Feature selection in machine learning: A new perspective

J Cai, J Luo, S Wang, S Yang - Neurocomputing, 2018 - Elsevier
High-dimensional data analysis is a challenge for researchers and engineers in the fields of
machine learning and data mining. Feature selection provides an effective way to solve this …

All‐optical virtual private network in passive optical networks

Y Su, Y Tian, E Wong, N Nadarajah… - Laser & Photonics …, 2008 - Wiley Online Library
We review recent progress on all‐optical virtual‐private‐network (VPN) schemes in passive
optical networks (PONs). PON is a promising candidate in future access areas to provide …

A simple WDM-PON architecture together with private interconnected ONUs

CH Yeh, BY Wang, WH Hsu, LH Liu, HS Ko - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, we present and investigate a wavelength-division-multiplexing passive optical
network (WDM-PON) with symmetrical 28 Gbit/s on-off keying (OOK) access signals and 3 …

Ring based latency-aware and energy-efficient Hybrid WDM TDM-PON with ODN interconnection capability for smart cities

AK Garg, V Janyani, B Batagelj - Optical Fiber Technology, 2020 - Elsevier
In the current scenario, there is a huge advancement in Information and Communication
Technology (ICT), and almost most of the devices used in a smart city are the Internet of …

Integrated fiber-wireless (FiWi) access networks supporting inter-ONU communications

Y Li, J Wang, C Qiao, A Gumaste… - Journal of Lightwave …, 2009 - ieeexplore.ieee.org
Integrated fiber-wireless (FiWi) access networks provide a powerful platform to improve the
throughput of peer-to-peer communication by enabling traffic to be sent from the source …

40 Gbps hybrid fiber optic over FSO based latency aware ring architecture with intra-ODN transmission capability

S Khare, AK Garg, V Janyani - Optical and Quantum Electronics, 2023 - Springer
Nowadays, the designing and development of next-generation 5G communication systems
are in their infancy stage. The incorporation of survivability, reliability, and transmission …

[HTML][HTML] Concurrent Direct Inter-ONU and Upstream Communications in IMDD PONs Incorporating P2MP Flexible Optical Transceivers and Advanced Passive …

W **, L Chen, J He, RP Giddings, Y Huang, M Hao… - Photonics, 2024 - mdpi.com
Driven by a large number of emerging diversified services, in the 5G and beyond era,
concurrent direct inter-ONU and upstream communications inside a PON-based mobile …

Dedicated and broadcasting downstream transmission with energy-efficient and latency-aware ONU interconnection in WDM-PON for smart cities

AK Garg, V Janyani, G Singh, T Ismail, H Selmy - Optical Fiber Technology, 2019 - Elsevier
Abstract Currently, Internet of Things (IoT) and use of Information & Communication
Technology (ICT) have gained a lot of attraction for develo** the smart cities. Wavelength …

Analysis with gain and power for better coverage of FTTH network using WDM-PON architecture

DK Verma, AK Garg - Journal of Optics, 2023 - Springer
To fulfill the future demand for high data rate, novel research has been carried out which
provides high-performance and secured communication from the optical line terminal (OLT) …

Scalable and reconfigurable all-optical VPN for OFDM-based metro-access integrated network

W **, C Zhang, C Chen, Q Zhang… - Journal of lightwave …, 2013 - ieeexplore.ieee.org
In this paper, we propose an orthogonal frequency division multiplexing (OFDM)-based
metro-access integrated network (MAIN), which enables scalable all-optical virtual private …