671 results about "Smart community" patented technology

The invention discloses a smart community management system based on the Internet of things, comprising a smart community monitoring host used as an intelligent application layer. The smart community monitoring host comprises a community intelligent service system, a community unit management system, and a community intelligent management system. The community unit management system is used for managing each household unit of each building, and is connected to the smart community monitoring host through a property management switch. The community intelligent service system comprises a community convenience medical system. The community intelligent management system comprises a community positioning monitoring system, a community safety early warning system, and a commodity access control system.

The invention relates to a smart community parking space management method. The method comprises the following steps that: (1) the vehicle information of residents is inputted into a smart community background management system in advance, the information is associated, and the associated information is stored in a database; (2) when a vehicle enters a community, a gate station camera shoots the vehicle and transmits a vehicle image to the smart community background management system; (3) each parking space of the community is provided with a video acquisition device, the video acquisition device can acquire the license plate number of a parked vehicle and identifies the image and extracts the license plate number; and (4) parking space navigation and vehicle search navigation are performed through video identification, and therefore, a proprietor can be assisted to find a region for him or her to park the vehicle. With the method provided by the technical schemes of the invention adopted, effective management of the parking spaces in the community by the property management depart of the community can be facilitated; the proprietor can inquire an effective parking space and search his or her vehicle fast and timely; and the security protection effect of the community can be improved, and foreign vehicles are registered and recorded, so that intelligent management can be realized, and undisciplined parking can be corrected.

The invention discloses a smart community monitoring system, including an access control system for opening a door when the first human body feature information of a person trying to open a corresponding door is verified to be successful, an elevator control unit for unlocking the button for a target floor in an elevator for a first preset time when the second human body feature information of a passenger is verified to be successful, a video monitoring unit for acquiring real-time video images in a community, a security detection unit for detecting whether someone fall down according to the video images and alarming when a person falls down over a second preset time, a person recognition unit for detecting a facial image in the video images and comparing the facial image with a prestored target person image and alarming when detecting a facial image consistent with the target person image, a rubbish detection unit for alarming when detecting the rubbish quantity at a rubbish spot exceeds standards, and a smart home unit for performing indoor safety protection and environmental conditioning. According to the invention, real-time smart monitoring and safeguard of the community are achieved.

The invention discloses a smart community management system, which is characterized by comprising a smart community service platform, wherein the smart community service platform is connected to a community information sharing service system, a community interaction service system, a community commercial service system, a community management service system, a community security protection service system and a wireless intelligent home service system, meanwhile, the smart community service platform is connected to a personal computer or mobile communication equipment. According to the smart community management system, a platform for information sharing and interaction is constructed for different main bodies of a community, so that the security level of the community is improved, and great convenience is brought to the lives of community residents.

The invention relates to the technical field of system integration and provides a system integration platform for a smart community. The system integration platform comprises a wireless network coverage communication system, an access control system, a resident parking system, a visitor parking system and a security and protection monitoring system, wherein the wireless network coverage communication system provides wireless network service to residents in the smart community; the access control system carries out permission identification on cars and people who come in and go out of access doors of the community and people who come in and go out of the access doors of buildings; the resident parking system intelligently guides the resident cars which enter the community and reminds car owners of parking the cars safely; the visitor parking system is used for registering the visitor car which enters the community and guides the visitor car to park in a visitor parking region; the security and protection monitoring system carries out video monitoring on all regions of the community; and a host system manages and monitors the residents, the resident car, the visitor car and people who enter the cell. The system integration platform realizes intelligent management for the community, guarantees the safe operation of the community and provides convenience for the resident.

The invention provides a smart community security and protection system based on face recognition and a detection method. The intelligent community security and protection system comprises a face collection module, a face recognition module, a control module, an alarm module, a property management module and a public security alarm module. The face collection module is used for collecting face information of people entering and exiting the community and transmitting the face information to the face recognition module; The face acquisition module adopts a plurality of high-definition cameras; The high-definition cameras are respectively arranged at a community entrance, a building entrance, the entrance of each resident and the periphery of the building; The face recognition module is usedfor comparing the collected face information with an information database and outputting an evaluation result to the control module; The control module is connected with the community monitoring management platform and the alarm module. And the alarm module transmits alarm information to the property management module and the public security alarm module respectively. The device has the advantagesof being safe, reliable, time-saving, labor-saving, high in detection efficiency and high in intelligent degree.

A method for perceive and processing multidimensional information including multidimensional data acquisition, multidimensional data joint processing and after-processing data application, The multi-dimensional data collection includes bayonet passing data, wifi probe detection data, multi-dimensional perception door collection data, face data taken by human face equipment, rfid record data, electronic fence collection data, etc., and collects 110 police information, police force, case, population data, Internet cafe hotel, hotel accommodation, intelligent police kiosk, smart community and other data; Multi-dimensional data joint processing includes spatial clustering analysis and relational map analysis. The application of processed data includes: portrait early warning, accompanying personnel analysis, foothold analysis, lingering vehicle analysis, time-space intersection analysis, peer analysis, daytime and nighttime analysis, daily routine analysis, vehicle decoration analysis, deployment analysis, and crime pattern analysis.

The embodiment of the invention discloses a smart community management system for an edge computing server on the Internet of things, The smart community management system comprises: a perceptual layer, an operations layer, a platform layer, and an application layer; the sensing layer is comprised of a plurality of intelligent hardware, the sensing layer uploads the data of the intelligent hardware to the operation layer through the network layer, The edge computing server in the operation layer processes the data, the platform layer is a smart community cloud platform, the operation layer isconnected with the platform layer through the multicast technology, the application layer is an interactive entrance of the smart community cloud platform, and the application layer comprises a plurality of application modules to realize different interactive control. The invention solves the problems of low intelligence degree and low safety coefficient of the existing community management system.

The embodiment of the invention belongs to the field of artificial intelligence. The method is applied to the field of smart communities, and relates to a model training method under a federated learning network and related equipment thereof, the federated learning network comprising a central client and a plurality of nodes is established, a control node receives an initialization model as a local model, and the control node uses local data to train the local model to obtain gradient information; controlling the central client to generate global information according to the gradient information; the control node obtains gradient information of other nodes according to the global information, uses the gradient information to test a local model of the current node to obtain accuracy, adjusts the global information according to the accuracy, and updates the local model of the current node; obtaining a result model until the model converges; and inputting the user data received by the node into a result model corresponding to the node to obtain recommendation information output by the result model. The gradient information of each node may be stored in a blockchain node. According tothe invention, personalized training of local models of different nodes is realized.

The invention discloses an integrated intelligent community system based on internet of things. The system comprises a real estate application layer, a data transmission layer and a service managementlayer; the data collection, the video monitoring, the automatic alarming and intelligent identification are integrated by taking the community as a unit and based on the internet of things technology; the networking control and processing are performed on the safety loophole information of the community, the resource utilization and the community service in a unified way; the referred fields comprise community security guard, electrical fire monitoring, fire-fighting equipment supervision, community energy management, service for life, service for the aged, the community entry-exit management, and intelligent parking; the coverage range is wide, the operation efficiency is high, a problem that the existing intelligent community system relies too heavily on the offline personnel, and the intelligent community management is really realized.

The invention relates to a smart community system based on a big data mining algorithm, comprising a community platform and a user terminal which are connected through a network; the user terminal accesses the community platform to obtain information; the user terminal comprises a resident terminal, a public service institution terminal and a commercial tenant terminal; the community platform obtains resident personal information and behavior data, service data related to the resident personal information and consumption data related to the resident personal information from the resident terminal, the public service institution and the commercial tenant terminal, performs data mining analysis and resident requirement prediction, pushes behavior suggestion to the resident terminal, and pushes a service suggestion and a market activity suggestion to the public service institution terminal and the commercial tenant terminal. Compared with the prior art, the smart community system adopts big data mining to realize supply-need-chain type prediction, pushes individualized suggestion, achieves a win-win situation that residents, commercial tenants and public service institutions can benefit from and can help government management.

The invention relates to a smart community home gateway-based safety payment method. The smart community home gateway-based safety payment method comprises the following steps: a, wirelessly connecting a home gateway with a terminal through a Zigbee mode and establishing a safety payment center in the home gateway; b, submitting a financial payment enabling request by the terminal and prompting the terminal to input a payment admission password by the home gateway; c, establishing a payment key by the safety payment center by using an SKKE (Symmetric-key Key Establishment) protocol; d, encrypting an MAC (Media Access Control) address of the home gateway by the safety payment center by using a binding key and transmitting to a bank server together with corresponding financial payment account and password; and e, checking the transmitted financial payment account, the password, the decrypted MAC address and the MAC address extracted in the transmitted information by the bank server, and performing payment operation when the financial payment account, the password, the decrypted MAC address and the MAC address extracted in the transmitted information are correspondingly consistent. The smart community home gateway-based safety payment method is convenient in payment operation, and the safety and the reliability of payment are improved.

The invention provides an account system construction method based on an intelligent community cloud platform. The account system construction method based on the intelligent community cloud platform comprises the following steps: account system configuration, user login certification, and authority acquiring and interface presence. The account system construction method is based on RBAC, and a 'residential quarter-authority-role-account' configuration is proposed according to requirements of an intelligent community. The account system construction method based on the intelligent community cloud platform comprises the following steps: establishing various basic residential quarters; configuring authority through List Picker and binding the authority with one or a plurality of residential quarters, establishing a role, and storing the role in a cloud database; and finally, combining one or a plurality of roles into an account. After being analyzed in an encrypted manner, the login certification of a user is cryptographically checked through a stored original account, and a check result is read from session information in subsequent logging-in to reduce burden of a database. Acquisition of user authority is based on a corresponding selected residential quarter, a role authority set of the selected residential quarter authority in the account is read; operation authority is given; and a right interface is presented. Cross configuration of a plurality of residential quarters, a plurality of roles and a plurality of authorities is realized, and therefore, expansibility, safety and economy of the platform are improved.

The invention discloses a mobile-internet-based smart community control method. The method comprises the following steps: specific information of a community is reported and recorded into a xiaoya community platform and is stored into a aliyun server; proprietors and residents carry out home authentication and become users of the xiaoya community platform; data synchronization is carried out, and users of the community, unit management equipment, communication management equipment and wall management equipment are connected to become friends in a friendly environment by the community platform; and the community platform carries out various work containing multiple responses to one calling, call forwarding, audio-video switching, proprietor password customization, visitor password authorization, key case providing, two-dimensional-code-based door opening, warning and capturing, and self-service advertising and the like. According to the invention, the provided xiaoya community platform relies on the internet and the traditional product mode of building intercom and entrance guard is changed. Therefore, the user does not need to interact with the product directly and can experience convenience services like video placing, unlocking, and warning and the like by the mobile internet, thereby bringing great convenience for the user.

The invention provides a smart community property service and community service system based on the Internet of Things, and belongs to the technical field of property management. The system comprisesa system main station, a communication network, a public device, a user intelligent terminal and a property management terminal. The public equipment is connected with the system main station througha communication network, and the user intelligent terminal is connected with the system master station through a communication network. The system master station comprises a service master system connected with the communication network, and a database platform, a property management module, a public security module, a tax module and a shopping mall module which are respectively connected with theservice master system, and the property management module, the public security module, the tax module and the shopping mall module are respectively connected with the database platform. According tothe system, the property companies, public security officers, tax authorities, social residents, natural persons, entity e-commerce, manufacturers and the like are integrated as service objects, and the requirements of intelligent communities for intelligentization, safety, convenience and the like of community properties are met.

The invention provides a 5G based smart community application service system, which comprises an application service layer, a front-end perception layer, a network communication layer, a cloud servicelayer, a data analysis layer and a basic management layer, wherein the application service layer provides various application services for communities and residents through a cloud platform and APP software; the front-end perception layer collects community information; the network communication layer is constructed according to at least one of the following access networking technologies, and enables novel multi-hop communication of a link layer, an Internet-of-Everything sensor network, a cellular network, a local area network and Bluetooth to form community network communication; the cloudservice layer performs data analysis and data storage on the community information uploaded by the network communication layer, and performs instruction transmission and information display accordingto an obtained analysis result; the data analysis layer performs analytical processing on the community information collected by the front-end perception layer; and the basic management layer performs monitoring, maintenance and management on the whole system. The 5G based smart community application service system can provide more intelligent, convenient and efficient services for the communities and residents, and greatly improves the living quality of the residents. Meanwhile, the 5G based smart community application service system lays a solid foundation for the modernization constructionand industrial structure transformation and upgrading.

The invention relates to a spatial-temporal-characteristic-based detection and service method for a parking space state of a community. An empty state of the parking space is detected based on a spatial-temporal characteristic and a real-time image of the parking space; and a parking service is provided for a vehicle owner at the time and space dimensions. The method can be widely applied to the detection and service of the parking space state of the smart community. According to the detection algorithm, on the basis of the real-time image characteristic of the parking space, a current empty state level is determined by combining concrete time as well as parking event scenarizing elements like the type of the functional zone where the geographic position of the parking lot is located. In terms of time dimension, the service system provides future prediction of the empty state level of the parking space; and in terms of space dimension, a spatial association analysis is carried out on the number of stalls at the parking lot near the target functional zone. Therefore, the detection level for the empty state of the parking space of the parking lot can be improved and the method has the great guidance significance in improving the stall management and service quality.

The application provides a method and system for smart community face recognition. The method of the application includes: acquiring a face image of a target human body; performing edge detection on the face image, and dividing the face image into a plurality of regions according to a closed edge; performing texture extraction on a key region in the plurality of regions to generate a texture feature vector of the key region, wherein the key region being a face organ region determined according to a clustering rule; and comparing and recognizing the key region based on the texture feature vector, and then determining the identity information of the target human body. The method and system of the invention are a few in collected facial features, small in amount of calculation, simple in algorithm, and high recognition speed, thereby improving the speed of face recognition, adapting to actual conditions such as distributed low-configuration hardware resources, mass recognition objects andhigh-frequency triggering in a smart community scenario, and realizing face recognition in an efficient, reliable, fast and low-cost manner.

The invention provides a smart community three-dimensional monitoring platform and method. The smart community three-dimensional monitoring platform comprises a community management module, a three-dimensional display module, a senior citizen service module, an inquiry statistics module, a system management module and a quick navigation module. With the modules working cooperatively, the smart community three-dimensional monitoring platform and method have the advantages that comprehensive monitoring information and comprehensive functions are achieved, especially, the outdoor position and the indoor position of a senior citizen under guardianship can be obtained at the same time, and therefore better services can be provided for senior citizens.

The invention relates to a service information pushing method and system. The service information pushing method includes the steps that a two-way data transmission mode between an intelligent terminal and a cloud server and between a manager client side and the cloud server is established through a communication network; service requests are acquired and managed by the intelligent terminal, and the acquired service requests are transmitted to the cloud server; the cloud server transmits the service requests to the manager client side, the manager client side conducts individuation processing on the service requests, and information and service feedback matched with the service requests are pushed to the intelligent terminal through the cloud server according to the individuation processing result. By the adoption of the service information pushing method and system, the defect of interaction of traditional cell service information processing and pushing is overcome, real time performance is high, the application range is wide, performance is stable, price is low, features of smart cells are enriched, and good social benefits and economic benefits are possessed.

The invention belongs to the technical field of intelligent management, and relates to a cloud platform management system for a smart community. The system comprises a public security cloud service subsystem, a street cloud service subsystem, a property cloud service subsystem, a resident cloud service subsystem and a house renting cloud service subsystem which are in network connection to form the cloud platform management system. Cloud computing, big data and Internet of Things technologies are adopted, so that integration and analysis of community front-end management system data and modular management of multiple subsystems are achieved; artificial intelligence, deep learning and other technologies are adopted, convenience and resident-benefiting services are provided for community residents, a comfortable ecological environment is created, and a sustainable smart community is created; and meanwhile, accurate service is provided for the residents, and management is carried out in the service; through information sharing and resource integration, transformation and upgrading of community management are realized.

The invention relates to intelligent management of a community, particularly to an internet-of-things-based intelligent community management system comprising a central intelligent management and control system, an information network system, a security prevention system and an infrastructure management system. The central intelligent management and control system carries out management and control on the security prevention system and the infrastructure management system by using the information network system. According to the invention, prevention and troubleshooting of danger may occur in a community are carried out by using a perimeter crossing alarm system, an electronic patrol system, an access control system and a household alarm system, thereby guaranteeing security of the community; the central intelligent management and control system is used for carrying out unified management and scheduling, so that the management staff can manage the community conveniently. Therefore, intelligent management of the community is realized by the system and comfort and convenience of living are improved.

The invention provides a wisdom community collaborative management service system, relates to the improvement of a community management system, and specifically relates to the wisdom community collaborative management service system. The system uses the Internet of Things as the basis of the architecture system. From the perspective of technical principle, the system is composed of an applicationlayer, a network layer, a cloud service layer, a communication layer and a perception layer. From the perspective of structural composition, the system consists of a basic cloud platform, a client application side, a community home management subsystem, a community safety management subsystem, a community energy management subsystem and a community water supply and drainage power distribution management subsystem. According to the invention, the architecture is unified; original various independent systems are connected to realize linkage of various subsystems within a community; unified supervision is used, and the community information is collected and processed in a unified mode; a platform is provided for multiple applications; a unified application interface is provided; a unified communal facility supervision platform is established; and different types of devices in the community are monitored, controlled and managed by the same platform.

The invention relates to a smart community electricity consumption real-time prediction method and device based on depth learning. The method comprises the steps of (1) obtaining the historical electricity consumption data of a community to be predicted, (2) constructing an electricity consumption database comprising the historical electricity consumption data in step (1) in a distributed real-time processing frame Storm, (3) using the electricity consumption database in the step (2) to train a convolutional neural network, and obtaining a convolutional neural network model, and (4) inputting the electricity consumption data of a community to be predicted of a current certain time period and obtaining a result of predicted electricity consumption amount. The method and the device have the advantages that the optimal weight of a community electricity consumption database is extracted through an artificial neural network, the accuracy of detection is effectively improved, on the basis of the Storm, the parallel community electricity consumption prediction is implemented, and a purpose of real-time prediction is achieved.

The invention relates to the field of community security and protection, in particular to a multi-camera linkage multi-target tracking method and system for a smart community. Human body features andhuman face features are extracted by using a convolutional neural network and are combined with Kalman filtering estimation. The distance is calculated by using the Mahalanobis distance, the similarity of the features is measured by using the cosine distance, then weighted calculation is performed on the two measurements, and the final result is judged by the face recognition result in an auxiliary manner. The method can adapt to a scene with a complex community environment, has multi-camera linkage target tracking, reduces the probability that the target tracking trajectory identifier is changed due to shielding and the like to a certain extent, and has important significance for community management, public security criminal investigation and the like.

The invention discloses a smart community integrated service platform, and relates to the technical field of Internet of Things. The smart community service system comprises a smart community serviceplatform, a service manager, a cloud information base and a network server, a property management system, a convenience service system, a community security and alarm system, a smart home system and apublic information system are integrated in the smart community service platform. One end of the smart community service platform is in bidirectional connection with the cloud information base, the network server and the service manager through data transmission lines. And one end of the cloud information base is bidirectionally connected with a big data processing and analyzing unit. According to the platform, by arranging the smart community service platform, the property management system, the convenience service system, the community security and alarm system, the smart home system and the public information system are integrated. Through integrated integration, the internet of things, cloud computing and the mobile internet are fully utilized, and a safe, comfortable, convenient, modern and intelligent living environment is provided for community residents.

The invention discloses a public opinion prediction method based on smart community network big data, relates to the technical field of internet information processing, and particularly relates to the public opinion prediction method based on the smart community network big data. The public opinion prediction method comprises the following steps that firstly, network public opinion data cleaning is performed and the sample number and noise are reduced; secondly, network public opinion feature extraction is performed; and finally network public opinion model construction and network public opinion prediction are performed. The public opinion prediction method is applied to the internet platform to predict the network public opinions of online communities so that exposure of the valuable content can be increased and spreading and interaction of the content can be enhanced, the negative content can be suppressed and the further baneful influence can be prevented, and thus the public opinion prediction method has a positive effect to the society.

The invention discloses a smart community home intelligent security management system which comprises the components of an indoor security module, a balcony security module, a door-and-window security module, a positioning module and a joint defending alarm host computer. The indoor security module, the balcony security module, the door-and-window security module and the positioning module are connected with the joint defending alarm host computer through WiFi. The joint defending alarm host computer is connected with a property security center platform and an APP client through GSM or GPRS or WiFi. Three modes, namely an off-home defense preparing mode, an in-home defense preparing / withdrawing mode and a forced alarm defense withdrawing mode are preset in the joint defending host computer. The smart community home intelligent security management system is advantageous by settling the problems of incapability of performing safe defense preparing and defense withdrawing according to an actual condition, electric energy wastage and accidental alarm caused by accidental touch of an alarm device by a family member in a traditional home security system.

The invention relates to a smart community management system, which solves problems that a conventional smart community is low in intelligentization or the like. The management system comprises an application service unit. The application service unit is connected with a basic resource unit through a communication module. The application service unit is connected with a terminal unit through a portal unit including a user portal server and / or a management portal server. The application service unit comprises any one or more combinations from a safe community sub-unit, a convenience-for-people community sub-unit, an intelligent household sub-unit and a smart property sub-unit. The basic resource unit comprises any one or more combinations from a cloud basic resource module, a basic database module, a map engine module, an information engine module, a payment platform module and a data mining engine module. The advantages are that the system enables residents to have a safe, comfortable, warm and convenient living environment, enables property management to be easier and more convenient, saves manpower, and enables property management to be more highly efficient and convenient.