Context Aware Data Stream Pre-processor for Time-Sensitive Applications
ID: N242-096Type: BOTH
Overview

Topic

Context Aware Data Stream Pre-processor for Time-Sensitive Applications

Agency

Agency: DODBranch: NAVY

Program

Type: SBIRPhase: BOTH
Timeline
    Description

    The Department of Defense, specifically the Navy, is seeking innovative solutions through the SBIR program for a context-aware data stream pre-processor designed for time-sensitive applications. The objective is to develop a self-learning pre-processing solution that can efficiently manage high throughput Radio Frequency (RF) data streams, distinguishing high-value inputs while optimizing resource allocation under constraints such as storage, compute power, and latency. This technology is crucial for applications requiring rapid data processing, particularly in fields like signal processing for wireless networks and autonomous vehicle sensing. Interested parties should note that the solicitation is currently closed, with the next phase opening on May 15, 2024, and applications due by June 12, 2024. For more details, visit the official SBIR website at https://www.dodsbirsttr.mil/topics-app/.

    Files
    Title
    Posted
    Similar Opportunities
    Robust Processing Techniques for Complex RF Applications Using Generative AI/ML Techniques in the Presence of Training-Testing Distribution Mismatch -
    DOD
    The Department of Defense, specifically the United States Air Force (USAF), is seeking proposals for the Small Business Innovation Research (SBIR) topic titled "Robust Processing Techniques for Complex RF Applications Using Generative AI/ML Techniques in the Presence of Training-Testing Distribution Mismatch." The objective is to develop efficient techniques that enhance Generative AI/ML algorithms for radio frequency (RF) applications, particularly in scenarios where there are significant mismatches between training and operational data distributions, with a focus on anomaly detection and corrective measures. This initiative is crucial for improving the robustness of AI/ML applications in data-scarce environments, ensuring that these technologies can effectively adapt to real-world operational challenges. Interested parties must submit their proposals by June 25, 2025, with the opportunity being open for submissions starting May 7, 2025. For more information, please refer to the solicitation documents available at the provided source link.
    Exploring Novel Machine Learning Techniques for Predictive Supply Chain Analytics within DoD and DIB -
    DOD
    The Department of Defense (DoD), specifically the United States Air Force (USAF), is seeking proposals for the Small Business Innovation Research (SBIR) program focused on "Exploring Novel Machine Learning Techniques for Predictive Supply Chain Analytics within DoD and DIB." The objective is to enhance the efficiency, resilience, and responsiveness of the Department of the Air Force (DAF) supply chain through advanced predictive analytics and machine learning technologies, addressing critical supply chain challenges such as demand forecasting, disruption prediction, and resource optimization. This initiative is crucial for ensuring mission readiness and national security, with a comprehensive work plan that includes needs assessment, data integration, platform development, and user training. The solicitation is set to open on May 28, 2025, with proposals due by June 25, 2025. Interested parties can find more information and submit proposals through the official DoD SBIR/STTR website.
    Robust Conformal RF Sensors -
    DOD
    The Department of Defense, specifically the United States Air Force, is seeking innovative solutions through the SBIR program for the development of robust conformal RF sensors designed for high-speed hypersonic vehicles. The primary objective is to create sensors that can withstand extreme temperatures exceeding 1000°C while maintaining effective RF functionality, thereby overcoming the conflicting requirements of mechanical and thermal survivability. This initiative is critical for enhancing the operational capabilities of hypersonic platforms, as it aims to integrate high-performance sensors directly onto the vehicle's outer surface, minimizing Size, Weight, Power, and Cost (SWaP-C). Interested parties should note that the solicitation is set to open on May 28, 2025, with proposals due by June 25, 2025, and further details can be found at the provided source link: https://www.dodsbirsttr.mil/topics-app/.
    Novel Sensors for Robotic Non-destructive Inspection in Confined Space -
    DOD
    The Department of Defense, specifically the United States Air Force, is seeking innovative solutions for novel sensors designed for robotic non-destructive inspection in confined spaces. The objective is to develop nondestructive evaluation (NDE) sensors that can be integrated with highly compliant and miniature robotic systems, enabling inspections without disassembly using techniques such as ultrasonic, electromagnetic, thermal, and visible light imaging. This opportunity is critical for advancing inspection technologies that can operate in challenging environments, enhancing the capabilities of robotic platforms. The solicitation is currently in the pre-release phase, with the open date set for May 28, 2025, and applications due by June 25, 2025. Interested parties can find more information and submit proposals through the official DOD SBIR website.
    Hyperdimensional Computing for Low Size, Weight, and Power Systems -
    DOD
    The Department of Defense (DoD), specifically the United States Air Force (USAF), is seeking proposals for the Small Business Innovation Research (SBIR) program focused on "Hyperdimensional Computing for Low Size, Weight, and Power Systems." The objective is to develop a unified hyperdimensional framework that integrates and optimizes the performance of various artificial neural network (ANN) architectures, addressing key areas such as resource allocation, robustness, energy efficiency, and scalability for military applications. This initiative is crucial for enhancing machine learning capabilities in constrained environments, particularly for platforms like UAVs and CubeSats, which require efficient processing of large data volumes. Interested parties should note that the solicitation will be released on May 7, 2025, with applications due by June 25, 2025, and can find more information at the DoD SBIR website.
    Direct Digital-to-mm-Wave Data Converter Development and Modeling -
    DOD
    The Department of Defense (DoD), specifically the United States Air Force (USAF), is seeking proposals for the development of advanced Digital-to-mm-Wave Digital-to-Analog Converters (DACs) and Analog-to-Digital Converters (ADCs) as part of its Small Business Innovation Research (SBIR) program. The objective is to create fully integrated converter architectures that enhance the performance of direct-RF beamforming transceivers, which are critical for airborne and spaceborne sensing, electronic warfare, and communications. This initiative aims to address the limitations of current data converters by developing high-performance solutions that meet stringent specifications, including high bandwidth and low power consumption, while also creating cross-domain functional models for system-level simulations. Proposals are due by June 25, 2025, with the opportunity set to open on May 28, 2025. For more information, interested parties can visit the SBIR website at https://www.dodsbirsttr.mil/topics-app/.
    SBIR/STTR Command Center: A Unified Platform for Innovation -
    DOD
    The Department of Defense (DOD) is seeking proposals for the SBIR/STTR Command Center, a unified platform aimed at enhancing the efficiency of the SBIR and STTR programs, which are vital for fostering technological innovation and economic growth among U.S. small businesses. The objective is to design, develop, and implement an AI-powered platform that streamlines the application and review process, enhances transparency, and improves post-award management, while addressing critical legal and ethical considerations such as data security and algorithmic fairness. This opportunity is particularly significant as it aims to create a centralized system that reduces administrative burdens and accelerates funding timelines, ultimately supporting the innovation ecosystem. Proposals are due by June 25, 2025, with the solicitation number MDA254-D002, and interested parties can find more information at the DOD SBIR/STTR website.
    Advanced, low latency, Peer to Peer Protocols for Autonomous Collaborative Platforms -
    DOD
    The Department of Defense (DoD) is seeking proposals for the Small Business Innovation Research (SBIR) program focused on developing advanced, low latency peer-to-peer protocols for autonomous collaborative platforms. The objective is to create a secure protocol for off-grid or private networked systems that can optionally connect to the internet, designed to function effectively in disrupted or low-infrastructure environments while being compatible with existing low-end embedded radio hardware. This initiative is crucial for enhancing mission readiness and disaster preparedness, particularly in applications involving low-cost sensor networks and secure communications for logistics and human digital interactions. Proposals are due by June 25, 2025, with further details available at the provided source link, and the project is classified under EAR-99 for export compliance.
    Advanced, low latency, Peer to Peer Protocols for Autonomous Collaborative Platforms -
    DOD
    The Department of Defense, specifically the United States Air Force, is seeking proposals for the Small Business Innovation Research (SBIR) program focused on developing advanced, low latency peer-to-peer protocols for autonomous collaborative platforms. The objective is to create a protocol that supports optional global position information, enhances power and position awareness in hardware, and optimizes network capabilities for various configurations, including star, federated, and peer-to-peer networks. This initiative is crucial for applications such as low-cost sensor networks, logistics tracking, and secure communications in environments with limited infrastructure. The solicitation is currently in the pre-release phase, with an open date of May 28, 2025, and a close date of June 25, 2025. Interested parties can find more information and submit proposals through the official SBIR website at https://www.dodsbirsttr.mil/topics-app/.
    Robust Conformal RF Sensors -
    DOD
    The Department of Defense, specifically the U.S. Air Force, is seeking innovative solutions for the development of robust conformal RF sensors as part of its Small Business Innovation Research (SBIR) program. The objective is to design and demonstrate advanced RF sensors that can withstand the extreme conditions of hypersonic flight, utilizing high-temperature materials and additive manufacturing techniques to optimize performance while minimizing size, weight, power, and cost. These sensors are critical for enhancing the capabilities of high-speed platforms, addressing the challenges posed by conflicting mechanical and thermal requirements. Interested parties must submit their Direct-to-Phase II proposals by June 25, 2025, with further details available through the provided links to the solicitation documents.