An Energy-Efficient Low-Latency 3D-CNN Accelerator Leveraging Temporal Locality, Full Zero-Skipping, and Hierarchical Load Balance

Author(s):  
Changchun Zhou ◽  
Min Liu ◽  
Siyuan Qiu ◽  
Yifan He ◽  
Hailong Jiao
Author(s):  
Alberto Marchisio ◽  
Vojtech Mrazek ◽  
Muhammad Abdullah Hanif ◽  
Muhammad Shafique

2012 ◽  
Vol 24 (24) ◽  
pp. 2296-2299 ◽  
Author(s):  
Zheng Chen ◽  
Huaxi Gu ◽  
Yintang Yang ◽  
Ke Chen

Sensors ◽  
2020 ◽  
Vol 20 (21) ◽  
pp. 6370
Author(s):  
Xiaohui Wei ◽  
Hao Guo ◽  
Xingwang Wang ◽  
Xiaonan Wang ◽  
Chu Wang ◽  
...  

Recently, underwater wireless sensor networks (UWSNs) have been considered as a powerful technique for many applications. However, acoustic communications in UWSNs bring in huge QoS issues for time-critical applications. Additionally, excessive control packets and multiple copies during the data transmission process exacerbate this challenge. Faced with these problems, we propose a reliable low-latency and energy-efficient transmission protocol for dense 3D underwater wireless sensor networks to improve the QoS of UWSNs. The proposed protocol exploits fewer control packets and reduces data-packet copies effectively through the co-design of routing and media access control (MAC) protocols. The co-design method is divided into two steps. First, the number of handshakes in the MAC process will be greatly reduced via our forwarding-set routing strategy under the guarantee of reliability. Second, with the help of information from the MAC process, network-update messages can be used to replace control packages through mobility prediction when choosing a route. Simulation results show that the proposed protocol has a considerably higher reliability, and lower latency and energy consumption in comparison with existing transmission protocols for a dense underwater wireless sensor network.


Sensors ◽  
2017 ◽  
Vol 17 (5) ◽  
pp. 1051 ◽  
Author(s):  
Chan Jiang ◽  
Tao-Shen Li ◽  
Jun-Bin Liang ◽  
Heng Wu

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