Fixed-Point Designer™ provides data types and tools for optimizing and implementing fixed-point and floating-point algorithms on embedded hardware. It includes fixed-point and floating-point data types and target-specific numeric settings. With Fixed-Point Designer you can perform target-aware simulation that is bit-true for fixed point. You can then test and debug quantization effects such as overflows and precision loss before implementing the design on hardware.
Fixed-Point Designer provides apps and tools for analyzing double-precision algorithms and converting them to reduced-precision floating point or fixed point. Optimization tools enable you to select data types that meet your numerical accuracy requirements and target hardware constraints. For efficient implementation you can replace computationally expensive design constructs with hardware-optimal patterns such as compressed lookup tables.
Production C and HDL code can be generated directly from your fixed- and floating-point optimized models.
Fixed point basics.
Performing fixed-point arithmetic.
fi object display settings used in code examples.
This example shows how to accelerate fixed-point algorithms using
This example shows how to set fixed-point data types by instrumenting MATLAB code for min/max logging and using the tools to propose data types.
Generate standalone fixed-point C code.
Manual conversion of a floating-point MATLAB algorithm to fixed point.
Overview of the development cycle for simulating dynamic systems.
Reading fixed-point data from MATLAB® into your Simulink® models, and logging fixed-point information from your models and simulations to the workspace.
Fixed-point model creation by configuring Simulink blocks to output fixed-point signals.
Example based on the
fxpdemo_dbl2fix model, which
highlights many of the key features of the Fixed-Point Designer software.
Use the Fixed-Point Tool to convert a floating-point model to fixed point.
Data type override settings for sharing and editing a model containing fixed-point blocks without the Fixed-Point Designer software.
Fixed-point hardware can provide benefits in size and power consumption, memory usage, speed, and cost.
Fixed-point data types representation.
Discusses the concepts behind arithmetic operations in Fixed-Point Designer.
Discusses the types of scaling used in Fixed-Point Designer; binary point-only and [Slope Bias].
Introduces the concepts behind arithmetic operations in Fixed-Point Designer.
Overview of measurement scales and representing numbers.