain user operation records from data collection module, complete Function Classification, historical operation custom is gone out again according to this data statistics, and according to historical operation prediction user operation, form power save scheme by after possible operative combination, and final result is sent to electricity-saving control module; Electricity-saving control module: obtain power save scheme from data analysis module, and according to the setting in power save scheme, close or adjust each functional module; Data analysis module is connected with data collection module and electricity-saving control module respectively.
Wherein: terminal equipment includes but not limited to mobile phone, wearable smart machine, portable computer etc.
Functional module comprises but is not limited to, network function module, Presentation Function module, processor frequencies module etc.
Method of the present invention comprises the following steps:
1) user operation each time of data collection module record and the time;
2) data collection module by user operation records in memory device;
3) data analysis module reads user operation records from memory device;
4) data analysis module counting user operating habit;
5) data analysis module is by user operation habits, calculates user operation possible in the following time period;
6) data analysis module is according to step 5) result, formed power save scheme.
7) electricity-saving control module is according to step 6) power save scheme, complete the setting of each functional module.
See Fig. 2, be operating as example with certain user at special time, specific embodiments of the invention be described:
Certain user, on every Mondays, during 17:00 to 18:00, uses 3G online or viewing video, plays music.18:00 to 23:00, connects wifi, plays games or social software.17:00 to 23:00 converses once in a while.23:00 opens offline mode later and charges.This behavior repeated several times.
1,17:00 data analysis module is according to historical operation behavior on every Mondays before user, prediction is within the ensuing time period, the probability of following user operation is respectively: data service 75%, multimedia 20%, WIFI 0%, bluetooth 0%, call 5% (other module is slightly, lower same).
2, data analysis module is by the function probability in step 1, generates power save scheme: turn-on data business, closes WIFI, bluetooth.
3, electricity-saving control module is by the scheme in step 2, checks and modify feature module installation: current data service is closed condition, changes into and opening.Current WIFI is opening, changes closedown into.Current Bluetooth is closed condition, inoperation.
4,17:30, user dials and makes a phone call.The contents such as the time that this operates by data handsets module, affiliated functional module, are sent to data analysis module.
5, the operation that this calls by data analysis module is updated in historical record, as the data source of next behavior prediction.
6,18:00 data analysis module is according to the historical operation before user, predicts in the ensuing time period, and the probability of following module user operation is respectively: data service 0%, multimedia 0%, WIFI 80%, bluetooth 0%, call 20%.
7, data analysis module is by the function probability in step 6, generates power save scheme: close data service and bluetooth, open WIFI.
8, electricity-saving control module is by the power save scheme in step 7, checks and modify feature module installation: current data service is opened, and changes closedown into.Current WiFi closes, and changes into and opening.Other functional module is not revised.
9,23:00 data analysis module is according to the historical operation before user, predicts in the ensuing time period, and the probability of following module user operation is respectively: data service 0%, multimedia 0%, WIFI 0%, bluetooth 0%, call 0%.
10, data analysis module is by the function probability in step 9, generates power save scheme: offline mode, and turns down screen intensity, reduces processor frequencies.
11, electricity-saving control module is by the power save scheme in step 10, checks and modify feature module installation: current flight pattern is closed, and changes into and opening.Current screen brightness is normal, is revised as low.Current C PU frequency is normal, is revised as low.
Claims (4)
1. an intelligent terminal electricity-saving system, is characterized in that: this system comprises with lower module:
Data collection module: collect user operation action, and history of forming record, store data in terminal equipment, and be supplied to data analysis module;
Data analysis module: obtain user operation records from data collection module, complete Function Classification, historical operation custom is gone out again according to this data statistics, and according to historical operation prediction user operation, form power save scheme by after possible operative combination, and final result is sent to electricity-saving control module;
Electricity-saving control module: obtain power save scheme from data analysis module, and according to the setting in power save scheme, close or adjust each functional module;
Described data analysis module is connected with data collection module and electricity-saving control module respectively.
2. intelligent terminal electricity-saving system according to claim 1, is characterized in that: described terminal equipment is mobile phone, wearable smart machine or portable computer.
3. intelligent terminal electricity-saving system according to claim 1, is characterized in that: described functional module is network function module, Presentation Function module or processor frequencies module.
4. realize an electricity saving method for intelligent terminal electricity-saving system according to claim 1, it is characterized in that: the method comprises the following steps:
1) user operation each time of data collection module record and the time;
2) data collection module by user operation records in memory device;
3) data analysis module reads user operation records from memory device;
4) data analysis module counting user operating habit;
5) data analysis module is by user operation habits, calculates user operation possible in the following time period;
6) data analysis module is according to step 5) result, formed power save scheme;
7) electricity-saving control module is according to step 6) power save scheme, complete the setting of each functional module.
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| CN201410850285.8A CN104618994A (en) | 2014-12-30 | 2014-12-30 | Intelligent terminal power saving system and method |
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| CN201410850285.8A CN104618994A (en) | 2014-12-30 | 2014-12-30 | Intelligent terminal power saving system and method |
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105159432A (en) * | 2015-08-20 | 2015-12-16 | 北京旋极信息技术股份有限公司 | Wearable apparatus supporting power saving function and power saving method |
| CN105929927A (en) * | 2016-04-19 | 2016-09-07 | 乐视控股（北京）有限公司 | Method and device for reducing power consumption of intelligent equipment |
| CN105979087A (en) * | 2016-05-06 | 2016-09-28 | 捷开通讯(深圳)有限公司 | Server and method for optimizing user experience |
| CN107231482A (en) * | 2017-06-22 | 2017-10-03 | 奉化波导软件有限公司 | It is a kind of to avoid user from bowing the method for operating handset terminal |
| CN107817891A (en) * | 2017-11-13 | 2018-03-20 | 广东欧珀移动通信有限公司 | Screen control method, device, equipment and storage medium |
| CN109302737A (en) * | 2018-08-29 | 2019-02-01 | 硕诺科技（深圳）有限公司 | A kind of method of night network unaware intelligent power saving |
| CN111627450A (en) * | 2020-07-28 | 2020-09-04 | 南京新研协同定位导航研究院有限公司 | Extended endurance system of MR glasses and endurance method thereof |
| CN116007138A (en) * | 2022-12-06 | 2023-04-25 | 珠海格力电器股份有限公司 | Intelligent reminding method, system, device and medium for device use |
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| CN107231482B (en) * | 2017-06-22 | 2020-03-27 | 奉化波导软件有限公司 | Method for preventing user from lowering head to operate mobile phone terminal |
| CN107231482A (en) * | 2017-06-22 | 2017-10-03 | 奉化波导软件有限公司 | It is a kind of to avoid user from bowing the method for operating handset terminal |
| CN107817891B (en) * | 2017-11-13 | 2020-01-14 | Oppo广东移动通信有限公司 | Screen control method, device, equipment and storage medium |
| CN107817891A (en) * | 2017-11-13 | 2018-03-20 | 广东欧珀移动通信有限公司 | Screen control method, device, equipment and storage medium |
| CN109302737A (en) * | 2018-08-29 | 2019-02-01 | 硕诺科技（深圳）有限公司 | A kind of method of night network unaware intelligent power saving |
| CN111627450A (en) * | 2020-07-28 | 2020-09-04 | 南京新研协同定位导航研究院有限公司 | Extended endurance system of MR glasses and endurance method thereof |
| CN116007138A (en) * | 2022-12-06 | 2023-04-25 | 珠海格力电器股份有限公司 | Intelligent reminding method, system, device and medium for device use |
| CN116007138B (en) * | 2022-12-06 | 2024-07-09 | 珠海格力电器股份有限公司 | Intelligent reminding method, system, device and medium for device use |
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Effective date of registration: 20170608 Address after: 710077 Shaanxi city of Xi'an province high tech Zone No. 211 HUanpu Ba Lu day Valley Industrial Park C Building 5 floor Applicant after: XI'AN YIPU COMMUNICATION TECHNOLOGY CO., LTD. Address before: 710075, Shaanxi, Xi'an hi tech Zone, two North Road Crystal International Building No. 21002, room 2 Applicant before: Xi'an Qianyi Enterprise Management Consultation Co., Ltd. |
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Application publication date: 20150513 |