ROME — ANDRO Computational Solutions, LLC announced it received a utility patent, titled Multi-Task Learning Neural Network Framework for RF Spectrum Sensing and Classification, from the U.S. Patent Office on May 28. The patented invention applies artificial-intelligence (AI) technologies to multidimensionally capture, process, and classify radio frequency (RF) electronic signals in complex electromagnetic operational environments […]
ROME — ANDRO Computational Solutions, LLC announced it received a utility patent, titled Multi-Task Learning Neural Network Framework for RF Spectrum Sensing and Classification, from the U.S. Patent Office on May 28. The patented invention applies artificial-intelligence (AI) technologies to multidimensionally capture, process, and classify radio frequency (RF) electronic signals in complex electromagnetic operational environments with increased efficiency and accuracy to enhance military battlespace awareness. ANDRO’s Marconi-Rosenblatt AI Innovation Lab, under the direction of Anu Jagannath and Jithin Jagannath, spearheaded the concept development for the patent. The lab continues to make contributions in advancing technologies using AI, leading to products and solutions that have both military and commercial applicability. The lab has additional specialized inventions in the patent pipeline related to novel and efficient RF signal/spectrum exploitation that focus on developing innovative and compact solutions. “The MR AI Lab team excels in harnessing the potential of even the smallest software-defined radios, simultaneously extracting diverse signal descriptors for multidimensional analysis and understanding,” Jithin Jagannath said in a news release. Several members of the lab team — including Zackary Kane, Noor Biswas, Sabarish Krishna Moorthy, Swatantra Kafle, and Haolun Li — are developing products derived from the patent. The lab also holds a suite of radio frequency machine learning utility patents pending approval and received a notice of publication for its provisional filing, Signal Intelligence System to Integrate Spectrum Prediction with Emitter Classification and PNT, which is anticipated to soon enter into the utility patent stage. According to ANDRO President Andrew Drozd, electronic intelligence is at the forefront of developing radio frequency machine learning solutions for military customers and can potentially serve the needs of civilian customers or applications. ANDRO has provided research, engineering, and technical services to defense and commercial industries since 1994, focusing on the research, development, and application of advanced computer software and hardware solutions for secure wireless communications, cognitive software defined radio networking, software waveform development, advanced multisensory data fusion, and sensor resource management. Along with its headquarters in Rome, ANDRO operates a recently opened field office in San Diego, California, to support its West Coast customers.