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Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding
Invention Summary:
Recently deep neural networks have been successfully applied in channel coding to improve the decoding performance. However, the state-of-the-art neural channel decoders cannot achieve high decoding performance and low complexity simultaneously.
To overcome this challenge, Rutgers researcher have developed a novel doubly residual...
Published: 12/8/2021
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Inventor(s): Bo Yuan, Chunhua Deng, Siyu Liao
Keywords(s): Electronics, Wireless
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Electronics/Semiconductor, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking, Technology Classifications > Software & Copyright, Technology Classifications > Physical Sciences & Engineering
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Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading
Invention Summary:
As mobile devices continuously generate streams of images and videos, a new class of mobile deep vision applications is rapidly emerging, which usually involve the use of deep neural networks on the multimedia data in real-time. To support such applications, the ability to offload the computation, especially the inference processing,...
Published: 12/8/2021
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Inventor(s): Dipankar Raychaudhuri, Yanyong Zhang, Wuyang Zhang, Marco Gruteser, Yunxin Liu
Keywords(s): Wireless
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Copyright, Technology Classifications > Telecommunications & Networking, Technology Classifications > Software & Algorithms
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Optimal Relay Beamforming with Predictive Relay Selection for mmWave Communications in Urban Environments
Summary:
Millimeter wave (mmWave) communications supports high data rates with extremely high frequency, showing the promising potential in the future wireless communications including 5G networks. However, their sensitivity to blockage and severe signal attenuation present challenges in their deployment in urban settings. Current solutions...
Published: 12/8/2021
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Inventor(s): Athina Petropulu, Anastasios Dimas, Dionysios Kalogerias
Keywords(s): Wireless
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
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Edge Assisted Real-time Object Detection
Image Credits: Zapp2Photo / Shutterstock
Background:
Most existing Augmented Reality (AR) and Mixed Reality (MR) systems understand the 3D geometry of surroundings but lack the ability to detect and classify complex objects in the real world- considered essential for these types of applications. Such capabilities can be enabled with deep Convolutional...
Published: 12/8/2021
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Inventor(s): Marco Gruteser, Luyang Liu, Hongyu Li
Keywords(s): Wireless
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Physical Sciences & Engineering
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DUAL-MODE LOW-PHASE-NOISE OSCILLATOR
Invention Summary:Oscillation is a common phenomenon to virtually all areas of science. Many products in the marketplace use oscillators as a means of keeping time such as the quartz crystal used in modern watches. These oscillators, while commonly used, exhibit a variety of instabilities resulting from aging, noise, and frequency changes caused by...
Published: 12/8/2021
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Inventor(s): YooK-Kong Yong
Keywords(s): Networks, Wireless
Category(s): Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Electronics/Semiconductor, Technology Classifications > Telecommunications & Networking
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Single Sensor Radio Scene Analysis for Packet Based Radio Signals Using 2nd and 4th Order Statistics
Invention Summary:Most existing wireless systems use static allocation of the radio spectrum with each system operating in a predefined fixed frequency band. Since the allocated spectrum is not used at all locations and at all times, this static allocation leads to creation of spectrum holes, which implies inefficient utilization of the available radio...
Published: 12/8/2021
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Inventor(s): Predrag Spasojevic, Ivan Seskar, Goran Ivkovic
Keywords(s): Electronics, Networks, Wireless
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Telecommunications & Networking, Technology Classifications > Software & Algorithms, Technology Classifications > Physical Sciences & Engineering
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