ADVANCED POSITIONING AND COMMUNICATION SYSTEM WITH AI INTEGRATION

Abstract

ABSTRACT Advanced Positioning and Communication System with AI Integration The present disclosure introduces advanced positioning and communication system with AI integration 100. It comprises of positioning module 102, communication module 104, AI processing unit 106, data fusion algorithms 108, real-time analytics module 110, adaptive communication strategies 112, user interface 114, multi-sensor fusion technology 116, adaptive ai algorithms 118, context-aware communication protocols 120, real-time predictive analytics module 122, v2x integration 124, customizable user interfaces 126, scalable architecture 128, security module 130, energy-efficient operations module 132, environmental monitoring system, interoperability module, disaster resilience capabilities module, dynamic gis integration module, AI-driven anomaly detection system 142, collaborative learning framework, intelligent resource allocation system, user feedback mechanism 148, signal jamming protection system 150, multi-modal data processing module 152, cloud-based data management module 154, intervention and control system, data visualization tools 158, user profiles module, geofencing capabilities module 162, post-processing analytics module 164, cross-platform compatibility module 166, blockchain-based data integrity verification system 168. Reference Fig 1

Specification

Description:Advanced Positioning and Communication System with AI Integration
TECHNICAL FIELD
[0001] The present innovation relates to advanced positioning and communication systems that integrate artificial intelligence (AI) for enhanced accuracy, real-time data analysis, sensor fusion, and adaptive communication protocols.

BACKGROUND

[0002] In recent years, the demand for precise positioning and reliable communication systems has grown across various sectors, including transportation, urban planning, agriculture, and disaster management. Traditional systems, such as the Global Positioning System (GPS), have served as fundamental tools for navigation, but they face significant limitations. In urban environments, signal obstructions, multipath effects, and interference lead to degraded accuracy, and the reliance on static data often results in delays in adapting to dynamic conditions. Users currently have limited options, ranging from basic GPS-based systems to more sophisticated multi-sensor setups; however, even advanced systems often struggle with real-time responsiveness and effective data integration.

[0003] The available systems either focus on positioning or communication but rarely integrate both effectively. While systems may incorporate inertial sensors, terrestrial networks, or GNSS, they often fail to fuse the data efficiently, which results in inaccuracies. Additionally, communication protocols in existing systems lack the adaptability needed to adjust to varying environmental conditions, network congestion, or device limitations, leading to inefficiencies and potential system failures.

[0004] This invention, the "Advanced Positioning and Communication System with AI Integration" (APC-SAI), overcomes these drawbacks by integrating AI algorithms that perform real-time data analysis, sensor fusion, and adaptive communication. Unlike traditional systems, APC-SAI continuously learns from historical data and dynamically adapts to changing environmental and network conditions, thereby improving accuracy and operational efficiency. Its novelty lies in the seamless integration of multi-sensor fusion, AI-based predictive analytics, and adaptive communication protocols, which work together to enhance both positioning and data transmission.

[0005] Key features of the invention include real-time predictive analytics, multi-sensor fusion for improved positioning accuracy, adaptive AI-driven communication, and context-aware protocols. These features enable the system to deliver precise, reliable positioning and communication, even in complex and dynamic environments, making it a groundbreaking solution for modern applications

OBJECTS OF THE INVENTION

[0006] The primary object of the invention is to enhance positioning accuracy and communication efficiency by integrating AI for real-time data analysis and sensor fusion.

[0007] Another object of the invention is to improve operational reliability in dynamic environments through adaptive communication protocols that adjust to varying network and environmental conditions.

[0008] Another object of the invention is to provide seamless data fusion from multiple sensors, such as GNSS and terrestrial networks, to minimize errors and improve situational awareness.

[0009] Another object of the invention is to enable real-time predictive analytics to anticipate changes in positioning data, helping users make proactive decisions.
[00010] Another object of the invention is to enhance transportation systems by optimizing traffic flow, reducing congestion, and improving vehicle-to-vehicle (V2X) communication.

[00011] Another object of the invention is to support disaster management by providing accurate positioning and reliable communication in challenging or obstructed environments.

[00012] Another object of the invention is to offer a scalable solution that integrates easily with existing systems, ensuring flexibility for future technological advancements.

[00013] Another object of the invention is to reduce system failures by employing AI-driven decision-making that adapts to historical data and real-time feedback.

[00014] Another object of the invention is to provide a user-friendly interface that allows users to monitor and customize system performance based on specific needs or applications.

[00015] Another object of the invention is to promote energy efficiency by utilizing AI-driven algorithms to optimize resource allocation and minimize power consumption in communication and positioning tasks

SUMMARY OF THE INVENTION

[00016] In accordance with the different aspects of the present invention, advanced positioning and communication system with AI integration is presented. It enhances positioning accuracy and communication efficiency by utilizing AI algorithms for real-time data analysis, multi-sensor fusion, and adaptive communication protocols. The system continuously learns from historical data, adapting to environmental and network conditions, ensuring accurate, reliable performance. It integrates predictive analytics and context-aware communication to optimize applications such as autonomous vehicles, smart transportation networks, and disaster management. By combining advanced AI and multi-sensor fusion, the invention offers a scalable, flexible solution for modern technological challenges. Its key features include real-time decision-making, enhanced situational awareness, and energy-efficient operations.

[00017] Additional aspects, advantages, features and objects of the present disclosure would be made apparent from the drawings and the detailed description of the illustrative embodiments constructed in conjunction with the appended claims that follow.

[00018] It will be appreciated that features of the present disclosure are susceptible to being combined in various combinations without departing from the scope of the present disclosure as defined by the appended claims.

BRIEF DESCRIPTION OF DRAWINGS
[00019] The summary above, as well as the following detailed description of illustrative embodiments, is better understood when read in conjunction with the appended drawings. For the purpose of illustrating the present disclosure, exemplary constructions of the disclosure are shown in the drawings. However, the present disclosure is not limited to specific methods and instrumentalities disclosed herein. Moreover, those in the art will understand that the drawings are not to scale. Wherever possible, like elements have been indicated by identical numbers.

[00020] Embodiments of the present disclosure will now be described, by way of example only, with reference to the following diagrams wherein:

[00021] FIG. 1 is component wise drawing for advanced positioning and communication system with AI integration.

[00022] FIG 2 is working methodology of advanced positioning and communication system with AI integration.

DETAILED DESCRIPTION

[00023] The following detailed description illustrates embodiments of the present disclosure and ways in which they can be implemented. Although some modes of carrying out the present disclosure have been disclosed, those skilled in the art would recognise that other embodiments for carrying out or practising the present disclosure are also possible.

[00024] The description set forth below in connection with the appended drawings is intended as a description of certain embodiments of advanced positioning and communication system with AI integration and is not intended to represent the only forms that may be developed or utilised. The description sets forth the various structures and/or functions in connection with the illustrated embodiments; however, it is to be understood that the disclosed embodiments are merely exemplary of the disclosure that may be embodied in various and alternative forms. The figures are not necessarily to scale; some features may be exaggerated or minimised to show details of particular components. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a representative basis for teaching one skilled in the art to variously employ the present invention.

[00025] While the disclosure is susceptible to various modifications and alternative forms, specific embodiment thereof has been shown by way of example in the drawings and will be described in detail below. It should be understood, however, that it is not intended to limit the disclosure to the particular forms disclosed, but on the contrary, the disclosure is to cover all modifications, equivalents, and alternatives falling within the scope of the disclosure.

[00026] The terms "comprises", "comprising", "include(s)", or any other variations thereof, are intended to cover a non-exclusive inclusion, such that a setup, or system that comprises a list of components or steps does not include only those components or steps but may include other components or steps not expressly listed or inherent to such setup or system. In other words, one or more elements in a system or apparatus preceded by "comprises... a" does not, without more constraints, preclude the existence of other elements or additional elements in the system or apparatus.

[00027] In the following detailed description of the embodiments of the disclosure, reference is made to the accompanying drawings and which are shown by way of illustration-specific embodiments in which the disclosure may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the disclosure, and it is to be understood that other embodiments may be utilized and that changes may be made without departing from the scope of the present disclosure. The following description is, therefore, not to be taken in a limiting sense.

[00028] The present disclosure will be described herein below with reference to the accompanying drawings. In the following description, well-known functions or constructions are not described in detail since they would obscure the description with unnecessary detail.

[00029] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is disclosed, in accordance with one embodiment of the present invention. It comprises of positioning module 102, communication module 104, AI processing unit 106, data fusion algorithms 108, real-time analytics module 110, adaptive communication strategies 112, user interface 114, multi-sensor fusion technology 116, adaptive ai algorithms 118, context-aware communication protocols 120, real-time predictive analytics module 122, v2x integration 124, customizable user interfaces 126, scalable architecture 128, security module 130, energy-efficient operations module 132, environmental monitoring system 134, interoperability module 136, disaster resilience capabilities module 138, dynamic gis integration module 140, AI-driven anomaly detection system 142, collaborative learning framework 144, intelligent resource allocation system 146, user feedback mechanism 148, signal jamming protection system 150, multi-modal data processing module 152, cloud-based data management module 154, intervention and control system 156, data visualization tools 158, user profiles module 160, geofencing capabilities module 162, post-processing analytics module 164, cross-platform compatibility module 166 and blockchain-based data integrity verification system 168.

[00030] Referring to Fig. 1, the present disclosure provides details of advanced positioning and communication system with AI integration 100 which enhances both positioning accuracy and communication efficiency by leveraging advanced AI algorithms and multi-sensor fusion. The system continuously learns from real-time and historical data to adapt to changing environmental and network conditions. It integrates components such as the positioning module 102, AI processing unit 106, and communication module 104 to ensure real-time data analysis, predictive decision-making, and seamless communication. Features like adaptive AI algorithms 118 and real-time predictive analytics module 122 enable proactive adjustments in positioning and communication strategies. The system also includes multi-sensor fusion technology 116 and context-aware communication protocols 120 to improve operational efficiency in various dynamic environments. Its scalable architecture 128 and cloud-based data management module 154 allow integration with existing systems, making it a versatile solution for applications like autonomous vehicles, smart transportation, and disaster management.

[00031] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with positioning module 102, which utilizes Global Navigation Satellite Systems (GNSS), terrestrial networks, and inertial sensors to determine precise locations. The positioning module 102 continuously collects data from its sensors, working closely with the data fusion algorithms 108 to integrate data and reduce errors caused by environmental factors like signal interference. Its performance is enhanced through real-time analytics module 110, which processes location data to improve accuracy and response time.

[00032] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with communication module 104, which implements adaptive communication protocols to ensure seamless data transmission between devices. It works dynamically with the AI processing unit 106 to optimize bandwidth usage and mitigate interference based on current network conditions. The communication module 104 also interacts with context-aware communication protocols 120, adjusting transmission methods to maintain efficient connectivity across diverse environments.

[00033] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with AI processing unit 106, which serves as the core of the system, utilizing machine learning to process incoming data and make real-time decisions. It continuously learns from patterns in sensor data and environmental changes, enhancing system performance. The AI processing unit 106 interacts closely with the data fusion algorithms 108 to refine positioning accuracy and with the real-time predictive analytics module 122 to forecast movement and adjust strategies dynamically.

[00034] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with data fusion algorithms 108, which integrate information from multiple sources, including the positioning module 102 and communication module 104. These algorithms combine data from GNSS, terrestrial networks, and sensors to create a unified model, reducing errors caused by noise or signal obstructions. The data fusion algorithms 108 work in tandem with the real-time analytics module 110, enabling the system to make instant decisions and improve situational awareness.

[00035] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with real-time analytics module 110, which processes data from the positioning module 102 and communication module 104 to enable rapid decision-making. This module plays a crucial role in environments requiring fast responses, such as autonomous navigation or smart transportation. It collaborates with adaptive communication strategies 112 to ensure that data is transmitted efficiently, adjusting to changing network conditions for optimal performance.

[00036] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with adaptive communication strategies 112, which optimize data transmission by adapting to current network and environmental conditions. These strategies are implemented within the communication module 104, and are designed to ensure robust connectivity, even in challenging environments. Adaptive communication strategies 112 also coordinate with real-time predictive analytics module 122 to anticipate communication needs and adjust bandwidth or frequency dynamically.

[00037] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with user interface 114, which allows operators to visualize real-time data, configure settings, and monitor system performance. It acts as a bridge between the user and system components, such as the AI processing unit 106, offering a customizable interface to control the system's functionality. The user interface 114 also displays data from the real-time analytics module 110, giving users actionable insights into system operations.

[00038] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with multi-sensor fusion technology 116, which integrates data from multiple sensors to improve positioning accuracy. It works closely with the positioning module 102 to combine GNSS, inertial sensors, and terrestrial network data. This technology reduces errors and provides a more reliable and accurate positioning output, which is processed further by the AI processing unit 106 for real-time applications.

[00039] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with adaptive AI algorithms 118, which continuously learn from real-time data and adjust positioning strategies based on changing conditions. These algorithms interact with the AI processing unit 106, enabling it to dynamically update strategies based on past experiences and current data. Adaptive AI algorithms 118 are key to ensuring that the system responds effectively to environmental changes, such as signal loss or interference.

[00040] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with context-aware communication protocols 120, which adjust the method of communication based on the current environment and device capabilities. These protocols ensure efficient data transmission by working with the communication module 104 and adaptive communication strategies 112. They optimize bandwidth usage and minimize latency, especially in high-demand scenarios, contributing to seamless and reliable data exchange across devices.

[00041] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with real-time predictive analytics module 122, which forecasts changes in positioning data and communication requirements. By analyzing both historical patterns and real-time data from the positioning module 102, this module anticipates potential disruptions and allows the system to proactively adjust strategies. The real-time predictive analytics module 122 is essential for applications requiring high accuracy and reliability, such as autonomous navigation.

[00042] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with V2X integration 124, which facilitates communication between vehicles and infrastructure. This component interacts with the communication module 104 to share real-time traffic data and road conditions, enhancing the safety and efficiency of transportation networks. V2X integration 124 works closely with the AI processing unit 106 to enable real-time decision-making based on external inputs from other vehicles and infrastructure.

[00043] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with customizable user interfaces 126, which allow users to tailor the display and functionality according to specific needs. This interface works with the user interface 114 and provides flexibility in accessing data from the real-time analytics module 110. Customizable user interfaces 126 ensure that operators can adjust settings to optimize system performance based on different applications.

[00044] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with scalable architecture 128, allowing the system to adapt to evolving technological landscapes. This architecture supports the integration of new sensors, networks, and applications without requiring a redesign. The scalable architecture 128 works with cloud-based data management module 154, enabling the system to scale up as the complexity of the environment grows, ensuring long-term adaptability.

[00045] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with security module 130, which ensures secure communication between system components and external devices. This module works with the communication module 104 to encrypt data and protect against unauthorized access or cyber threats. The security module 130 also integrates with blockchain-based data integrity verification system 168 to provide an additional layer of protection and maintain the trustworthiness of transmitted data.

[00046] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with energy-efficient operations module 132, which optimizes power consumption during positioning and communication tasks. This module works with the AI processing unit 106 to allocate resources dynamically, minimizing energy usage while maintaining high performance. The energy-efficient operations module 132 is particularly beneficial for battery-powered devices, extending operational life in resource-constrained environments.

[00047] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with environmental monitoring system 134, which gathers data on atmospheric conditions, noise levels, and other environmental factors. This system collaborates with multi-sensor fusion technology 116 to adjust positioning and communication strategies based on environmental changes. The environmental monitoring system 134 ensures that the system adapts to varying conditions such as fog, rain, or noise interference, enhancing accuracy and reliability.

[00048] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with interoperability module 136, which enables seamless integration with various Internet of Things (IoT) devices. This module interacts with the communication module 104 to facilitate data exchange between the system and external devices, improving overall functionality. The interoperability module 136 supports a wide range of applications, enhancing the system's flexibility across different industries and technologies.

[00049] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with disaster resilience capabilities module 138, which ensures the system remains operational during emergencies or extreme conditions. This module interacts with the adaptive AI algorithms 118 and real-time predictive analytics module 122 to prioritize critical communications and maintain system stability. The disaster resilience capabilities module 138 is essential for applications in disaster management and emergency response, providing reliable communication and positioning support.

[00050] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with dynamic GIS integration module 140, which enables real-time mapping and spatial analysis. This module works closely with the positioning module 102 to visualize positioning data in a geographic context, enhancing decision-making for applications such as urban planning or resource management. The dynamic GIS integration module 140 is a crucial tool for monitoring and managing geographically distributed systems.

[00051] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with AI-driven anomaly detection system 142, which identifies unusual patterns or errors in positioning and communication data. This system works with the data fusion algorithms 108 to analyze incoming data and detect anomalies in real-time, providing alerts to operators when necessary. The AI-driven anomaly detection system 142 enhances system reliability by proactively identifying and addressing potential issues before they escalate.

[00052] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with collaborative learning framework 144, which allows multiple devices or systems to share data and improve their algorithms collectively. This framework works with the AI processing unit 106 and cloud-based data management module 154 to enable continuous learning and performance enhancement across interconnected systems. The collaborative learning framework 144 improves overall system intelligence by leveraging shared insights from multiple sources.

[00053] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with intelligent resource allocation system 146, which dynamically distributes resources based on real-time demand and network conditions. This system works with the adaptive communication strategies 112 to ensure that bandwidth and processing power are efficiently utilized, particularly in high-demand scenarios. The intelligent resource allocation system 146 optimizes the system's performance, preventing bottlenecks and ensuring smooth operation.
[00054] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with user feedback mechanism 148, which collects input from users regarding system performance and operation. This mechanism works with the user interface 114 to analyze feedback and adjust system settings accordingly. The user feedback mechanism 148 ensures that the system evolves in alignment with user needs, providing a more personalized and adaptive experience.

[00055] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with signal jamming protection system 150, which detects and mitigates the effects of signal interference. This system works with the communication module 104 and security module 130 to ensure that positioning and communication capabilities remain operational in environments prone to interference or jamming. The signal jamming protection system 150 enhances the system's resilience in hostile or congested network environments.

[00056] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with multi-modal data processing module 152, which allows the system to process diverse data types, including video feeds, sensor data, and telemetry information. This module works with data fusion algorithms 108 to provide comprehensive situational awareness, enabling the system to handle complex tasks across different applications. The multi-modal data processing module 152 enhances the system's ability to make informed decisions based on diverse inputs.

[00057] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with cloud-based data management module 154, which stores, analyzes, and shares positioning and communication data securely via the cloud. This module works with the collaborative learning framework 144 to facilitate large-scale deployments and continuous system updates. The cloud-based data management module 154 supports remote monitoring and enhances the scalability of the system, enabling it to handle increasing amounts of data efficiently.

[00058] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with intervention and control system 156, which allows operators to manually override system functions during critical situations. This system works with the real-time analytics module 110 and user interface 114 to provide control over positioning and communication in emergency scenarios. The intervention and control system 156 ensures that operators can intervene when necessary, providing an additional layer of safety.

[00059] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with data visualization tools 158, which allow users to analyze and interpret positioning and communication data through interactive dashboards. These tools work with the user interface 114 to present key metrics and performance indicators, enhancing decision-making. The data visualization tools 158 are customizable, providing operators with real-time insights into system performance.

[00060] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with user profiles module 160, which stores individual user preferences and usage patterns. This module interacts with the user interface 114 to adjust system settings based on personalized profiles, enhancing user experience. The user profiles module 160 ensures that the system aligns with the specific operational requirements of different users.

[00061] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with geofencing capabilities module 162, which enables the system to define virtual geographic boundaries for specific applications. This module works with the positioning module 102 to trigger alerts or automated actions when devices enter or exit predefined zones. The geofencing capabilities module 162 is crucial for applications such as fleet management and location-based services.

[00062] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with post-processing analytics module 164, which allows users to analyze historical data for insights into system performance trends. This module works with the cloud-based data management module 154 to store and process large datasets, providing long-term performance evaluation. The post-processing analytics module 164 supports strategic planning and decision-making based on historical trends.

[00063] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with cross-platform compatibility module 166, which ensures that the system is compatible across multiple platforms and operating systems. This module works with the communication module 104 to enable seamless integration with various devices and applications. The cross-platform compatibility module 166 enhances the usability of the system across different technological ecosystems.

[00064] Referring to Fig. 1, advanced positioning and communication system with AI integration 100 is provided with blockchain-based data integrity verification system 168, which ensures the integrity and security of positioning and communication data. This system works with the security module 130 to verify and audit data, ensuring trustworthiness in sensitive applications. The blockchain-based data integrity verification system 168 provides an additional layer of security, particularly in environments where data integrity is critical

[00065] Referring to Fig 2, there is illustrated method 200 for advanced positioning and communication system with AI integration 100. The method comprises:
At step 202, method 200 includes the positioning module 102 collecting location data from GNSS, terrestrial networks, and inertial sensors;

At step 204, method 200 includes the data fusion algorithms 108 integrating this data from multiple sources to reduce errors caused by signal interference and environmental noise;
At step 206, method 200 includes the AI processing unit 106 analyzing the fused data in real-time to determine the most accurate positioning and communication strategy;

At step 208, method 200 includes the communication module 104 transmitting the processed data between devices using adaptive communication strategies 112 to optimize bandwidth usage and minimize interference;

At step 210, method 200 includes the real-time predictive analytics module 122 anticipating potential disruptions in positioning and communication and adjusting the system's strategies dynamically;

At step 212, method 200 includes the user interface 114 displaying real-time data and system performance for users to monitor and adjust settings as necessary;

At step 214, method 200 includes the V2X integration 124 facilitating communication between vehicles, infrastructure, and other external systems to enhance traffic flow and safety;

At step 216, method 200 includes the multi-sensor fusion technology 116 continuously refining positioning accuracy by combining GNSS data with additional sensor inputs;

At step 218, method 200 includes the environmental monitoring system 134 adjusting the system's sensitivity to account for atmospheric and environmental changes such as fog or rain;

At step 220, method 200 includes the security module 130 encrypting data during transmission to ensure secure communication between devices and infrastructure;

At step 222, method 200 includes the signal jamming protection system 150 detecting and mitigating any interference or attempts to block the signal, maintaining uninterrupted communication and positioning;

At step 224, method 200 includes the cloud-based data management module 154 storing and sharing collected data for analysis, monitoring, and future system improvements;

At step 226, method 200 includes the collaborative learning framework 144 enabling multiple devices to share data and improve algorithms collectively for better performance;

At step 228, method 200 includes the AI-driven anomaly detection system 142 identifying unusual patterns in positioning or communication data and alerting users to address issues in real time;

At step 230, method 200 includes the energy-efficient operations module 132 optimizing power usage for all system components, especially in resource-constrained environments;

At step 232, method 200 includes the geofencing capabilities module 162 defining virtual boundaries and triggering alerts or automated actions when devices cross these zones;

At step 234, method 200 includes the user feedback mechanism 148 collecting input from users on system performance and adjusting operational strategies based on preferences.

[00066] In the description of the present invention, it is also to be noted that, unless otherwise explicitly specified or limited, the terms "fixed" "attached" "disposed," "mounted," and "connected" are to be construed broadly, and may for example be fixedly connected, detachably connected, or integrally connected, either mechanically or electrically. They may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meaning of the above terms in the present invention can be understood in specific cases to those skilled in the art.

[00067] Modifications to embodiments of the present disclosure described in the foregoing are possible without departing from the scope of the present disclosure as defined by the accompanying claims. Expressions such as "including", "comprising", "incorporating", "have", "is" used to describe and claim the present disclosure are intended to be construed in a non- exclusive manner, namely allowing for items, components or elements not explicitly described also to be present. Reference to the singular is also to be construed to relate to the plural where appropriate.

[00068] Although embodiments have been described with reference to a number of illustrative embodiments thereof, it should be understood that numerous other modifications and embodiments can be devised by those skilled in the art that will fall within the spirit and scope of the principles of this disclosure. More particularly, various variations and modifications are possible in the component parts and/or arrangements of the subject combination arrangement within the scope of the present disclosure, the drawings and the appended claims. In addition to variations and modifications in the component parts and/or arrangements, alternative uses will also be apparent to those skilled in the art.

WE
, C , Claims:WE CLAIM:
1. An advanced positioning and communication system with AI integration 100 comprising of
positioning module 102 to collect location data from GNSS, terrestrial networks, and inertial sensors;
communication module 104 to transmit data between devices using adaptive communication protocols;
AI processing unit 106 to analyze real-time data and optimize positioning strategies;
data fusion algorithms 108 to integrate multiple sensor data sources and reduce errors;
real-time analytics module 110 to process data for instant decision-making and response;
adaptive communication strategies 112 to optimize bandwidth usage and mitigate interference;
user interface 114 to display real-time system data and allow user configuration;
multi-sensor fusion technology 116 to combine data from GNSS and other sensors for accuracy;
adaptive AI algorithms 118 to continuously learn and adjust positioning strategies based on data;
context-aware communication protocols 120 to adjust transmission based on current conditions;
real-time predictive analytics module 122 to anticipate disruptions and adjust system operations;
v2x integration 124 to facilitate communication between vehicles and infrastructure;
customizable user interfaces 126 to allow users to adjust system settings for specific needs;
scalable architecture 128 to ensure compatibility with new technologies and devices;
security module 130 to encrypt data and protect communications from unauthorized access;
energy-efficient operations module 132 to optimize power usage across system components;
environmental monitoring system 134 to adjust system sensitivity based on atmospheric conditions;
interoperability module 136 to integrate with various internet of things (iot) devices;
disaster resilience capabilities module 138 to maintain operation during emergencies or disruptions;
dynamic GIS integration module 140 to provide real-time mapping and spatial analysis;
AI-driven anomaly detection system 142 to identify unusual patterns and address system issues;
collaborative learning framework 144 to enable shared data and algorithm improvement;
intelligent resource allocation system 146 to distribute resources based on real-time demand;
user feedback mechanism 148 to collect input and adjust the system based on preferences;
signal jamming protection system 150 to detect and mitigate signal interference;
multi-modal data processing module 152 to handle diverse data types for situational awareness;
cloud-based data management module 154 to securely store and share data for analysis;
intervention and control system 156 to allow manual overrides in critical situations;
data visualization tools 158 to present data insights through interactive dashboards;
user profiles module 160 to store preferences and adjust system settings based on user needs;
geofencing capabilities module 162 to define virtual boundaries and trigger actions;
post-processing analytics module 164 to analyze historical data for performance trends;
cross-platform compatibility module 166 to ensure functionality across multiple devices and systems; and
blockchain-based data integrity verification system 168 to ensure secure and trustworthy data exchange.

2. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein positioning module 102 is configured to collect real-time location data from GNSS, terrestrial networks, and inertial sensors, enabling high-precision positioning and continuous tracking across dynamic environments.

3. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein communication module 104 is configured to transmit data between devices using adaptive communication protocols, ensuring seamless connectivity and optimized bandwidth usage even under fluctuating network conditions.

4. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein AI processing unit 106 is configured to analyze real-time data, adjust positioning strategies, and optimize decision-making by learning from historical and environmental data for improved accuracy and efficiency.

5. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein data fusion algorithms 108 are configured to integrate data from multiple sensor sources, reducing errors caused by signal interference and environmental noise, providing a unified and accurate environmental model.

6. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein real-time predictive analytics module 122 is configured to forecast potential disruptions in positioning and communication, allowing the system to proactively adjust its operations to maintain reliable performance.

7. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein multi-sensor fusion technology 116 is configured to combine GNSS, terrestrial, and sensor data for enhanced positioning accuracy, reducing positioning errors even in challenging environments.

8. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein adaptive AI algorithms 118 are configured to continuously learn from real-time data, adjusting the system's positioning and communication strategies dynamically based on environmental and network conditions.

9. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein V2X integration 124 is configured to facilitate communication between vehicles, infrastructure, and external systems, enabling real-time data sharing to enhance traffic management, safety, and coordination in smart transportation networks.

10. The advanced positioning and communication system with AI integration 100 as claimed in claim 1, wherein method comprises of
positioning module 102 collecting location data from GNSS, terrestrial networks, and inertial sensors;
data fusion algorithms 108 integrating this data from multiple sources to reduce errors caused by signal interference and environmental noise;
AI processing unit 106 analyzing the fused data in real-time to determine the most accurate positioning and communication strategy;
communication module 104 transmitting the processed data between devices using adaptive communication strategies 112 to optimize bandwidth usage and minimize interference;
real-time predictive analytics module 122 anticipating potential disruptions in positioning and communication and adjusting the system's strategies dynamically;
user interface 114 displaying real-time data and system performance for users to monitor and adjust settings as necessary;
V2X integration 124 facilitating communication between vehicles, infrastructure, and other external systems to enhance traffic flow and safety;
multi-sensor fusion technology 116 continuously refining positioning accuracy by combining GNSS data with additional sensor inputs;
environmental monitoring system 134 adjusting the system's sensitivity to account for atmospheric and environmental changes such as fog or rain;
security module 130 encrypting data during transmission to ensure secure communication between devices and infrastructure;
signal jamming protection system 150 detecting and mitigating any interference or attempts to block the signal, maintaining uninterrupted communication and positioning;
cloud-based data management module 154 storing and sharing collected data for analysis, monitoring, and future system improvements;
collaborative learning framework 144 enabling multiple devices to share data and improve algorithms collectively for better performance;
AI-driven anomaly detection system 142 identifying unusual patterns in positioning or communication data and alerting users to address issues in real time;
energy-efficient operations module 132 optimizing power usage for all system components, especially in resource-constrained environments;
geofencing capabilities module 162 defining virtual boundaries and triggering alerts or automated actions when devices cross these zones; and
user feedback mechanism 148 collecting input from users on system performance and adjusting operational strategies based on preferences.

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