Design and Verify Embedded Signal Processing Systems Using MATLAB and Simulink

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1 Design and Verify Embedded Signal Processing Systems Using MATLAB and Giorgia Zucchelli, Application Engineer, MathWorks 17 December 2010, Technical University Eindhoven 1

2 Introduction to Model Based Design Methodology to design complex systems Using models and simulation Using tools that help automation Find errors early Reduce costly prototypes Increase productivity 2

3 From Idea to Implementation Not only coding, but also verifying, debugging, documenting, reusing RESEARCH Digital Fixed-Point DESIGN Algorithms IMPLEMENTATION MCU DSP FPGA ASIC REQUIREMENTS Analog/RF Physical Models C, C++ VHDL, Verilog Spectre Analog Hardware TEST & VERIFICATION Design Flows Design Methodologies EDA Tools Languages Simulators Models Prototypes INTEGRATION 3

4 Algorithm Design RESEARCH REQUIREMENTS Executable specs Multi-domain: one model DESIGN Many trusted functions Algorithms Digital Analog/RF Fixed-Point Physical Models IMPLEMENTATION TEST & VERIFICATION Advantages: Share the same specs Reuse the same model Fast design iterations C, C++ VHDL, Verilog Spectre MCU DSP FPGA ASIC Analog Hardware INTEGRATION 4

5 Algorithm Refinement RESEARCH REQUIREMENTS Refined behavioral models Bit-true simulation DESIGN Multi-domain physics Algorithms Digital Analog/RF Fixed-Point Physical Models IMPLEMENTATION TEST & VERIFICATION Advantages: Anticipate implementation Early verification C, C++ VHDL, Verilog Spectre MCU DSP FPGA ASIC Analog Hardware INTEGRATION 5

6 Algorithm Implementation RESEARCH REQUIREMENTS Automatic code generation C / C++ DESIGN Synthesizable HDL Algorithms Digital Analog/RF Fixed-Point Physical Models IMPLEMENTATION TEST & VERIFICATION Advantages: Rapid prototyping Less debugging, better design C, C++ VHDL, Verilog Spectre MCU DSP FPGA ASIC Analog Hardware INTEGRATION 6

7 Algorithm Verification RESEARCH REQUIREMENTS Co-simulation with EDA tools Integration with IDEs DESIGN Algorithms Digital Analog/RF Fixed-Point Physical Models IMPLEMENTATION TEST & VERIFICATION Advantages: Verify implementation at system-level Design reuse C, C++ VHDL, Verilog Spectre MCU DSP FPGA ASIC Analog Hardware INTEGRATION 7

8 Testing RESEARCH REQUIREMENTS Hardware in the loop verification DESIGN Test at system-level Algorithms Digital Analog/RF Fixed-Point Physical Models IMPLEMENTATION TEST & VERIFICATION Advantages: Unambiguous, fast verification One testbench fits all C, C++ VHDL, Verilog Spectre MCU DSP FPGA ASIC Analog Hardware INTEGRATION 8

9 Demo: Parametric Audio Equalizer Digital filters used to adjust the frequency content of an audio signal Parametric response that can be run-time controlled Three band equalizer Low Band: 60 to 1500 Hz Mid Range: 1200 to 4800 Hz High Range: 4800 to 12 khz Amplitude range: -8 to +8 db Target processor: TI C6437 DSP 9

10 Algorithm Design: PC Based Prototyping source analysis Embedded MATLAB 10

11 Algorithm Design: PC Based Prototyping source analysis Embedded MATLAB 11

12 Algorithm Refinement: Fixed-Point source analysis Fixed-Point Embedded MATLAB 12

13 Algorithm Refinement: Fixed-Point source analysis Fixed-Point Embedded MATLAB 13

14 Software-in-the-Loop (SIL) Verification source Embedded MATLAB analysis Legacy C code 14

15 Software-in-the-Loop (SIL) Verification source Embedded MATLAB analysis Legacy C code 15

16 Processor-in-the-Loop (PIL) Verification source Embedded MATLAB analysis Embedded IDE Link IDE Embedded C???? Texas Instruments TM Code Composer Studio TM Analog Devices VisualDSP++ Green Hills MULTI Altium TASKING Eclipse 16

17 Processor-in-the-Loop (PIL) Verification source Embedded MATLAB analysis Embedded IDE Link IDE Embedded C???? Texas Instruments TM Code Composer Studio TM Analog Devices VisualDSP++ Green Hills MULTI Altium TASKING Eclipse 17

18 On-Target Rapid Prototyping source analysis Embedded MATLAB Embedded IDE Link IDE ADC Embedded? C DAC Texas Instruments TM Code Composer Studio TM Analog Devices VisualDSP++ Green Hills MULTI Altium TASKING Eclipse 18

19 On-Target Rapid Prototyping source analysis Embedded MATLAB Embedded IDE Link IDE ADC Embedded? C DAC Texas Instruments TM Code Composer Studio TM Analog Devices VisualDSP++ Green Hills MULTI Altium TASKING Eclipse 19

20 Quickly Iterate between Idea and Prototype First prototype is functionally correct with automatic C code generation Spend your time in optimizing rather than debugging the code Find errors reusing the same testbench at each design step 20

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