Sensor Signal Processing for Intelligent Systems
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- Дата: 6-07-2026, 22:00
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Название: Sensor Signal Processing for Intelligent SystemsАвтор: Khalid Raza, Naeem Ahmad
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2026
Страниц: 491
Язык: английский
Формат: pdf (true), epub
Размер: 69.5 MB
This edited book provides a comprehensive exploration of the latest advancements and methodologies in signal processing for intelligent systems. The book serves as a multidisciplinary reference, integrating theoretical foundations, algorithmic developments, and real-world applications across diverse domains, including healthcare, agriculture, environmental monitoring, and human activity recognition. By consolidating recent advancements and cross-domain insights, this book bridges the gap between theory and practice in sensor signal processing for intelligent systems. It fosters interdisciplinary collaboration and stimulates further research in the development of more efficient and scalable intelligent systems for diverse applications.
The fusion of sensor technologies, signal processing, and Artificial Intelligence (AI) has given rise to intelligent systems capable of understanding complex patterns and making informed decisions. From improving patient care and agricultural productivity to enhancing environmental monitoring and human–machine interaction, sensing and signal processing have become the unseen backbone of today’s intelligent world. This exciting progress has been driven by remarkable advances in algorithms, hardware, and interdisciplinary teamwork. Traditional signal processing methods have evolved into adaptive, AI-driven approaches that allow systems to learn, adapt, and improve over time. The integration of Deep Learning, graph neural networks, and multimodal data fusion now enables intelligent systems to interpret vast and varied signals—from the human heartbeat to hyperspectral images of crops—with unprecedented accuracy and efficiency.
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