DCSN-Cast: Deep compressed sensing network for wireless video multicast

作者：

Highlights：

• We design CNN-based networks: DCSN-Cast for wireless video multicast.

• We are the first to apply the CS and deep neural network to wireless video multicasts.

• Our proposed DCSRN-Cast outperforms the traditional CS-based wireless video multicast at low packet loss rate, and the DCSFCN-Cast shows less computational which is suitable for real-time wireless video multicast.

摘要

•We design CNN-based networks: DCSN-Cast for wireless video multicast.•We are the first to apply the CS and deep neural network to wireless video multicasts.•Our proposed DCSRN-Cast outperforms the traditional CS-based wireless video multicast at low packet loss rate, and the DCSFCN-Cast shows less computational which is suitable for real-time wireless video multicast.

论文关键词：DCSN-cast,DCSRN-cast,DCSFCN-cast,Fully connected network,Compressed sensing,Deep residual network

论文评审过程：Received 16 November 2018, Revised 10 January 2019, Accepted 18 April 2019, Available online 29 April 2019, Version of Record 4 May 2019.

论文官网地址：https://doi.org/10.1016/j.image.2019.04.017