Signal Processing, Algorithms, Intelligent Agents and Electronics Sample Clauses

Signal Processing, Algorithms, Intelligent Agents and Electronics. This Functional Area includes the development of signal processing strings, information processing algorithms, intelligent agents and electronics to improve detection, classification, localization and tracking of contacts, reduce false alarms, improve operations in cluttered environments, enhance operator performance, enable unmanned operations, improve reliability and manufacturability, support open architectures, support testing, reduce size, weight, cooling and required power, and support compliance with respect to cyber security. This Functional Area also includes Test and Evaluation tools to improve the Government’s ability to test, reconstruct, analyze, assess and evaluate Sensor, array and SONAR systems. Test and Evaluation improvements include embedded evaluation and reporting, real time analysis, improved visualization of test events, more accurate reconstruction, off range reconstruction, data reduction and post test analysis.
Sample 1
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Signal Processing, Algorithms, Intelligent Agents and Electronics. The Offeror shall describe a concept for an automatic algorithm capable of detecting and localizing the origin of echoes from active sonar transmissions. The algorithm shall process the digital time series produced by a four-channel sensor providing a directional response along the horizontal and vertical axes. Each time series shall contain background ambient noise, reverberation and echoes from objects in the water column produced with a frequency modulated transmit pulse. Received data shall be collected on a platform that could be traveling up to 5 knots submerged. The algorithm shall include appropriate normalization, clustering, segmentation logic and file storage to produce a digital log of all detections from the last 14 days. The probability of detection shall be at least 90% when valid echoes have a signal to noise ratio of more than 8 dB in the presence of steady state Gaussian noise. Simultaneously the false alarm rate shall be less than or equal to 1 false alarm per ping cycle. The algorithm shall estimate the horizontal and vertical angle of the echo and distance to a detected reflector with an error less than 20% of truth, given a sensor with appropriate angle and time resolution properties. The Offeror shall also describe a software program possibly involving multiple simultaneous threads intended to process the continuous stream of incoming multi-channel digital data while executing the functions described above. The software shall execute upon a single Computer Processing Unit (CPU) with local random access memory (RAM) on a low-profile circuit board containing appropriate interfaces to sensors and other devices. The program shall also run under a Commercial Off-The-Shelf (COTS) operating system and execute all functions such that less than 0.1% of incoming sensor data is lost. Outputs from the program shall be delayed with respect to the inputs by no more than 10 seconds. The processing software shall include entry points or logging functions to support preventative maintenance fault localization (PMFL). The software program shall achieve a 98% Availability - AO and a mean-time- between-operational-failure (MBTOF) of 336 hours. The operational software and Offeror software development environment at the unclassified level shall conform to requirements defined in the National Institute of Standards and Technology (NIST) Special Publication 800-171. Describe the steps required for Conceptual Design (SOW 4.1), Prototype Design, Fabrication,...
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