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Recent Progress in Wearable Near-Sensor and In-Sensor Intelligent Perception Systems.
Jialin Liu1,2, Yitao Wang1, Yiwei Liu1,2
1CAS Key Laboratory of Magnetic Materials and Devices, Zhejiang Province Key Laboratory of Magnetic Materials and Application Technology, Ningbo Institute of Materials Technology and Engineering, China Academy of Sciences, Ningbo 315201, China.
Flexible wearable smart systems leverage near-sensor and in-sensor computing for intelligent, low-power applications. This review explores flexible five-sense systems, addressing design challenges and future potential.
Area of Science:
- Materials Science
- Electrical Engineering
- Computer Science
Background:
- The proliferation of the Internet of Things (IoT) drives demand for advanced wearable smart systems.
- Wearable devices require flexibility, biocompatibility, and efficient data processing to manage sensor data and communication delays.
- Emerging near-sensor and in-sensor computing paradigms offer solutions for intelligent, low-power wearable electronics.
Purpose of the Study:
- To review the research status of flexible five-sense sensing systems.
- To explore near-sensor and in-sensor computing architectures for wearable devices.
- To identify challenges and future applications in intelligent wearable technology.
Main Methods:
- Review of material design strategies for flexible sensors.
- Analysis of structural design principles for wearable systems.
- Examination of circuit design innovations for in-sensor and near-sensor computing.
Main Results:
- Flexible five-sense sensing systems are advancing through integrated material, structural, and circuit design.
- Near-sensor and in-sensor computing architectures are crucial for overcoming data redundancy and communication latency.
- Neuromorphic devices show promise for low-power, intelligent wearable applications.
Conclusions:
- Flexible, intelligent wearable systems are feasible with advanced computing paradigms.
- Addressing material, structural, and circuit design challenges is key to realizing their potential.
- These systems offer significant opportunities for future intelligent wearable device applications.
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