Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
Abstract The Internet of Things (IoT) is expected to require more effective and efficient
wireless communications than ever before. For this reason, techniques such as spectrum …

A survey on machine learning-based performance improvement of wireless networks: PHY, MAC and network layer

M Kulin, T Kazaz, E De Poorter, I Moerman - Electronics, 2021 - mdpi.com
This paper presents a systematic and comprehensive survey that reviews the latest research
efforts focused on machine learning (ML) based performance improvement of wireless …

Multi-channel MAC for ad hoc networks: Handling multi-channel hidden terminals using a single transceiver

J So, NH Vaidya - Proceedings of the 5th ACM international symposium …, 2004 - dl.acm.org
This paper proposes a medium access control (MAC) protocol for ad hoc wireless networks
that utilizes multiple channels dynamically to improve performance. The IEEE 802.11 …

Face recognition using kernel methods

MH Yang - Advances in neural information processing …, 2001 - proceedings.neurips.cc
Abstract Principal Component Analysis and Fisher Linear Discriminant methods have
demonstrated their success in face detection, recog (cid: 173) nition, and tracking. The …

SSCH: Slotted seeded channel hopping for capacity improvement in IEEE 802.11 ad-hoc wireless networks

P Bahl, R Chandra, J Dunagan - Proceedings of the 10th annual …, 2004 - dl.acm.org
Capacity improvement is one of the principal challenges in wireless networking. We present
a link-layer protocol called Slotted Seeded Channel Hopping, or SSCH, that increases the …

[PDF][PDF] Interference-Aware Channel Assignment in Multi-Radio Wireless Mesh Networks.

KN Ramachandran, EM Belding-Royer… - Infocom, 2006 - ebelding.cs.ucsb.edu
The capacity problem in wireless mesh networks can be alleviated by equipping the mesh
routers with multiple radios tuned to non-overlapping channels. However, channel …

Medium access control protocols for ad hoc wireless networks: A survey

S Kumar, VS Raghavan, J Deng - Ad hoc networks, 2006 - Elsevier
Studies of ad hoc wireless networks are a relatively new field gaining more popularity for
various new applications. In these networks, the Medium Access Control (MAC) protocols …

Routing and link-layer protocols for multi-channel multi-interface ad hoc wireless networks

P Kyasanur, NH Vaidya - ACM SIGMOBILE mobile computing and …, 2006 - dl.acm.org
Wireless technologies, such as IEEE 802.11 a, that are used in ad hoc networks provide for
multiple non-overlapping channels. Most ad hoc network protocols that are currently …

C-MAC: A cognitive MAC protocol for multi-channel wireless networks

C Cordeiro, K Challapali - 2007 2nd IEEE international …, 2007 - ieeexplore.ieee.org
A number of algorithmic and protocol assumptions taken for granted in the design of existing
wireless communication technologies need to be revisited in extending their scope to the …

Routing and interface assignment in multi-channel multi-interface wireless networks

P Kyasanur, NH Vaidya - IEEE Wireless Communications and …, 2005 - ieeexplore.ieee.org
Multiple channels are available for use in IEEE 802.11. Multiple channels can increase the
available network capacity, but require new protocols to exploit the available capacity. This …