{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9854510","patent":{"patent_number":"US-9854510","title":"Dynamic aggression management of cellular connectivity","assignee":null,"inventors":[],"filing_date":"2016-07-07T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W","H04W"],"num_claims":20,"abstract":"This disclosure relates to techniques for dynamic selection of connection attempt throttling algorithms based on user context. According to some embodiments, a wireless device may monitor certain current conditions of the UE, such as battery level, user activity level, motion level, and/or other conditions. Depending at least in part on the current conditions of the UE, cellular connection attempt parameters may be selected. In some conditions the cellular connection attempt parameters may be selected such as to allow more aggressive pursuit of cellular connectivity, while in other conditions the cellular connection attempt parameters may be selected such as to allow less aggressive pursuit of cellular connectivity."},"analysis":{"summary":"The Dynamic Aggression Management of Cellular Connectivity patent introduces a dynamic approach to optimizing cellular connection attempts in wireless devices. The core innovation lies in the intelligent adjustment of connection parameters based on real-time user context and device conditions, such as battery level, user activity, and motion. This approach addresses the problem of balancing the need for reliable cellular connectivity with the desire to conserve battery life, a common challenge in mobile devices. The key technical approach involves monitoring various device conditions and using sophisticated algorithms to determine the optimal connection attempt parameters. This allows the device to aggressively pursue connectivity when needed (e.g., during active use) and conserve power when connectivity is less critical (e.g., during idle periods). The business value and applications of this technology are significant, as it can improve user experience, extend battery life, and enable new applications and services that require reliable cellular connectivity. The market opportunity is substantial, as the technology can be implemented in smartphones, tablets, IoT devices, and other wireless devices. By dynamically adjusting connection attempts, this innovation offers a more efficient and user-centric approach to cellular connectivity management, paving the way for improved mobile experiences.","layman_explanation":"The Dynamic Aggression Management of Cellular Connectivity patent addresses a common problem with smartphones and other cellular devices: poor battery life due to constant searching for a cellular signal. Existing solutions often involve simply reducing the frequency of connection attempts, which can lead to dropped calls and slow data speeds. This invention offers a more intelligent approach by dynamically adjusting the aggressiveness of connection attempts based on the user's current activity and the device's battery level.\n\nImagine your phone is trying to find the best route to a destination. Instead of blindly following a fixed path, this technology allows your phone to assess the situation and adjust its strategy accordingly. If you're actively using the phone for streaming video or making a call, it will aggressively seek out the strongest signal. However, if the phone is idle or the battery is low, it will conserve power by reducing the frequency and intensity of connection attempts. This is like your phone knowing when to sprint and when to take a leisurely stroll.\n\nThis technology matters because it directly addresses a major pain point for mobile users: battery life. By optimizing cellular connectivity, it can extend the time between charges and improve the overall user experience. It also offers a competitive advantage for device manufacturers, as it allows them to differentiate their products with longer battery life and more reliable connectivity. The potential ROI is significant, as it can lead to increased customer satisfaction and sales.\n\nLooking ahead, this technology could be further enhanced with artificial intelligence and machine learning. The system could learn user behavior and network conditions over time, further optimizing connection attempts. This could lead to even greater improvements in battery life and connectivity. The market adoption timeline will depend on the willingness of device manufacturers and network operators to integrate this technology into their products and services. The investment implications are promising, as this invention has the potential to revolutionize the way cellular devices manage connectivity.","technical_analysis":"The Dynamic Aggression Management of Cellular Connectivity patent presents a technically sophisticated solution to the problem of balancing cellular connectivity with power consumption. The system architecture involves several key components, including sensors for monitoring battery level, user activity, and motion. These sensors provide real-time data to a connection attempt controller, which uses sophisticated algorithms to determine the optimal connection parameters. The implementation details involve careful consideration of cellular protocols and standards. The system must be able to seamlessly integrate with existing network infrastructure and adapt to varying network conditions. The algorithm specifics involve a dynamic throttling mechanism that adjusts the frequency and power of connection attempts based on the monitored device conditions. This mechanism must be finely tuned to avoid excessive power consumption while maintaining a reliable connection. Integration patterns involve the use of APIs and software interfaces to allow the system to interact with other device management components. Performance characteristics are evaluated based on metrics such as battery life, connection stability, and data throughput. Code-level implications involve the development of efficient and optimized software routines for monitoring device conditions and controlling connection attempts. The technology requires careful optimization to minimize overhead and ensure that it does not negatively impact device performance. The overall technical architecture represents a significant advancement in cellular connectivity management, offering a more efficient and user-centric approach to wireless communication.","business_analysis":"The Dynamic Aggression Management of Cellular Connectivity patent presents a significant business opportunity in the mobile device and wireless communication industries. The market opportunity size is substantial, as the technology can be implemented in a wide range of devices, including smartphones, tablets, IoT devices, and other wireless devices. The competitive advantages of this technology include improved battery life, enhanced user experience, and the ability to enable new applications and services that require reliable cellular connectivity. The revenue potential is significant, as device manufacturers can use this technology to differentiate their products and increase sales. Business models can include licensing the technology to device manufacturers or integrating it into network infrastructure. Strategic positioning involves targeting device manufacturers and network operators who are seeking to improve the performance and efficiency of their products and services. ROI projections are based on the potential for increased sales, reduced support costs, and the ability to generate new revenue streams. The technology offers a compelling value proposition for both device manufacturers and network operators, making it a promising investment opportunity. The ability to dynamically adjust connection attempts based on user context and device conditions represents a significant advancement in cellular connectivity management, paving the way for improved mobile experiences and new business opportunities.","faqs":null,"topics":["cellular connectivity","dynamic throttling","battery optimization","user context","wireless device","dynamic","aggression","management"],"tech_cluster":null},"seo":{"title":"Dynamic Aggression Management - Patent US-9854510","description":"Optimize cellular connections with Dynamic Aggression Management. Improve battery life and connectivity. Full patent analysis and claims breakdown.","keywords":["cellular connectivity","dynamic throttling","battery optimization","user context","wireless device","patent","patent US-9854510"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9854510","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9854510","citation_suggestion":"Patentable. \"Dynamic aggression management of cellular connectivity\" (US-9854510). https://patentable.app/patents/US-9854510","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9854510","json":"https://patentable.app/api/llm-context/US-9854510","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:34:40.617Z"}