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The book " Digital Signal Processing Implementations: Using DSP Microprocessors with Examples from TMS320C54xx " by Avtar Singh
Algorithm-architecture co-design
- DSP performance gains often result from co-design: tailoring algorithms to hardware features (e.g., block processing for cache friendliness, fixed-point reformulation to avoid floating-point units, algorithmic approximations to reduce multiplies).
- Example strategies: polyphase filtering for sample-rate conversion, Pipelined FFT, Winograd convolutions, and using SIMD-friendly data layouts.
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Digital Signal Processing (DSP) architecture is a crucial aspect of modern electronics and communication systems. Avtar Singh, a renowned author in the field of electronics and communication engineering, provides an in-depth analysis of DSP architecture in his book. The book " Digital Signal Processing Implementations: Using
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3. Pipelining Hazards
The book provides one of the clearest walkthroughs of pipeline conflicts (structural, data, control) specific to DSP instruction sets. Pay attention to the "delay slot" examples.
Modified Harvard Architecture: Uses separate program and data memory spaces to allow simultaneous access to instructions and data.
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