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Machine Learning for SIGINT & Wireless
Machine Learning for SIGINT & Wireless
Intelligent RadiO with Agility via Machine learning (I-ROAM). (2020-2022)
Intelligent RadiO with Agility via Machine learning (I-ROAM). (2020-2022)
Research Area: Wireless mesh networking, cognitive radio, machine learning, signal processing, software defined radio.
Type: Army Rapid Innovation Fund
Funding Value: $3 Million
DeepForecaster: AI Engine for comprehensive RF SIGINT, assured PNT, and Forecasting. (2022)
DeepForecaster: AI Engine for comprehensive RF SIGINT, assured PNT, and Forecasting. (2022)
Research Area: Signal classification, machine learning, signal processing, Advanced RFI PNT, Behavior Prediction , software defined radio.
Type: Army SBIR Phase I and Phase II
Funding Value: $2 Million
DeepSPEC: Artificial intelligence-powered blind signal detector and classifier. (2020-2023)
DeepSPEC: Artificial intelligence-powered blind signal detector and classifier. (2020-2023)
Research Area: Signal classification, machine learning, signal processing, software defined radios.
Type: Army SBIR Phase I & Phase II
Funding Value: $1.25 Million
DeepeRFind: Sensitivity Enhancing Radio Frequency Fingerprinting Technique using Deep Learning. (2021)
DeepeRFind: Sensitivity Enhancing Radio Frequency Fingerprinting Technique using Deep Learning. (2021)
Research Area: RF Fingerprinting, machine learning, signal processing, software defined radio.
Type: Army SBIR Phase I
Funding Value: $150 K
INtelligent SIgnal Detector and classifiER (INSIDER). (2019)
INtelligent SIgnal Detector and classifiER (INSIDER). (2019)
Research Area: Signal classification, machine learning, signal processing, blind signal seperation, software defined radios.
Type: Army SBIR Phase I
Funding Value: $162K
Advanced Signal Processing & Networking
Advanced Signal Processing & Networking
Adaptive and Dynamic Jammer Nulling System with Multi-Resolution Transform Domains (ADJUST). (2022-2024)
Adaptive and Dynamic Jammer Nulling System with Multi-Resolution Transform Domains (ADJUST). (2022-2024)
Research Area: Advanced signal processing, software defined radios, Jammer nulling, Super-resolution jammer suppression
Type: Direct SBIR Phase II
Funding Value: $750K
Project Wi5G: Methodology for Secure Coexistence of 5G and Wi-Fi 6/6E for Federal Networks. (2021)
Project Wi5G: Methodology for Secure Coexistence of 5G and Wi-Fi 6/6E for Federal Networks. (2021)
Research Area: 5G, WiFi 6E, Security , Zero-Trust
Type: DHS SBIR Phase I
Funding Value: $150 K
Adaptive Radio for RObotic Warfare (ARROW). (2019-2022)
Adaptive Radio for RObotic Warfare (ARROW). (2019-2022)
Research Area: Jamming-resilient, medium access control, direction of arrival estimation, software defined radios
Type: Army SBIR Phase I & Phase II
Funding Value: $1.25 Million
Scalable Test Range Adaptable Instrumentation Network (STRAIN). (2019-2021)
Scalable Test Range Adaptable Instrumentation Network (STRAIN). (2019-2021)
Research Area: Wireless mesh networking, energy-aware routing, cross-layer approaches, software defined radios
Type: Army Rapid Innovation Fund
Funding Value: $2.9 Million
Interference Detection and Analysis Device (I-DAD). (2018)
Interference Detection and Analysis Device (I-DAD). (2018)
Research Area: Signal detection, signal processing
Type: DHS SBIR Phase I
Funding Value: $100 K
Machine learning for Unmanned Systems
Machine learning for Unmanned Systems
Deep Reinforcement Learning based Unmanned Aerial Vehicles (D-MARVEL). (2019-2022)
Deep Reinforcement Learning based Unmanned Aerial Vehicles (D-MARVEL). (2019-2022)
Research Area: Reinforcement Learning, deep learning, autonomous UAV control, computer vision
Type: Navy SBIR Phase I & Phase II
Funding Value: $1.3 Million
Robust Autonomy for NeGation of Enemy Radar (RANGER). (2022-2023)
Robust Autonomy for NeGation of Enemy Radar (RANGER). (2022-2023)
Research Area: Federated Reinforcement Learning, Manned Unmanned Teaming (MUM-T), autonomous UAV control, Radar Negation.
Type: Navy SBIR Phase I
Funding Value: $ 1.5 Million
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