SIGNAL SYSTEMS CORPORATION — Department of Defense SBIR Phase I: N211-011
SIGNAL SYSTEMS CORPORATION — SBIR Phase I award from Department of Defense.
Phase I SBIR feasibility signal
- Phase I awards fund proof-of-concept work. For capture teams, they mark early interest from Department of Defense in a technical approach.
- Watch for Phase II follow-ons from the same firm/topic family — that conversion path is where budgets and transition pressure rise.
- Obligated amount $239,972. Cross-check similar awards in the same agency and technology tags for going-rate context.
- Topic code N211-011 links this award to a solicitation family — search the same topic stem for incumbents and recompete timing.
- Amount
- $239,972
- Agency
- Department of Defense · Navy
- Program / Phase
- SBIR · Phase I
- Topic
- N211-011
- Solicitation
- 21.1
- NAICS
- —
- Place of performance
- MD
- Period
- 2021-07-27 → 2023-02-06
Description
Signal Systems Corporation (SSC) will utilize recent advances in deep reinforcement learning to develop novel ping strategies under "Disruptive Autonomy Against Reactive Targets" (DAART). SSC will leverage its extensive experience in developing ping control algorithms, deep learning, and simulations for acoustic air anti-submarine warfare (ASW) systems to develop an intelligent ping controller which learns to maximize the success of search missions. SSC will increase the fidelity of the simulation by developing a reactive target model which utilizes local environmental knowledge and observations of direct blasts to plot an evasive course and set a speed and depth which minimize detection while moving towards a goal. Key SSC innovations include adapting deep reinforcement learning research to the acoustic air ASW domain, and developing a flexible approach that easily incorporates new capabilities, and uses knowledge from one system to decrease training times when moving to new systems.