activity
20172022
most citedDeep Learning Based NLOS Identification with Commodity WLAN Devices

115 citations · 225 across the 5 of their papers we have counts for

collaborators

5 papers

cs.IT2022

Low-Latency MAC Design for Pairwise Random Networks

Irshad A. Meer, Woong-Hee Lee, Mustafa Ozger +2

Feasibility of using unlicensed spectrum for ultra reliable low latency communications (URLLC) is still a question for beyond 5G wireless networks. Low latency access to the channe…

cs.IT2021★ 5 cited

Sparse Channel Estimation in Wideband Systems with Geometric Sequence Decomposition

Woong-Hee Lee, Ki Won Sung

The sparsity of multipaths in the wideband channel has motivated the use of compressed sensing for channel estimation. In this letter, we propose a different approach to sparse cha…

cs.LG2021★ 93 cited

Noise Learning Based Denoising Autoencoder

Woong-Hee Lee, Mustafa Ozger, Ursula Challita +1

This letter introduces a new denoiser that modifies the structure of denoising autoencoder (DAE), namely noise learning based DAE (nlDAE). The proposed nlDAE learns the noise of th…

eess.SP2019★ 12 cited

Geometric Sequence Decomposition with -simplexes Transform

Woong-Hee Lee, Jong-Ho Lee, Ki Won Sung

This paper presents a computationally efficient technique for decomposing non-orthogonally superposed geometric sequences. The method, which is named as geometric sequence deco…

cs.NI2017★ 115 cited

Deep Learning Based NLOS Identification with Commodity WLAN Devices

Jeong-Sik Choi, Woong-Hee Lee, Jae-Hyun Lee +2

Identifying line-of-sight (LOS) and non-LOS (NLOS) channel conditions can improve the performance of many wireless applications, such as signal strength-based localization algorith…