Results 41 to 50 of about 5,685 (163)
Bit Grooming: statistically accurate precision-preserving quantization with compression, evaluated in the netCDF Operators (NCO, v4.4.8+) [PDF]
Geoscientific Model Development, 2016 Geoscientific models and measurements generate false precision (scientifically meaningless data bits) that wastes storage space. False precision can mislead (by implying noise is signal) and be scientifically pointless, especially for measurements.
C. S. Zender
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IEEE AccessThe adoption of one-bit analog-to-digital converters (ADCs) in wireless communication has become increasingly popular, owing to their potential to reduce power consumption. However, there is a decreased spectral efficiency (SE) associated with their use,
Metasebia Demissu Gemeda +3 more
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IEEE Access, 2023 Spiking Neural Networks (SNNs) show their potential for lightweight low-power inferences because they mimic the functionality of the biological brain. However, one of the major challenges of SNNs like other neural networks is memory-wall and power-wall ...
Ngo-Doanh Nguyen +3 more
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One-Bit LFM Pulse Radar: Harmonic Analysis and Target Reconstruction
IEEE Access, 2019 One-bit radar, adopting one-bit analog-to-digital converters to perform signal sampling and quantization, is a promising technology for low-cost and resource-limited applications.
Benzhou Jin +3 more
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Performance Analysis Of Mono-bit Digital Instantaneous Frequency Measurement (Difm) Device [PDF]
AUT Journal of Electrical Engineering, 2017 Instantaneous Frequency Measurement (IFM) devices are the essential parts of anyESM, ELINT, and RWR receiver. Analog IFMs have been used for several decades. However, thesedevices are bulky, complex and expensive.
Y. Norouzi, H. Shahbazi, S. Mirzaei
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Aspect-Aware Target Detection and Localization by Wireless Sensor Networks
Sensors, 2018 This paper considers the active detection of a stealth target with aspect dependent reflection (e.g., submarine, aircraft, etc.) using wireless sensor networks (WSNs). When the target is detected, its localization is also of interest.
Li Hu, Shilian Wang, Eryang Zhang
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A Low Power Digital Accumulation Technique for Digital-Domain CMOS TDI Image Sensor
Sensors, 2016 In this paper, an accumulation technique suitable for digital domain CMOS time delay integration (TDI) image sensors is proposed to reduce power consumption without degrading the rate of imaging.
Changwei Yu +3 more
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Asynchronous Dynamic Quantization for Nonlinear Systems with One-bit Data Transmission
Systems & Control Letters, 2023 <p>This paper investigates the problem of asynchronous dynamic quantization for nonlinear systems with unknown initial conditions and subject to external disturbances and delays. We propose a novel two-level dynamic quantizer that only depends on the sign of the quantization error to quantize the actual input signal.
Dhafer Almakhles, Mahmoud Abdelrahim
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One-Bit Quantization for Random Features Models
CoRRRecent advances in neural networks have led to significant computational and memory demands, spurring interest in one-bit weight compression to enable efficient inference on resource-constrained devices. However, the theoretical underpinnings of such compression remain poorly understood.
Danil Akhtiamov +2 more
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A Novel One-Bit Dynamic Quantizer for Event-Triggered Control Systems
Information Sciences, 2023 We investigate the design of quantized event-triggered controllers for LTI systems with unknown initial states. The proposed approach is novel and incorporates interesting features. First, the quantizer that we synthesize is dynamic with exponential behaviour, which enables us to capture the state in a finite time.
Dhafer Al-Makhles, Mahmoud Abdelrahim
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