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1447results about How to "Ensure fairness" patented technology

Unmanned aerial vehicle network hovering position optimization method based on multi-agent deep reinforcement learning

The invention discloses an unmanned aerial vehicle network hovering position optimization method based on multi-agent deep reinforcement learning. The method comprises the following steps: firstly, modeling a channel model, a coverage model and an energy loss model in an unmanned aerial vehicle to ground communication scene; modeling a throughput maximization problem of the unmanned aerial vehicleto ground communication network into a locally observable Markov decision process; obtaining local observation information and instantaneous rewards through continuous interaction between the unmanned aerial vehicle and the environment, conducting centralized training based on the information to obtain a distributed strategy network; deploying a strategy network in each unmanned aerial vehicle, so that each unmanned aerial vehicle can obtain a moving direction and a moving distance decision based on local observation information of the unmanned aerial vehicle, adjusts the hovering position, and carries out distributed cooperation. In addition, proportional fair scheduling and unmanned aerial vehicle energy consumption loss information are introduced into an instantaneous reward function,the fairness of the unmanned aerial vehicles for ground user services is guaranteed while the throughput is improved, energy consumption loss is reduced, and the unmanned aerial vehicle cluster can adapt to the dynamic environment.
Owner:DALIAN UNIV OF TECH

Electric vehicle charging station sequential charging control method based on dynamic time-of-use electricity price

The invention provides an electric vehicle charging station sequential charging control method based on a dynamic time-of-use electricity price. According to the method, a charging time-of-use electricity price preferential period is obtained through calculation according to the charging requirement of electric vehicles in a charging station and the maximum charging load of a power grid and is provided for clients, and whether charging is started immediately or charging is started till the electricity price becomes lower is selected by the clients themselves so that the purpose of coordination control over sequential charging of the electric vehicles in the charging station can be achieved. By means of the method, it is effectively facilitated that the electric vehicles in the charging station are charged during a night valley electricity price period, and accordingly economic benefits of the electric vehicle station can be improved. Meanwhile, the charging peak load of the charging station can be effectively controlled, and the negative effect of electric vehicle charging on the power grid is reduced to the maximum. A calculation model is simple, computational efficiency is high, and the requirement for hardware environment of a control system is low; because the clients make decisions by themselves once the electricity price is issued at one time, charging can be continuous and reliable, and the negative effect of frequent on-off of chargers in an existing sequential charging strategy on the service life of batteries and the chargers is effectively reduced as well.
Owner:TSINGHUA UNIV +3

Regional public opinion monitoring and decision-making auxiliary system and method based on big data

A regional public opinion monitoring and decision-making auxiliary system based on big data comprises an information acquisition and storage module, a data pre-processing module, a big data public opinion analysis module, a public opinion monitoring, early warning and decision-making auxiliary module and a background management module, wherein the information acquisition and storage module is used for carrying out structuralized storage management on acquired public opinion source information to form a regional big data public opinion knowledge base which is updated in real time; the data pre-processing module is used for pre-processing data in the regional big data public opinion knowledge base to form a complete and ordered data set; the big data public opinion analysis module is used for carrying out public opinion analysis and tendency prediction on hot topics with appointed conditions and the like to obtain a public opinion analysis and tendency prediction result; the public opinion monitoring, early warning and decision-making auxiliary module is used for carrying out real-time monitoring and tracking, management and persuasion on customized public opinions dug and analyzed by sensitive word pairs in a pre-defined sensitive word bank, and announcing the customized public opinions to a decision maker in manners of in-station messages, short messages and mails; and the background management module is used for carrying out public opinion information classification management, user and authority management, keyword management, acquisition management, content management, special topic management and analysis report management.
Owner:WUHAN TIPDM INTELLIGENT TECH

Method and system for merchant to participate in delivery staff order competition

The invention discloses a method and system for merchants to participate in delivery staff order competition and is applicable to the technical field of order allocation of an internet O2O industry and a city wide logistics industry. The method comprises the steps that a server receives delivery orders and delivery demands issued by the merchants through smart terminals and pushes order information to all online delivery ends; the server receives order competition instructions fed back by the delivery ends, preliminarily screening a plurality of delivery staff according to the order competition instructions of the delivery ends and the delivery demands proposed by the merchants and pushes the information to the merchants; and the merchants carries out secondary selection on the preliminarily screened delivery staff, and the server pushes final order competition results to related delivery ends. According to the method and the system, through adoption of a mode for the merchants to participate in the delivery staff order competition, the enthusiasm of the delivery staff is fully aroused, moreover, the previous working quality of the delivery staff is taken into full consideration, the participation degree and supervision degree of the merchants for delivery links are enhanced, and the integrated quality of the order delivery service is effectively improved.
Owner:温泉

Distribution method of united power and channels in cognitive wireless network

The invention discloses a distribution method of united power and channels in a cognitive wireless network. The distribution method of the united power and the channels in the cognitive wireless network comprises the steps that (1) interference between a primary user and a cognitive user on each channel in the multi-channel cognitive wireless network and among cognitive users is quantized and limited; (2) a utility function defining the behavior that each cognitive user is accessed to a frequency spectrum serves as a handling capacity, and the optimal solution of the utility function of the cognitive users is solved in a distributed mode by constructing a non-cooperative game frame so that the performance of the entire network can be optimal; (3) a corresponding price function is introduced to price resource occupation behaviors of the cognitive users, and selfishness of the cognitive users is limited; (4) a potential game model is built by utilizing a non-cooperative game, and astringency of the potential game model is guaranteed. The distribution method of the united power and the channels in the cognitive wireless network has the advantages of solving the problem of distribution of the united power and the channels in a distributed mode by utilizing the price function and the potential game model, and improving distribution fairness of network resources and the utilization efficiency of the frequency spectrum.
Owner:STATE GRID CORP OF CHINA +2

System and method for regulating message flow in a digital data network

InactiveUS7283471B2Fairness among all virtual circuits for buffer resourcesStop transmissionError preventionFrequency-division multiplex detailsDigital dataPathPing
A system includes a plurality of computers interconnected by a network including one or more switching nodes. The computers transfer messages over virtual circuits established thereamong. A computer, as a source computer for one or more virtual circuit(s), schedules transmission of messages on a round-robin basis as among the virtual circuits for which it is source computer. Each switching node which forms part of a path for respective virtual circuits also forwards messages for virtual circuits in a round-robin manner, and, a computer, as a destination computer for one or more virtual circuit(s), schedules processing of received messages in a round-robin manner. Round-robin transmission, forwarding and processing at the destination provides a degree of fairness in message transmission as among the virtual circuits established over the network. In addition, messages are transmitted in one or more cells, with the round-robin transmission being on a cell basis, so as to reduce delays which may occur for short messages if a long messages were transmitted in full for one virtual circuit before beginning transmission of a short message for another virtual circuit. For each virtual circuit, the destination computer and each switching node along the path for the virtual circuit can generate a virtual circuit flow control message for transmission to the source computer to temporarily limit transmission over the virtual circuit if the amount of resources being taken up by messages for the virtual circuit exceeds predetermined thresholds, further providing fairness as among the virtual circuits. In addition, each switching node or computer can generate link flow control messages for transmission to neighboring devices in the network to temporarily limit transmission thereto if the amount of resources taken up by all virtual circuits exceeds predetermined thresholds, so as to reduce the likelihood of message loss.
Owner:AVAGO TECH INT SALES PTE LTD

Hybrid automatic repeat request (HARQ) progress transmission method and device on unauthorized frequency band, base station and terminal

The invention provides a hybrid automatic repeat request (HARQ) progress transmission method and a HARQ progress transmission device on an unauthorized frequency band, a base station and a terminal. The HARQ progress transmission method comprises the steps of counting the number of times that each HARQ progress misses retransmission due to the fact that a data transmitting end executes a channel detection mechanism on the unauthorized frequency band, and/or counting a duration experienced by each HARQ progress from establishment to the time before the data transmitting end receives an ACK message; determining transmission priorities of each HARQ progress in retransmission according to the number of times that each HARQ progress misses retransmission and/or the duration experienced by each HARQ progress from establishment to the time before the data transmitting end receives the ACK message; and when every time it detects that the unauthorized frequency band can be occupied, distributing transmission resources to the HARQ progresses according to the transmission priorities of the HARQ progresses in retransmission. According to the method, the problem that data cannot be transmitted as the HARQ progress always cannot occupy the channel can be avoided, an average delay of the HARQ progresses is reduced, and increasing of the handling capacity of a system is facilitated.
Owner:YULONG COMPUTER TELECOMM SCI (SHENZHEN) CO LTD

Vote interaction method and device based on live broadcast room video stream bullet screens

ActiveCN106792229AGuaranteed time limit for votingEnsure fairnessSelective content distributionMultimediaInteraction method
The invention provides a vote interaction method and device based on live broadcast room video stream bullet screens. The method comprises the steps of receiving a vote request which is sent by a live broadcast room anchor user and comprises bullet screen information; synthesizing a drawn bullet screen layer into to-be-uploaded video stream of the anchor user according to the vote request, and displaying vote options corresponding to the bullet screen information and vote result information of live broadcast room member users associated with the vote options, in the bullet screen layer; determining the volte result information obtained by accumulating the vote information corresponding to the selected vote options sent by the live broadcast room member users in a live broadcast room, and correspondingly updating the vote result information to the bullet screen layer in to-be-uploaded video stream; and pushing the to-be-uploaded video stream into which the bullet screen layer is synthesized to the member users. According to the method and the device, the timeliness of the data is improved, the machine load of the live broadcast room member users is reduced, the interaction experience among the users is improved, and the great innovation is achieved.
Owner:GUANGZHOU HUYA INFORMATION TECH CO LTD

Task scheduling method and task scheduling device

The invention discloses a task scheduling method and a task scheduling device, wherein the method comprises the following steps of obtaining request information of TaskTrackers, wherein the request information is task requesting information sent when the TaskTrackers have an idle work groove; calculating the resource consumption features and the rest task proportion of each task queue, wherein the resource construction feature of any one task queue is obtained through calculation according to the CPU (Central Processing Unit) occupation rate, the memory occupation rate and the bandwidth occupation rate of operating tasks in the task queue, and the rest task proportion of any one task queue is the ratio value of non-operating tasks to all of the tasks in the task queue; selecting the task array achieving the effect that the product of the resource consumption feature and the rest task proportion in the task queue is not smaller than that of other task queues as a target task queue; and processing the non-operating tasks in the target task queue by using the idle work groove. Therefore the non-operating tasks in the task queue in urgent need of being processed are preferably processed, and the task execution efficiency is greatly improved.
Owner:INSPUR BEIJING ELECTRONICS INFORMATION IND

Automatic subjective-question scoring system and method based on semantic similarity interval

InactiveCN103955874AEliminate the problem of manual marking and collection interferenceQuality improvementData processing applicationsElectrical appliancesScore methodDegree of similarity
The invention discloses an automatic subjective-question scoring system and method based on a semantic similarity interval. The automatic subjective-question scoring method based on the semantic similarity interval comprises the following steps that the score S<total> of a question to be scored is initialized; the block length L is defined; a reference answer is segmented into a plurality of blocks with the lengths being not larger than L, and a reference answer block set R is formed; an answer to be scored is segmented into a plurality of blocks with the lengths being not larger than L, and a block set T of the answer to be scored is formed; the set R and the set T are compared, and the semantic similarity S<RT> of the set R and the set T is worked out; the S<RT> is mapped into the similarity interval, a score is recorded as S<final>, and scoring is finished. The automatic subjective-question scoring system based on the semantic similarity interval comprises an answer terminal, a subjective-question paper inspection module and an examination result generating module. According to the automatic subjective-question scoring system and method based on the semantic similarity interval, as for automatic paper inspection and scoring links of subjective questions, grading can be conducted on answers to the subjective questions according to semantic similarity threshold values, and therefore final scores can be given through score restriction and similarity scoring of all grades.
Owner:SOUTHWEST FORESTRY UNIVERSITY
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