Algorithm Development

Data Patterns with its robust methodology in algorithm development services supports demanding programs, and other requirements with customized deliverable. We focus on complex defense and aerospace segments, but also service the scientific community in general. Algorithm development services are offered in domains such as Radar signal Processing, Electronic Warfare, Image Processing, Audio processing, and Inertial Navigation systems. Our solutions include system modeling, algorithm simulations & fine tuning, system analysis, data processing and field data analysis.

Our algorithm development services have a significant impact, in performance and functionality that requires a functional edge. Utilizing the latest algorithm simulation tools and technologies, Data Patterns provides a comprehensive range of innovative solutions, many of which have been deployed with categorical success in defense, aerospace, and communication applications.

Data Patterns offers the algorithm development services in the following core areas
  • Data analysis
  • Feasibility checks
  • Algorithm development
  • System Modeling
  • Algorithm Simulation
  • Algorithm Optimization
  • Algorithm Porting to target platforms
  • System analysis
  • System integration
Data Patterns with its rich design and development experience will help you to:
  • Establish foundational processes and plan for the successful deployment of complex signal processing algorithms
  • Instantiate complex analytics and algorithms, and deploy to target environments in a scalable manner
  • Assist in the proper capture of requirements, planning, design, implementation, testing, and deployment of complex signal processing applications
  • Reduce development effort, defect densities, and time-to-market
  • Design and implement solutions by making best use of existing defense and aerospace domain experience; to realize cutting edge algorithms
  • Bring together the technical expertise gained from working with defense and avionics applications, and consequently, a deep knowledge of Digital Signal Processing to deliver end results in, and across, domains.

Once algorithm requirements are defined, using high-level model based simulation with powerful synthesis tools; we provide the most efficient deployment to FPGA-based and processor-based wide bandwidth designs, and greatly-optimized implementations. We use heuristics that lead to unmatched performance, and an optimal hardware efficiency. Algorithm implementation is carried out deploying fixed-point modeling and using fixed-point data types. Automated co-simulation setup with RTL simulation tools, allows easy integration of VHDL / Verilog into the system-level modeling and simulation.

Data Patterns has a strong developmental knowledge base in the following domains
  • Radar Signal Processing
  • Tacking Radars, Wind Profiles, Surveillance Radars and Weather Radars
  • Electronics Warfare
  • Wide band and Narrow band signal analysis and complex waveform generation
  • Image Processing – Thermal imaging and Optical Imaging
  • Sensor Fusion
  • Numerical Methods
  • Audio and Video processing
  • Signal Processing for Control & Navigation application including Fiber Optic Gyro (FOG) based Inertial Measurement Units (IMU), Electro Mechanical Actuators, Electro- Pneumatic Actuators and Gimbal Stabilized platforms

Data Patterns utilizes industry standard tools for DSP developments and simulation. Our DSP Model Libraries and methods deliver the best performance simulation, combined with powerful analysis and debug capability, which consequently result in unrivaled productivity in our achieving signal processing applications.

In order to test and maintain a scalable solution, it is necessary to implement proper architecture and design. Through domain and application architecture expertise, Data Patterns can guide you in the design and implementation of complex algorithms correctly, and right first time. We help establish, or fine-tune, your development process around industry-standard best practices, ensuring that you achieve the greatest value, and also experience a notable reduction in development time.

By utilizing an efficient product development environment, we focus on continuous productivity improvement; with frameworks to baseline and measure engineering processes. Our robust development ecosystem, and expertise in design implementation, helps us deliver end-to-end solutions, ensuring right quality and on-time project execution. Additionally, using our defense and aerospace development expertise, we help customers reduce effort in managing the project, and ensure smooth work transitioning through efficient communication. This results in cost reductions without a negative impact on project quality and productivity.

Data Patterns is also associated with academic institutions to acquire domain and algorithm expertise, allowing us to continually improve the core knowledge base and research capabilities.

Working with Data Patterns can accelerate progression, diminishing the time required to go through the learning curve when adopting new tools and technologies. The result is a rapid return on your investment. Applying lessons learned from past projects, we help you jump to not only the right answer, but to the best answer. Data Patterns will work with you to meet standards of usage and best practices that ensure productivity and maintainability, which then also allow for rapid design, development, and realization of complex systems for you.

If you desire algorithm development services from a vendor who understands the need for simplicity in arriving at complex end-outcomes, we are, in all likelihood, your business partner.