Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics

In this paper, we investigate deep learning (DL)-enabled signal demodulation methods and establish the first open dataset of real modulated signals for wireless communication systems. Specifically, we propose a flexible communication prototype platform for measuring real modulation dataset. Then, ba...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Hongmei Wang, Zhenzhen Wu, Shuai Ma, Songtao Lu, Han Zhang, Guoru Ding, Shiyin Li
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2019-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Machine learning DBN-SVM based demodulator AdaBoost based demodulator
Онлайн хандалт:	https://ieeexplore.ieee.org/document/8660636/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!