Primary Reasons For Using High Level Languages
- High productivity
- Code reuse
- Optimising system cost / performance
- Rapid prototyping and algorithm proving
- Integration with real-time kernels and operating systems
- Ease of debug
- Availability of algorithms
The latest generation of compilers allows high level code to be compiled to a quality of assembly code that is very close to that which would be generated by hand. The development process is therefore very much easier than writing the algorithm in assembly code from scratch. An increasingly common development route is to develop the algorithms on a PC or Workstation and then rewrite the application for the target processor. Using the same language for development and deployment often allows the same code to be used for both, with the different I/O requirements handled through the use of conditional compilation of the source.
Modern high performance DSPs are also changing the way we view algorithmic efficiency and an increasing number of projects are written in a high level language because the savings at development time are far greater than the extra cost overhead of using faster processors at deployment.The architectures of the latest DSPs are also becoming more complex, for example with the integration of parallel execution units. This means that it is increasingly difficult for programmers to learn how to fully optimise their algorithms. When the complexity issue is coupled with the fact that the majority of DSP algorithms are block oriented vector processing algorithms and it is now becoming possible for high level language compilers to produce code that is 100% optimised.
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Numerix-DSP Libraries : http://www.numerix-dsp.com/eval/