{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9854450","patent":{"patent_number":"US-9854450","title":"Enhanced data collection, processing, and analysis facilities","assignee":null,"inventors":[],"filing_date":"2015-11-19T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04W","H04L","H04W","H04W","H04W","H04W"],"num_claims":14,"abstract":"A method and corresponding apparatus configured to collect raw data from a plurality of wireless devices. The raw data includes activity recorded when the wireless devices are at a selected topographic region. The raw data is combined to produce aggregated data representative of the activities of the individual wireless devices. Either the aggregated data or the raw data are selected for analysis depending on whether the raw data meets a threshold activity or subscriber density level. The selected data are analyzed to identify activity patterns of users of the wireless devices."},"analysis":{"summary":"The Enhanced Data Collection, Processing, and Analysis Facilities patent describes a method and apparatus for efficiently collecting and analyzing data from wireless devices. The core innovation lies in the system's ability to aggregate raw data from a plurality of wireless devices within a selected topographic region, providing a comprehensive view of user activity. This technology addresses the problem of inefficient data analysis by intelligently selecting either the aggregated data or the raw data for analysis based on predefined activity thresholds and subscriber density levels. This adaptive approach ensures that analysis is focused on areas with sufficient activity, leading to more meaningful insights and optimized resource allocation.\n\nThe key technical approach involves collecting raw data from wireless devices, combining this data to produce aggregated data, and then selecting the appropriate data set (raw or aggregated) for analysis based on predefined criteria. The selected data is then analyzed to identify activity patterns of users of the wireless devices. This process enables the system to provide valuable intelligence to various stakeholders, including urban planners, retailers, and emergency response teams.\n\nThe business value of this patent lies in its ability to provide actionable insights for data-driven decision-making. By understanding how people move and interact within a specific region, businesses and organizations can optimize their operations, improve resource allocation, and enhance customer experiences. The market opportunity for this technology is vast, as the demand for efficient and accurate data analysis continues to grow across various industries. The Enhanced Data Collection, Processing, and Analysis Facilities patent offers a scalable and adaptable solution that can be deployed in various settings, making it a valuable asset for businesses and organizations alike.","layman_explanation":"The Enhanced Data Collection, Processing, and Analysis Facilities patent provides a new way to understand how people behave in different areas by analyzing data from their wireless devices, like smartphones. This technology aims to solve the problem of inefficient data analysis, which often leads to missed opportunities and poor decision-making.\n\nInstead of just collecting all the data possible, this system smartly chooses which data to focus on. It looks at areas where there's a lot of activity, meaning a lot of people using their devices, and then analyzes that data to understand patterns. Think of it like this: imagine trying to understand what's happening at a concert. Instead of listening to every single person, you'd focus on the areas where people are cheering and dancing the most. This system does the same thing with wireless data.\n\nThis matters because it allows businesses and organizations to make better decisions. For example, a city planner could use this technology to understand traffic patterns and decide where to build new roads or public transportation. A retailer could use it to identify high-traffic areas and decide where to open new stores. An emergency response team could use it to understand crowd movements during a disaster and deploy resources more effectively.\n\nIn the future, this technology could be used to create even more personalized experiences. For example, imagine a smart city that adapts to your needs in real-time, providing you with information and services based on your location and activity. The Enhanced Data Collection, Processing, and Analysis Facilities patent is a step towards making this vision a reality.","technical_analysis":"The Enhanced Data Collection, Processing, and Analysis Facilities patent details a system that leverages a multi-stage process for efficient data analysis. The technical architecture begins with data collection from a multitude of wireless devices. These devices transmit raw data, which includes activity logs and location information, to data aggregation points within the specified topographic region. These aggregation points then combine the raw data into aggregated data sets, representing a comprehensive overview of activity in the area.\n\nThe implementation details involve the use of algorithms to determine whether to analyze the raw data or the aggregated data. This decision is based on predefined thresholds for activity and subscriber density. If the raw data meets the threshold, it is selected for analysis; otherwise, the aggregated data is used. This adaptive approach optimizes resource allocation by focusing on areas with sufficient activity or subscriber density.\n\nThe analysis phase employs various data mining and machine learning techniques to identify activity patterns. These patterns can reveal valuable insights into user behavior, traffic flow, and other relevant metrics. The system can be integrated with existing wireless networks and data storage solutions. Performance characteristics of the system depend on the density of wireless devices and the processing power of the data aggregation points. Code-level implications involve the development of efficient algorithms for data aggregation, thresholding, and pattern recognition. The data is used for smart applications.","business_analysis":"The Enhanced Data Collection, Processing, and Analysis Facilities patent presents a significant market opportunity in the realm of data analytics and wireless technology. The market size for data analytics is rapidly growing, driven by the increasing volume and complexity of data generated by wireless devices. This technology offers a competitive advantage by providing a more efficient and accurate way to collect, process, and analyze data from wireless devices.\n\nThe revenue potential for this technology is substantial. It can be monetized through various business models, including licensing, subscription services, and data analytics consulting. The strategic positioning of this technology is strong, as it addresses a critical need for efficient data analysis in various industries, including urban planning, retail, and emergency response. ROI projections are favorable, given the potential for cost savings and revenue generation through improved decision-making and optimized operations.\n\nThe competitive advantages of this technology include its adaptive approach to data selection, its ability to identify activity patterns in real-time, and its scalability to handle large volumes of data. The system is able to address the gaps in the data processing market.","faqs":null,"topics":["wireless data collection","data processing","data analysis","activity patterns","subscriber density","enhanced","collection","processing"],"tech_cluster":null},"seo":{"title":"Enhanced Data Collection - Wireless Data Analysis Patent","description":"Discover how this patent revolutionizes wireless data collection with intelligent processing and analysis for smart cities & more. Patent US-9854450 analysis.","keywords":["wireless data collection","data processing","data analysis","activity patterns","subscriber density","smart cities","patent","patent US-9854450"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9854450","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-9854450","citation_suggestion":"Patentable. \"Enhanced data collection, processing, and analysis facilities\" (US-9854450). https://patentable.app/patents/US-9854450","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9854450","json":"https://patentable.app/api/llm-context/US-9854450","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T05:49:07.258Z"}