Artificial intelligence algorithms assist urban traffic managers in making better decisions by analyzing and predicting information generated by traffic travel; in the future, intelligent traffic solutions will involve fewer and fewer people, and even reach The level of automated operation. So, what are the application paths of artificial intelligence in smart cities?
1. Computing power reconstruction network
With the deepening development of 5G construction, new trends have emerged in the integration of smart city cloud networks. First, supercomputing networking enables the sharing of computing power, algorithms and tools across regions and urban agglomerations. Second, The first is the networking of edge data centers to achieve unified scheduling and reuse of idle computing resources across the entire network. The third is computing power sharing to build a new security system.
Computing power and power One of the keys to reconstructing the network is to solve the problem of power consumption of 5G base stations and provide new opportunities for shared construction of poles and towers.
The era is coming when computing power is productivity.
2. Intelligent transportation system
##The biggest helper of the intelligent transportation system comes from automatic driving system. When self-driving cars become the main force in urban traffic, not only traffic safety can be guaranteed, but also after combining big data and route planning algorithms, self-driving cars can automatically avoid congested areas and choose the optimal route.
Before self-driving cars can truly completely replace human drivers, some assisted driving technologies and road control technologies have already entered daily life, such as automatic reversing based on sensors, cameras and control technologies. Library functions, pedestrian collision warning, front and rear collision warning, lane change warning, etc. Through comprehensive analysis of vehicle speed, distance between vehicles, and images, the computer can intervene in the driving of the vehicle a few seconds in advance, which can improve traffic safety. On the road, AI algorithms can already be used to control traffic lights. In 2016, Hangzhou's "Urban Data Brain" was tested on some road sections in Xiaoshan District. It used artificial intelligence algorithms to analyze vehicle data and road surveillance cameras to intelligently adjust traffic lights, increasing vehicle traffic speeds by an average of 3% to 5%, and some road sections improved 11
##3. Build the platform
## Building a smart city is a large and complex system project that requires strong support from modern information technologies such as the Internet, Internet of Things, artificial intelligence, big data, cloud computing, and mobile Internet. Artificial intelligence needs to be combined with various technologies to become an urban infrastructure platform facility. . By building an artificial intelligence basic platform, it can provide intelligent analysis support for the construction of future smart cities, and can also provide abundant computing power, algorithms and data resources for artificial intelligence R&D companies in the region.
The function of the artificial intelligence basic platform is mainly to connect two parties. On the one hand, it connects developers and some research institutions; on the other hand, it can connect to many downstream enterprises, and can connect relevant Technical capabilities are open to entrepreneurial teams who want to develop businesses in corresponding fields.
By establishing a big data artificial intelligence open source software basic platform, an artificial intelligence cloud service platform for terminal and cloud collaboration, new multi-smart sensor devices and integration platforms, and new products based on artificial intelligence hardware Basic platforms such as the design platform and the big data intelligent service platform in future networks have realized the widespread application of the platform model, and the multilateral ecological construction has taken initial shape.
4.AI entertainment and life
The entertainment and life market has a large space. Smartphone users in my country are highly receptive to new things and are willing to use new technologies to improve the experience of existing products. The instant popularity of short videos and beauty filters confirms this view. At present, augmented reality technology is mainly used in image and video pan-entertainment scenarios on personal mobile devices. In the future, with the upgrade and iteration of hardware devices, augmented reality technology will bring broader commercial value.
5. Universalization of artificial intelligence
Artificial intelligence already has many Implementation examples. With the inclusive application of artificial intelligence chips and new technologies, more and more scenarios are being included in artificial intelligence applications, and it is practical to use technology to improve quality and efficiency.
Visible examples: replacing cashiers through food recognition to solve the problem of high labor costs; another example is remote image recognition helping to solve the problem of insufficient doctor resources in marginal areas.
The great changes taking place: The inclusive application of artificial intelligence is changing human society. First, intelligent systems replace some complicated manual operations in the human-machine loop; second, human-machine Integration such as machine assistance and assistance to the disabled can solve the needs of elderly care and disabled people. The third is brain-computer interface to solve the problem of sensing people's thoughts, consciousness, and control of external intelligent systems.
Using artificial intelligence technology, all human-machine loops are worth studying whether and whether they can be redone.
In addition, the application prospects of artificial intelligence in the digital domain are unlimited, such as the development of new drugs.
In short, smart cities paint a picture of life that is convenient, fast, intelligent, efficient, and desirable for urban residents, and almost all of these scenes require the participation of artificial intelligence. The construction of smart cities cannot be accomplished overnight. In the process of embedding artificial intelligence technology into smart cities step by step, urban residents are slowly accepting the baptism of new ideas and new lifestyles, and human society will usher in a great change.
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