| Low-Latency Control and Sensor Management | Deterministic state machines, sensor control, motor or power-control loops, and moderate data filtering | 5,000–30,000 logic elements | 0–40 DSP blocks | 0.5–4 Mbit | None or basic serial links such as SPI, I²C, UART, or low-speed Ethernet | 30–120 single-ended or differential I/O | 1–5 W | Low cost, small package, low static power, sufficient control-timing margin, and industrial temperature support where required |
| Embedded Vision and Image Preprocessing | Pixel pipelines, color conversion, image scaling, filtering, feature extraction, and frame buffering | 30,000–150,000 logic elements | 50–500 DSP blocks | 4–40 Mbit | Camera interfaces, parallel video, MIPI-class links, or 1–10 Gb/s data connections | 80–300 I/O | 3–15 W | DSP density, block-RAM bandwidth, external memory support, clocking resources, and efficient streaming architecture |
| Real-Time Audio and Communications | Multi-channel filtering, channel coding, modulation, packet processing, and deterministic protocol handling | 50,000–250,000 logic elements | 100–1,000 DSP blocks | 8–80 Mbit | 1–25 Gb/s transceiver links may be required for high-throughput systems | 80–250 I/O | 5–20 W | DSP performance, transceiver count, signal integrity, low-jitter clocking, deterministic latency, and memory bandwidth |
| Industrial Networking and Protocol Bridging | Frame parsing, packet classification, time synchronization, traffic shaping, and protocol conversion | 40,000–180,000 logic elements | 20–200 DSP blocks | 4–32 Mbit | Multiple 1 Gb/s to 25 Gb/s Ethernet-class or fieldbus interfaces | 100–300 I/O | 4–18 W | Transceiver availability, packet-buffer memory, timing accuracy, security features, and long-term device availability |
| High-Speed Data Acquisition | Parallel sampling, digital down-conversion, decimation, FFT processing, triggering, and continuous data movement | 100,000–400,000 logic elements | 300–2,000 DSP blocks | 16–160 Mbit | High-speed converter interfaces and multiple 10–32 Gb/s serial links | 120–500 I/O | 10–30 W | DSP throughput, memory bandwidth, converter compatibility, transceiver performance, clock quality, and thermal design |
| Hardware Acceleration with Embedded Processing | Custom algorithms combined with software control, DMA transfers, operating-system support, and external memory access | 100,000–500,000 logic elements | 200–2,000 DSP blocks | 32–256 Mbit | High-speed memory, PCIe-class connectivity, Ethernet, or other multi-gigabit interfaces | 150–500 I/O | 8–35 W | Processor integration, external DDR memory support, DMA efficiency, cache coherency, software tools, and thermal headroom |
| Large-Scale Compute and Multi-Channel Processing | Parallel numerical algorithms, packet or image processing at scale, multiple independent pipelines, and high-throughput data movement | 250,000–1,000,000+ logic elements | 1,000–5,000+ DSP blocks | 64–512 Mbit | Several 25–100 Gb/s-class links and high-bandwidth external memory may be required | 200–700 I/O | 20–75 W | Maximum logic and DSP density, memory bandwidth, transceiver capacity, power delivery, cooling, and timing closure |