Holographic Signal Guidance System

Abstract

This invention relates to a system (1) that enables signal routing sensitive to holographic content and supported by artificial intelligence in 6G and later communication networks. The invention enables the creation of a holographic signal profile vector by associating the depth, brightness and color information of the holographic content with the phase, amplitude and frequency parameters, respectively. This vector is evaluated together with the content priority index and the multi-user interference channel matrix to perform content-priority dynamic pre-coding and determine the signal parameters for the phased array antenna (5).

Description

Holographic Signal Guidance System Technical Area This invention is for the transmission of holographic content in 6G and later communication networks. It relates to signal routing systems. Specifically, the invention relates to holographic content. depth, brightness, and color information related to signal parameters the transformation of the signal parameters in question using artificial intelligence. optimization, based on the content priorities of the multi-user initiative the management and transmission of holographic quality information obtained at the receiving end of the signal It relates to a system that provides feedback to the routing process. Previous Technique Beam steering in phased array antenna systems in the current state of the art. The process mostly involves communication factors such as user location or received signal strength. This is carried out based on the parameters. In this context, the beam signal-to-noise ratio or user location optimization in routing process is being transmitted, however, the depth, brightness and Properties such as color are not directly involved in the beam steering process. However, these approaches achieve the desired result by controlling the antenna elements. A beam pattern is being created. However, the depth of the transmitted holographic content, Antenna parameters are determined by analyzing brightness and color characteristics. transformation and content with these parameters and multi-user initiative information Priorities are not determined by joint evaluation. In the patent document numbered US9786986B2, which is included in the prior art Beamforming process in a reconfigurable holographic antenna structure. The system is explained. The approach here is to control the antenna elements. It is aimed at creating the desired beam pattern using method 1. However, the aforementioned The patent describes the analysis of the properties of the transmitted holographic content and the beam. The reason for the referral decision is not explained. Brief Description of the Invention The invention aims to direct signals by taking into account the properties of holographic content. The goal is to provide a system that performs this operation. Another objective of the invention is to determine the content priority of the holographic signal profile vector. Evaluation together with the index and multi-user initiative channel information. by enabling content-first dynamic pre-coding and thus content importance of sources regarding different information components of holographic content The goal is to ensure dynamic distribution accordingly. Another aim of the invention is to enable users to understand phased array antenna elements and the environment. the relationships between objects through an AI-based graphical model Beam direction and beam shaping through evaluation parameters according to environmental conditions and user requirements The aim is to ensure its identification. Another aim of the invention is to improve the holographic quality obtained as a result of holographic transmission. Phase array by feeding measurement data back into signal routing processing. dynamic updating of the signal parameters specified for the antenna to provide. Detailed Description of the Invention The "Holographic Content Sensitive" method was developed to achieve the purpose of this invention. The "AI-Powered Signal Routing System" is shown in the attached document, this shape; 2 Figure 1. Schematic view of the system described in the invention. The parts shown in the figure are individually numbered, and these numbers correspond to... The corresponding answers are given below. 1. System 2. Holographic Content Detection Array 3. Holographic Content Analysis Engine 4. Database 5-Phase Array Antenna 6. Server An invention that enables AI-powered signal routing sensitive to holographic content. subject system (1); - depth map of light field data relating to the holographic scene data, brightness distribution data, and color spectrum data at least one holographic content structured to enable its acquisition perception sequence (2), - light field, depth, taken from holographic content sensing array (2), the analysis of brightness and color spectrum data and the aforementioned to enable the determination of content characteristics related to the data at least one structured holographic content analysis engine (3), - holographic content analysis engine (3) and holographic content features, Holographic signal profile information, content priority information, beam parameters, environmental information, channel and interference information, and holographic the best structured to ensure the storage of quality measurement results a small database (4), 3 - Application of amplitude, phase and frequency parameters and the aforementioned To enable the direction of the electromagnetic signal according to the parameters. at least one phased array antenna configured to (5), - Signal of content features obtained from holographic content analysis engine (3) matching with its parameters, the holographic signal profile vector the creation of, content-first dynamic pre-coding the implementation, between the user, the antenna element and the medium object modeling relationships in a graph structure, environmental information evaluation, assessment of holographic quality information and amplitude, phase and frequency parameters for phase array antenna (5) It includes at least one server (6) that enables its determination. The holographic content sensing array (2) included in the system (1) which is the subject of the invention, light field data and depth map data relating to the holographic scene, brightness distribution data and color spectrum data from camera and Lidar (light to enable the obtainment of data from devices such as (sensing and distance measuring) It is structured. Holographic content detection array (2), holographic scene light field data containing spatial and angular information for each pixel, along with spatial and angular information regarding different viewing directions of the scene It is structured to obtain. Holographic content detection array (2), Obtaining a depth map of objects located within a holographic scene. It is structured as follows: Holographic content detection array (2), holographic to obtain the brightness distribution for different regions of the scene It is structured. Holographic content detection array (2), holographic scene It is structured to obtain the corresponding color spectrum. Holographic content sensing sequence (2) obtained light field, depth, brightness and color spectrum to transfer the data to the holographic content analysis engine (3) It is being structured. The holographic content analysis engine (3) included in the system (1) which is the subject of the invention, holographic light field, depth, brightness and color from content perception array (2) It is structured to enable the analysis of 4 spectrum data. Holographic content analysis engine (3) analyzes depth map data in the form of z(x,y). by analyzing to determine the depth characteristics of the holographic scene It is structured. The holographic content analysis engine (3) is in the form of L(x,y). By analyzing the brightness distribution data, the brightness characteristics of the holographic scene can be determined. It is structured to determine the holographic content analysis engine (3), C(λ) By analyzing the color spectrum data in this form, the color of the holographic scene It is structured to determine its characteristics. Holographic content analysis The engine (3), in one application form, provides depth and brightness to the holographic scene. and color properties, as well as the holographic content of these properties. to determine its relative distribution and the importance of information within it It is structured. The holographic content analysis engine (3) analyzes the light field data. by analyzing the content regarding the multidimensional light field structure of the holographic scene. It is structured to determine its characteristics. Holographic content analysis engine (3) sends the specified depth, brightness and color properties to the server (6) It is structured for transfer. The database (4) in the system (1) which is the subject of the invention is in communication with the server (6) It is configured to be and managed by the server (6). database (4), holographic content properties, holographic signal profile vectors, content priority index information, channel and initiative information, beam routing and beamforming parameters, pre-coding matrix information, phase sequence artificial intelligence determines the amplitude, phase and frequency parameters for the antenna (5). artificial intelligence model used in assisted beam optimization process parameters and weights and holographic quality measurement results, past holographic signal profile vectors, content priority index information, interference channel matrix, pre-encoding matrix, beam parameters and the aforementioned to store holographic quality measurement results regarding parameters It is being structured. 5 The phased array antenna (5) in the system subject to the invention (1) is provided by the server (6). By applying the generated amplitude, phase, and frequency parameters, electromagnetic It is configured to provide signal direction. Phased array antenna (5) consists of multiple antenna elements, and each antenna element to enable independent application of amplitude and phase parameters It is structured in such a way. Phased array antenna (5) assigns frequency sub-band assignments. It is configured to implement the phase array antenna (5). amplitude to create the targeted beam direction according to the parameters modifying the spatial distribution of the beam and frequency according to the parameters Different information components at different frequency sub-parameters according to their parameters. It is configured to enable transmission in the bands. Phased array antenna (5), the electromagnetic signal relating to the holographic content through the generated beam It is structured for transmission. The server (6) in the system (1) which is the subject of the invention, holographic content analysis engine (3), to communicate with the database (4) and the phased array antenna (5) It is configured. The server (6) receives content from the holographic content analysis engine (3). depth, brightness, and color spectrum information regarding the holographic scene to evaluate and convert that information into a signal that can be used in wireless transmission. It is configured to associate with its parameters. Server (6), Depth map in the form of z(x,y) obtained from the holographic content analysis engine (3). It is configured to evaluate the data. The server (6) is configured to evaluate the depth map. depth information contained within will be applied by the phased array antenna (5) to correlate with phase parameters and phase offset information It is configured. The server (6) uses the phase parameter of the depth information. As a result of associating different depth positions in the holographic scene phase that allows the electromagnetic signal to be represented through its phase component. It is configured to generate information. The server (6) provides holographic content. brightness distribution data in the form of L(x,y) obtained from the analysis engine (3) It is structured to evaluate the different aspects of the holographic scene. The server (6) Brightness information about the regions is transmitted to the antenna elements of the phased array antenna (5). It is structured to correlate with the 6 amplitude parameters to be applied. Server (6) correlates brightness information with amplitude parameter. As a result, there are differences in brightness between different regions of the holographic scene. enabling the representation of the electromagnetic signal through its amplitude component. It is configured to generate amplitude information. The server (6) is holographic color spectrum data in the form of C(λ) obtained from the content analysis engine (3) It is structured to evaluate. The presenter (6) is located on the holographic stage. Information regarding the field color components will be used by the phase array antenna (5). to associate with the frequency subband assignment information It is configured. The server (6) uses the frequency subbands of the color spectrum. As a result of their correlation, different color components of the holographic content Frequency information that enables representation via different frequency sub-bands. It is configured to create the depth map brightness. Server (6) phase, amplitude and frequency parameters of the distribution and color spectrum data The correlation results in a sample containing phase, amplitude, and frequency parameters together. It is configured to generate a holographic signal profile vector. Server (6) generated holographic signal profile vector by phase array antenna (5) to be used in beam guiding and shaping operations It is structured in such a way. The server (6) has a holographic image for each user. relative importance weights of the depth, brightness and color properties of the content to generate content priority index (CPI) information, including is configured. The server (6) generates the holographic signal profile vector. The content is structured to be evaluated along with priority information. Server (6) uses the content priority information to access holographic content. which information components are given higher priority during transmission The server (6) is configured to determine which CPI vector will be received. its components, depending on the nature of the application performed by the user, Holographic content characteristics or predetermined content priority It is structured in a way that allows it to be defined at different values ​​according to the rules. Server (6) has a higher priority value in the CPI vector holographic Allocation of transmission resources for content components with higher priority It is configured to enable 7. Server (6), different users simultaneous and efficient allocation of resources for different holographic content components. It is configured to enable dynamic execution. Server (6), wireless communication channel between each user with phased array antenna (5) channel status information and electromagnetic signals sent to a user. regarding the interference effects the signal may have on other users It is configured to receive the information. The server (6) receives the said channel and By using the access information, the signal belonging to each user is sent to the relevant user. access conditions and the communication of the signal with other users Multi-user intervention channel matrix (H) representing the impact of intervention on it It is configured to create a holographic signal profile. Server (6) vector and content priority index information multi-user initiative channel matrix It is structured to be evaluated together with the server (6), initiative channel. the matrix is ​​wireless between multiple users and phased array antenna (5) information about the relationships between communication channels and users It is configured to host the holographic signal. The server (6) The profile vector, content priority index, and interference channel matrix are combined. by evaluating and performing a content-first dynamic pre-coding process It is structured in such a way. The server (6) uses holographic content in the pre-encoding process. together with priority information of the components and initiative relationships between users. by evaluating the signal transmission to be carried out through the phased array antenna (5) It is configured to enable distribution among users. Server (6), in the transmission of holographic information components with high content priority implementing high resource priority and the relevant information components pre-coding parameters that will make it less affected by the intervention It is configured to determine the available communication resources. The server (6) dynamically according to the characteristics and importance levels of holographic content It is configured to enable distribution. Server (6), users, phase antenna elements and holographic scene located within the array antenna (5) The relationships between objects in their environment are represented in a graph structure. It is structured to model the users in the graph structure. Server (6) To represent the 8 antenna elements and environmental objects as nodes. is structured. The server (6) structures the generated graph structure with a graph attention network. Processing via an AI model based on Graph Attention NetGork (GAT). It is structured as follows: Server (6) is a graphic attention network based artificial intelligence. Evaluation results obtained by the model, holographic signal profile (HSP) vector, Content Priority Index (CPI) and interference channel matrix (H) Pre-coding matrix (W) to be applied for phase array antenna (5) by working together It is configured to enable the determination of the aforementioned pre- Antenna elements of the phased array antenna (5) based on the coding matrix (W) To determine the amplitude (A_i), phase (φ_i) and frequency (f_i) parameters to be applied and It is configured to transmit the specified parameters to the phased array antenna (5). Server (6) will transmit the pre-encoding matrix to multiple users. electromagnetic signals located in the phased array antenna (5) It should include weighting and control information regarding the distribution of data to its members. It is configured to provide the specified amplitude, phase and frequency. The server (6) The server is configured to transmit its parameters to the phased array antenna (5). (6), generated holographic content features, holographic signal profile vectors, content priority index information, intervention channel matrix, pre-coding matrix, and phase amplitude, phase and frequency parameters determined for the array antenna (5) and holographic to ensure that the quality measurement results are stored in the database (4) is configured. Server (6), obtained as a result of holographic transmission to evaluate holographic quality measurement results It can be configured. The server (6) provides the obtained holographic quality information. used in previous beam steering and beam shaping processes by associating the parameters with the holographic content of those parameters It is structured to assess its effect on the server (6), holographic content features, content priorities, user-to-user interaction the status, environmental conditions and holographic quality information together by evaluating the signal parameters to be applied for the phased array antenna (5) It is structured to allow for dynamic determination. 9. Industrial Application of the Invention By analyzing the depth, brightness, and color characteristics of holographic content. matching with signal parameters, content prioritization, multi-user initiative the evaluation of the information and electromagnetic signals via the phased array antenna The system in question (1) enables the dynamic routing of the signal, 6G and in subsequent generation communication networks, holographic communication systems, multi AI-powered beamforming in multi-user wireless communication systems. In routing and beamforming applications, content-aware wireless communication infrastructures and high data-density real-time holographic data It can be used in transmission applications. The system subject to the invention (1) is holographic the characteristics of the content and the importance of the information in the communication channel and between users In addition to evaluating the conditions of the initiative, we also consider the content of communication resources. dynamic distribution according to priority and the relevant electromagnetic signal optimizing it for the user, thus enabling holographic communication. It ensures the improvement of quality. Based on these fundamental characteristics, the subject of the invention is "Holographic Signal". Different applications and regulations on the Routing System (1)” It is possible to develop it further, and the invention is not limited to the examples described here. and essentially as stated in the requests.

Claims

1. Holographic content-sensitive AI-powered signal routing. providing; - depth map of light field data relating to the holographic scene data, brightness distribution data, and color spectrum data at least one holographic content structured to enable its acquisition perception sequence (2), - light field, depth, taken from holographic content sensing array (2), the analysis of brightness and color spectrum data and the aforementioned to enable the determination of content characteristics related to the data at least one structured holographic content analysis engine (3), - obtained from the holographic content analysis engine (3) and the server (6) and Holographic content features created during the operation of the system (1), Holographic signal profile information, content priority information, beam parameters, environmental information, channel and interference information, and holographic the best structured to ensure the storage of quality measurement results a small database (4) and, - the application of amplitude, phase and frequency parameters and the aforementioned To enable the direction of the electromagnetic signal according to the parameters. at least one phased array antenna configured to (5), - Signal of content features obtained from holographic content analysis engine (3) matching with its parameters, the holographic signal profile vector the creation of, content-first dynamic pre-coding the implementation, between the user, the antenna element and the medium object modeling relationships in a graph structure, environmental information evaluation, assessment of holographic quality information and amplitude, phase and frequency parameters for phase array antenna (5) a server characterized by having at least one server (6) that enables its determination system (1). 11 2. Depth map of light field data relating to the holographic scene. data, brightness distribution data and color spectrum data, Spatial and angular aspects of each pixel in the holographic scene information, light field data, different viewing directions of the scene to ensure that it is obtained along with related spatial and angular information characterized by the structured holographic data sensing module (2) A system like the one in claim 1 (1).

3. A depth map of the objects located within the holographic scene. brightness distribution in different regions of the holographic scene to obtain the color spectrum of the holographic scene characterized by having at least one structured holographic data sensing module (2) a system like the one in 1 or 2 (1).

4. Obtained light field, depth, brightness and color spectrum data. To transfer the holographic content to the holographic content analysis engine (3), from the above requests characterized by the data sensing module (2) a system like any other (1).

5. The included holographic content analysis engine (3), holographic content detection light field, depth, brightness and color spectrum taken from the series (2) to enable analysis of data and depth map z(x,y) data by analyzing to determine the depth characteristics of the holographic scene The above is characterized by the holographic content analysis engine (3). a system like any of the requests (1).

6. By analyzing the brightness distribution data in the form of L(x,y), holographic Determining the brightness characteristics of the scene and the color in the form of C(λ) By analyzing the spectrum data, the color characteristics of the holographic scene can be determined. to determine characterized by holographic content analysis engine (3) a system like any of the above requests (1). 12 7. Multidimensional light of the holographic scene by analyzing light field data to determine the content characteristics related to the area structure and the determined depth, holographic content to transmit brightness and color properties to the server (6) any of the above requests characterized by the analysis engine (3) a system like one of them (1).

8. To be in communication with Server (6) and to be managed by Server (6) The above is characterized by the database structured as (4) a system like any of the requests (1).

9. Holographic content properties, holographic signal profile vectors, content Priority index information, channel and initiative information, beamforming. and beamforming parameters, pre-coding matrix information, amplitude, phase and frequency parameters determined for the phase array antenna (5), artificial intelligence used in AI-assisted beam optimization process model parameters and weights and holographic quality measurement results, historical holographic signal profile vectors, content priority index information, interference channel matrix, pre-coding matrix, beamforming parameters and holographic quality related to those parameters with the database (4) structured to store the measurement results as in any of the above characterized claims system (1).

10. It consists of multiple antenna elements, and each antenna amplitude and phase parameters for the element independently implementing it by applying amplitude, phase and frequency parameters. the routing of electromagnetic signals and frequency sub-band assignments to enable its implementation, characterized by phased array antenna (5) a system like any of the above requests (1). 13 11. Targeted beam direction in accordance with the applied phase parameters. to create the spatial aspect of the beam according to amplitude parameters changing the distribution and different information according to frequency parameters to enable the transmission of its components in different frequency sub-bands, electromagnetic signals related to holographic content via the generated beam The above is characterized by a phased array antenna (5) to transmit the signal. a system like any of the requests (1).

12. Holographic content using any remote communication protocol. Communicating with the analyzer engine (3), database (4) and phase array antenna (5) any of the above requests characterized by the server (6) a system like one of them (1).

13. Holographic scene obtained from the holographic content analysis engine (3) to evaluate depth, brightness and color spectrum information and to speak the subject matter is signal parameters that can be used in wireless transmission of information. the above characterized by server (6) to associate with a system like any of the requests (1).

14. The depth information included in the depth map is displayed by the phased array antenna (5) with phase parameters and phase shift information to be applied by to correlate, to correlate depth information with the phase parameter As a result, different depth positions in the holographic scene enabling the representation of the electromagnetic signal through its phase component. Characterized by the server (6) to generate phase information a system like any of the above requests (1).

15. Brightness distribution data obtained from the holographic content analysis engine (3) to evaluate the brightness of different regions of the holographic scene information to be applied to the antenna elements of the phase array antenna (5) amplitude associating it with parameters, brightness information with the amplitude parameter. As a result of 14 correlations, regarding different regions of the holographic scene differences in brightness affect the amplitude component of the electromagnetic signal. to generate amplitude information that enables it to be represented through any of the above requests characterized by the server (6) a system like one of them (1).

16. Color spectrum data obtained from the holographic content analysis engine (3) to evaluate, regarding the color components in the holographic scene frequency subband assignment to be used by phase array antenna (5) information associating information with frequency subbands of the color spectrum As a result of this association, different colors related to holographic content representation of its components across different frequency subbands To generate frequency information, the server (6) is characterized by the server (6) a system like any of the above-mentioned requests (1).

17. Phase of depth map, brightness distribution and color spectrum data, Phase and amplitude are determined by relating them to amplitude and frequency parameters. and holographic signal profile vector including frequency parameters. to generate, the generated holographic signal profile vector phase array antenna Beam steering and beam guidance to be performed by (5) characterized by server (6) for use in shaping processes a system like any of the above-mentioned requests (1).

18. The generated holographic signal profile vector is combined with content priority information. to evaluate holographic content using the relevant content priority information. Which information components related to the content are higher during transmission? Determining which holographic data will be prioritized for each user. relative importance of the content's depth, brightness, and color characteristics The server generates content priority index information including their weights. as in any of the above-mentioned claims characterized by (6). a system (1).

19. The components of the CPI vector are performed by the user. depending on the nature of the application, the characteristics of the holographic content, or prior different values ​​according to defined content priority rules to be able to identify which CPI vector has a higher priority value Higher transmission sources for holographic content components. priority allocation and different holographic options for different users resource allocation for content components simultaneously and dynamically. characterized by the server (6) to enable its implementation a system like any of the above requests (1).

20. Interference channel matrix, phase array antenna with multiple users (5) wireless communication channels between them and between users to store information on business relationships and the business channel matrix H by evaluating the channel information contained within, to a user the electromagnetic signal to be sent will not affect the signals of other users To determine the interference effect that it may create on the server (6) as in any of the above characterized claims system (1).

21. Holographic signal profile vector, content priority index, and interference channel. content-first dynamic pre-coding by evaluating the matrix together to perform the operation, in the pre-encoding process, holographic content Priority information of components and initiative relationships between users together with the phased array antenna (5) will be carried out server to enable signal transmission to be distributed among users as in any of the above-mentioned claims characterized by (6). a system (1).

22. More important in the transmission of holographic information components with high content priority. implementing high resource priority and the relevant information components Pre-coding parameters that will ensure it is less affected by 16 initiatives. to determine the above requests characterized by the server (6) a system like any other (1).

23. Current communication resources' understanding of the characteristics and importance of holographic content. to ensure dynamic distribution according to their levels and users, Antenna elements and holographic located in the phased array antenna (5) graph the relationships between objects in the scene's environment The above is characterized by the server (6) in order to model in its structure. a system like any of the requests (1).

24. Users, antenna elements, and environmental objects in the graph structure. Representing the resulting graph structure in the form of nodes, the graph attention network processing via a graphical attention network-based artificial intelligence model artificial intelligence model, users, antenna elements and environmental objects by evaluating the relationships between them, the beam of those relationships its effect on routing and beam shaping processes to determine the above requests characterized by the server (6) a system like any other (1).

25. The graph was obtained by an attention network-based artificial intelligence model. evaluation results, holographic signal profile (HSP) vector, content Phase array processing using priority index and interference channel matrix. Determining the pre-coding matrix to be applied for antenna (5) to provide, phase array antenna (5) based on the said pre-coding matrix amplitude, phase, and frequency parameters to be applied to antenna elements to determine and transmit the determined parameters to the phased array antenna (5) any of the above requests characterized by the server (6) a system like one of them (1). 17 26. The pre-coding matrix will be transmitted electromagnetically to multiple users. signals to the antenna elements located inside the phase array antenna (5) to ensure it includes weighting and control information for distribution and the determined pre-encoding matrix and the generated holographic signal profile Depending on the vector, each antenna located within the phased array antenna (5) To determine the amplitude, phase, and frequency parameters to be applied to the element. any of the above requests characterized by the server (6) a system like one of them (1).

27. The determined amplitude, phase and frequency parameters are applied to the phased array antenna (5) by transferring the parameters in question to the antenna elements. the electromagnetic signal relating to holographic content to the intended user the direction and shape of the beam according to the characteristics of the holographic content. characterized by the server (6) to enable its creation a system like any of the above requests (1).

28. Generated holographic content characteristics, holographic signal profile. vectors, content priority index information, interference channel matrix, pre- The amplitude, phase and determined for the coding matrix and phase array antenna (5) data on holographic quality measurement results with frequency parameters to ensure that it is stored in the base (4) characterized by the server (6) a system like any of the above-mentioned requests (1).

29. Holographic quality measurement obtained as a result of holographic transmission. to evaluate the results, the holographic quality information obtained from previous used in beam steering and beam shaping processes by associating the parameters with the holographic content of those parameters to evaluate its impact, holographic content properties, content their priorities, the state of user-to-user interaction, environmental conditions, and By evaluating holographic quality information together, for phased array antenna (5) dynamic determination of the signal parameters to be applied 18 of the above requests characterized by the server (6) to provide a system like any other (1). 19