Edge intelligence through in-sensor and near-sensor computing ...
Oct 1, 2025 · Near-sensor computing employs dedicated computing units in proximity to sensors, preserving a clear separation between the sensing and computing functions while enabling …
Ultra-Low Sensing-Time and Hardware-Efficient Spectrum Sensor ...
Based on this CSS algorithm, a new hardware-efficient architecture of the cooperative spectrum sensor (CSR) has been presented here that delivers remarkably low sensing-time, which consequently …
Edge Computing Guide: Transforming Real-Time Data Processing
Edge computing is a game-changer for businesses managing massive data from IoT and real-time systems. By processing data locally, it reduces latency, bandwidth usage, and enhances privacy and …
As seen above, the process of extracting the right features for maximum HDC accuracy can be a time-consuming process, and this time could be significantly reduced if a correctly tuned neural network …
Sep 30, 2025 · By positioning computational resources closer to the data source, edge computing helps to reduce transmission time and enhance the performance of time-sensitive applications.
Integrating Edge Computing for Real-Time Processing and ...
Jan 21, 2025 · We present a framework that incorporates edge computing to process sensor data, execute predictive modeling, and drive decision-making in real-time, all while reducing latency and …
Energy Efficiency Through In-Sensor Computing: ADC-less Real ...
Sep 9, 2024 · In this paper, we propose a novel approach for real-time image edge detection with an in-sensor, ADC-less sensing solution that achieves high energy efficiency and speed.