Artificial Intelligence/Machine Learning (AI/ML) Ready Synthetic Radio Frequency (RF) Data
ID: A244-068Type: Phase II
Overview

Topic

Artificial Intelligence/Machine Learning (AI/ML) Ready Synthetic Radio Frequency (RF) Data

Agency

Agency: DODBranch: ARMY

Program

Type: SBIRPhase: Phase II

Topic Link

https://www.dodsbirsttr.mil/topics-app/

Additional Information

https://www.dodsbirsttr.mil/topics-app/
Timeline
    Description

    The Department of Defense, specifically the Army, is seeking proposals for the Small Business Innovation Research (SBIR) program focused on generating and labeling synthetic Radio Frequency (RF) data to enhance automated detection and characterization of Signals of Interest (SoI). The objective is to develop innovative methods that will support the training of AI and machine learning models, addressing the challenges posed by the increasing volume and diversity of RF signals in operational environments. This initiative is crucial for improving situational awareness and decision-making capabilities in both strategic and tactical military operations. Proposals are invited for Direct to Phase II (DP2) submissions with a funding amount of up to $2,000,000 for an 18-month performance period, with applications due by October 29, 2024. For more details, interested parties can visit the solicitation link at https://www.dodsbirsttr.mil/topics-app/.

    Files
    Title
    Posted
    1729929012842.pdf
    Similar Opportunities
    Secure Multi-Source Data Fusion Environment for pLEO Constellations -
    DOD
    The United States Space Force (USSF), through the Space Development Agency (SDA), is seeking innovative solutions for a Secure Multi-Source Data Fusion Environment tailored for proliferated Low Earth Orbit (pLEO) constellations. The objective is to develop an adaptable software platform capable of ingesting, integrating, and analyzing high-volume, low-latency data from diverse space-based sources, enhancing real-time situational awareness and mission adaptability for the Department of Defense’s Proliferated Warfighter Space Architecture (PWSA). This initiative is critical for enabling automated decision-making and timely execution of operations, supporting the USSF's goal of improving data-to-decision agility and operational responsiveness. Interested parties must prepare Direct-to-Phase II proposals, demonstrating a completed feasibility study and a clear integration plan with Department of Air Force operations, with the application deadline set for December 31, 2025.
    Novel Technologies for CWMD and Related Threats - Open Topic -
    DOD
    The Defense Threat Reduction Agency (DTRA) is seeking innovative solutions through its Small Business Innovation Research (SBIR) program to develop novel technologies for detecting radiological and nuclear threats without the use of specialized sensors. The objective is to utilize signals from existing general-purpose military hardware, commercially available devices, and public data sources to enhance the detection capabilities for weapons of mass destruction (WMD). This initiative is crucial for overcoming the challenges associated with the high costs and lengthy timelines of developing new military hardware for WMD detection. The project is structured in three phases: Phase I focuses on identifying feasible use cases and developing a course of action; Phase II involves building and testing a model or prototype; and Phase III aims to refine the technology for broader dual-use applications in defense, government, and commercial sectors. The solicitation is currently in pre-release status, with an open date set for December 10, 2025, and a close date of December 31, 2025. Interested parties can find more information and submit proposals through the DOD SBIR website.
    Integrated S&T Insight and Co-Investment Decision Support Platform -
    DOD
    The United States Space Force (USSF) is seeking innovative solutions for the development of an Integrated Science and Technology (S&T) Insight and Co-Investment Decision Support Platform, aimed at enhancing the capabilities of Task Force Futures (TF-F) and other USSF stakeholders. The platform is intended to provide a secure, modular, and user-centric system that offers comprehensive visibility into the industry and investment ecosystem, focusing on S&T capabilities, capital flow patterns, and innovation trends relevant to future space operations. This initiative is critical for improving the alignment of research, development, test, and evaluation (RDT&E) priorities with commercial innovation, reducing inefficiencies, and strengthening institutional knowledge for data-informed co-investment strategies. Interested parties should note that this is a Direct-to-Phase II (D2P2) effort, requiring prior feasibility work, with proposals due by December 31, 2025. For more information, applicants can visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
    Affordable Ka-Band Metamaterial-Based Electronically Scanned Array Radar for Test and Training -
    DOD
    The Department of the Army is seeking innovative solutions for low-cost Ka-Band radar systems through advancements in metamaterials, aimed at emulating threat representative systems for the Test and Evaluation community. The primary objective is to develop a metamaterial-based Ka-Band radar that mimics the performance of an Active Electronically Scanned Array (AESA) while targeting a production cost of $300,000. This technology is crucial for various applications, including environmental monitoring, civil security, maritime surveillance, and healthcare imaging. Interested parties can submit Phase I proposals with a budget of up to $250,000 for a six-month performance period, with the application due by December 31, 2025. For more details, visit the solicitation agency's website at https://www.dodsbirsttr.mil/topics-app/.
    Far Forward Manufacturing of CBRN Sensors -
    DOD
    The Department of Defense (DoD) is seeking proposals for the Far Forward Manufacturing (FFM) of Chemical, Biological, Radiological, and Nuclear (CBRN) sensors, as outlined in solicitation number CBD254-008. The objective is to accelerate the production of compact and economical CBRN sensors that require minimal logistical footprints, enabling real-time threat detection for warfighters while reducing reliance on complex supply chains through advanced manufacturing techniques such as 3D printing and biomanufacturing. This initiative is critical for ensuring force readiness and adaptability in modern warfare, with potential dual-use applications in commercial sectors like clinical diagnostics and environmental sensing. Interested parties should note that Phase I proposals are due by December 31, 2025, with potential funding of up to $500,000 available for successful Phase II performers who secure additional non-SBIR/STTR funding.
    Acoustic-based UAS Rainbow Oscillation Refraction Architecture (AURORA) -
    DOD
    The Department of Defense, specifically the Special Operations Command (SOCOM), is seeking innovative research and development proposals for the Acoustic-based UAS Rainbow Oscillation Refraction Architecture (AURORA) under the SBIR program. The objective is to create an acoustic-based communication system that enables small uncrewed aerial systems (sUAS) within a swarm to communicate and determine their relative positions using sound generated by their propellers as a carrier wave. This technology is crucial for military applications where multiple drones operate in close proximity without relying on GPS or radio frequencies, enhancing their operational effectiveness and safety. Interested parties should prepare to submit their proposals by December 31, 2025, with the feasibility study phase (Phase I) focusing on system design options and achievable data rates, followed by prototype development in Phase II. For more details, visit the solicitation agency's website at https://www.dodsbirsttr.mil/topics-app/.
    RF Frontend Design (RFE) on Gallium Nitride on Silicon (GaN-on-Si) Open Topic -
    DOD
    The Department of Defense, through the Defense Microelectronics Activity (DMEA), is seeking proposals for the design, development, and demonstration of a low-noise amplifier (LNA) and power amplifier (PA) utilizing GlobalFoundries' 200-mm Gallium Nitride on Silicon (GaN-on-Si) technology. The objective is to enhance output power density, linearity, and efficiency in radio communication systems for both military and commercial applications, addressing the current lack of integrated solutions in this technology space. This initiative is critical for improving the performance of RF frontend circuitry, which is essential for radar, communications, and electronic warfare systems. Proposals are due by December 31, 2025, with the opportunity to access government-furnished equipment for prototyping, and interested parties can find more information at the DOD SBIR website.
    Unbiased Behavioral Discovery Platforms -
    DOD
    The Department of Defense (DoD), through the Defense Advanced Research Projects Agency (DARPA), is seeking innovative solutions for the development of unbiased behavioral discovery platforms aimed at enhancing the detection and development of medical countermeasures against chemical and biological threats. The primary objective is to create automated systems capable of quantifying novel animal behaviors in preclinical models with greater sensitivity and specificity than current methodologies, while minimizing variability and ethical concerns associated with traditional animal testing. This initiative is critical for accelerating the identification of effective medical countermeasures and improving defense health capabilities. Interested parties should note that the opportunity is part of the Small Business Innovation Research (SBIR) program, with a release date of September 3, 2025, and applications due by December 31, 2025. For more information, visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
    Silencing with Acoustic Rainbow Emitters (SWARE) -
    DOD
    The Department of Defense, specifically the Special Operations Command (SOCOM), is seeking innovative research and development proposals for a low-cost Acoustic Rainbow Emitter (ARE) aimed at significantly reducing the acoustic signature of Unmanned Aerial Systems (UAS). The primary objective is to create an ARE that can redirect and alter the frequencies of a UAS's acoustic emissions, achieving at least a 50% reduction in audibility, while ensuring the system is adaptable to various UAS platforms and maintains a low visual signature. This technology is crucial for enhancing the stealth capabilities of Special Operations Forces during tactical operations. Interested parties should note that the solicitation number is SOCOM254-008, with a release date of September 3, 2025, and applications due by December 31, 2025. For further details, please visit the official solicitation link at https://www.dodsbirsttr.mil/topics-app/.
    Li-ion 6T Battery Focused Open Topic -
    DOD
    The Department of Defense, specifically the Army, is seeking innovative solutions from small businesses through the SBIR program for the Li-ion 6T Battery Focused Open Topic. This initiative aims to address critical technical challenges related to MIL-PRF-32565 Li-ion 6T batteries, including the development of power beaming or wireless charging devices, advanced thermal runaway and fire mitigating materials, automated battery maintenance tools, and compact devices for combining batteries of various specifications for higher voltage applications. These batteries are vital for enhancing military fuel efficiency and operational capabilities, and the program offers funding of up to $250,000 for Phase I proposals, which are due by December 31, 2025. Interested parties can find more information and submit proposals through the official SBIR website.