Radar, secure communications, and electronic warfare all have at their roots in high-performance digital signal processing (DSP) chains with a performance range from one GFLOPS to ten TFLOPS. Achieving this level of performance, while still maintaining reasonable size, weight, and power (SWaP), is a challenge.
System architects often develop their concepts and models in MathWorks's MATLAB, then a separate team quantizes the mathematical models for execution in fixed-point-capable hardware. This quantization step often introduces deviation from original model and suffers from possible dynamic range constraints or other system issues.
Arria 10 and Stratix 10 FPGAs will offer the industry highest GFLOPS/Watt ratio to help maintain SWaP. An IEEE 754- compliant floating-point processing chain can significantly reduce the processing burden, reducing the need for repeated normalization, and consequently increase the hardware efficiency. The floating-point capability of FPGAs can eliminate the quantization step between MATLAB and hardware implementation while maintaining the designer's original system specification. Arria 10 and Stratix 10 FPGAs will offer up to 1.5 & 10 TFLOPs respectively.
Figure 1 highlight some of the high-performance DSP capabilities in Stratix® V FPGAs. These include integrated coefficient registers, hard pre-adders, and three multiplier modes for flexibility. The DSP architecture along with DSP Builder Advanced Blockset with fused data-path flow saves memory and routing resources while enabling designers to choose the precise blend of precision, utilization, and power.
Altera offers solutions, reference designs, and technical support to address military DSP applications. For more details, please contact us at firstname.lastname@example.org.
|28-nm Variable-Precision DSP Block Architecture||Learn how the DSP block architecture optimizes floating-point precision in each block to an 18-bit or high-precision mode.|
|DSP Builder Advanced Blockset
(includes fused-datapath flow)
|Read about the DSP Builder blockset and how it utilizes a fused-datapath flow to shorten development time and improve code efficiency.|
|Floating Point Megafunctions||Explore how floating-point megafunctions allow parametric tuning of GFLOP performance, power, and area.|
|White Paper: Achieving One TeraFLOPS with 28-nm FPGAs (PDF)||Achieve 1 teraFLOP FPGA performance in a single FPGA by maximizing fixed- and floating-point performance.|
|White Paper: An Independent Analysis of Altera's FPGA Floating-point DSP Design Flow (PDF)||This BTDI study validates and benchmarks Altera's floating-point DSP tool performance and its ease of use.|
|"Floating-Point FPGAs for DSP Bring High Precision to Radar and EW Systems"||Use floating-point DSP in FPGAs to achieve high precision and dynamic range while reducing power and latency.|
|"Signal processing approaches for electronic warfare and signals intelligence spark debate"||This comparison of FPGA, GPU, and DSPs in high-performance military designs shows how to use COTs boards to shrink development times.|
|White Paper: Using Floating-Point FPGAs in DSP for Radar (PDF)||Learn about the power, performance, and dynamic range advantages of FPGAs in radar applications.|
|White Paper: JESD204A for wireless base station and radar systems (PDF)||Use the JEDEC JESD204A data converter interface with Altera's Stratix V FPGAs and NXP ADCs for synthetic beamforming and steering in radar and radio systems.|
|Floating-Point DSP Solutions||Use MathWorks's MATLAB and Simulink to solve floating-point challenges in developing radar applications.|
|IEEE Lecture: "Digital Signal Processing for Radar Applications," March 2011||Learn how to optimize the modeling and implementation of STAP back-end processing in an FPGA.|
|White Paper: Accelerating DSP Designs with the Total 28-nm DSP Portfolio (PDF)||Use DSP tools and resources to tailor designs to different applications based on the desired performance and precision.|
Optimize variable-precision DSP in Arria® and Cyclone® series FPGAs with this overview of DSP resources and tools.
|White Paper: Enabling Low-Power EO/IR System Development with FPGAs and Image- and Sensor-Processing IP (PDF)||View the MegaCore® functions available for next-generation electro-optical and infrared systems in Cyclone FPGAs.|
|Stratix V FPGA Transceivers||Learn about industry -leading and proven transceivers for 28-Gbps FPGAs.|
|White Paper: Boosting System Performance with External Memory Solutions (PDF)||Explore external memory solutions including Altera’s PHY offerings and new memory controller.|