English

Network-aware Adaptation with Real-Time Channel Statistics for Wireless LAN Multimedia Transmissions in the Digital Home

Networking and Internet Architecture 2016-11-18 v1 Machine Learning
Authors: Dilip Krishnaswamy , Shanyu Zhao
View on arXiv ↗ PDF ↗ DOI ↗

Abstract

This paper suggests the use of intelligent network-aware processing agents in wireless local area network drivers to generate metrics for bandwidth estimation based on real-time channel statistics to enable wireless multimedia application adaptation. Various configurations in the wireless digital home are studied and the experimental results with performance variations are presented.

Keywords

wireless LAN multimedia transmission network-aware adaptation bandwidth estimation real-time channel statistics digital home

Cite

@article{arxiv.0907.2222,
  title  = {Network-aware Adaptation with Real-Time Channel Statistics for Wireless LAN Multimedia Transmissions in the Digital Home},
  author = {Dilip Krishnaswamy and Shanyu Zhao},
  journal= {arXiv preprint arXiv:0907.2222},
  year   = {2016}
}

Comments

6 pages, 12 figures

Related papers

View all related →
Signal Processing · Electrical Eng. & Systems
Wireless Transmission of Big Data: Data-oriented Performance Limits and Their Applications
Hong-Chuan Yang, Mohamed-Slim Alouini
2019-04-18
Networking and Internet Architecture · Computer Science
WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks
Jingwen Tong, Jiawei Shao, Qiong Wu, Wei Guo +3
2024-09-13
Networking and Internet Architecture · Computer Science
Analytical Evaluation of Unfairness Problem in Wireless LANs
Ahmed Mohamedou, Mohamed Othman
2010-02-26
Cryptography and Security · Computer Science
Using the Physical Layer for Wireless Authentication in Time-Variant Channels
Liang Xiao, Larry Greenstein, Narayan Mandayam, Wade Trappe
2016-11-18
Networking and Internet Architecture · Computer Science
Wireless LAN sensing with smart antennas
Marco Santoboni, Riccardo Bersan, Stefano Savazzi, Alberto Zecchin +1
2022-05-03
Systems and Control · Electrical Eng. & Systems
Analytics and Machine Learning Powered Wireless Network Optimization and Planning
Ying Li, Djordje Tujkovic, Po-Han Huang
2022-09-15
Signal Processing · Electrical Eng. & Systems
Data Distribution Dynamics in Real-World WiFi-Based Patient Activity Monitoring for Home Healthcare
Mahathir Monjur, Jia Liu, Jingye Xu, Yuntong Zhang +9
2024-02-16
Signal Processing · Electrical Eng. & Systems
ChannelAgent-Empowered Electromagnetic Space World Model: A Case Study on Agent-Driven Channel Generation for 6G AI-Native Air Interface
Mingyue Li, Li Yu, Yuxiang Zhang, Heng Wang +3
2026-05-19
Networking and Internet Architecture · Computer Science
Machine Learning and Artificial Intelligence in Next-Generation Wireless Network
Wafeeq Iqbal, Wei Wang, Ting Zhu
2022-02-04
Information Theory · Computer Science
Dynamic Spectrum Access in Time-varying Environment: Distributed Learning Beyond Expectation Optimization
Yuhua Xu, Jinlong Wang, Qihui Wu, Jianchao Zheng +2
2017-07-31
Systems and Control · Computer Science
A Self-Managed Architecture for Sensor Networks Based on Real Time Data Analysis
Gabriel Martins Dias, Toni Adame, Boris Bellalta, Simon Oechsner
2016-07-13
Networking and Internet Architecture · Computer Science
Data-Driven Path Selection for Real-Time Video Streaming at the Network Edge
Sabur Baidya, Peyman Tehrani, Marco Levorato
2020-04-06
Networking and Internet Architecture · Computer Science
Predicting Wireless Channel Quality by means of Moving Averages and Regression Models
Gabriele Formis, Stefano Scanzio, Gianluca Cena, Adriano Valenzano
2023-06-16
Information Theory · Computer Science
Coverage Improvement of Wireless Sensor Networks via Spatial Profile Information
Kaushlendra Pandey, Abhishek Gupta
2020-04-29
Networking and Internet Architecture · Computer Science
Priority based bandwidth allocation in wireless sensor networks
Mary Cherian, T. R. Gopalakrishnan Nair
2014-12-30
Signal Processing · Electrical Eng. & Systems
Domain Adaptation-Enabled Realistic Map-Based Channel Estimation for MIMO-OFDM
Thien Hieu Hoang, Tri Nhu Do, Georges Kaddoum
2025-07-15
Networking and Internet Architecture · Computer Science
Cross-layer Energy-Efficiency Optimization of Packet Based Wireless MIMO Communication Systems
Christian Senning, Georgios Karakonstantis, Andreas Burg
2015-04-02
Information Theory · Computer Science
Big Data Analytics, Machine Learning and Artificial Intelligence in Next-Generation Wireless Networks
Mirza Golam Kibria, Kien Nguyen, Gabriel Porto Villardi, Ou Zhao +2
2018-03-01
Networking and Internet Architecture · Computer Science
Quality-Aware Popularity Based Bandwidth Allocation for Scalable Video Broadcast over Wireless Access Networks
Mostafa Zaman Chowdhury, Yeong Min Jang
2015-10-15
Artificial Intelligence · Computer Science
Offline Contextual Bandits for Wireless Network Optimization
Miguel Suau, Alexandros Agapitos, David Lynch, Derek Farrell +2
2021-11-17
Networking and Internet Architecture · Computer Science
Channel load aware AP / Extender selection in Home WiFi networks using IEEE 802.11k/v
Toni Adame, Marc Carrascosa, Boris Bellalta, Iván Pretel +1
2021-02-23
Networking and Internet Architecture · Computer Science
Improving Wi-Fi Network Performance Prediction with Deep Learning Models
Gabriele Formis, Amanda Ericson, Stefan Forsstrom, Kyi Thar +2
2025-12-04
Signal Processing · Electrical Eng. & Systems
Dynamic Sounding for Multi-User MIMO in Wireless LANs
Xiaofu Ma, Qinghai Gao, Ji Wang, Vuk Marojevic +1
2018-12-05
Networking and Internet Architecture · Computer Science
Adaptive Body Area Networks Using Kinematics and Biosignals
Ali Moin, Arno Thielens, Alvaro Araujo, Alberto Sangiovanni-Vincentelli +1
2020-06-25
Signal Processing · Electrical Eng. & Systems
AutoMAS: A Generic Multi-Agent System for Algorithm Self-Adaptation in Wireless Networks
Dingli Yuan, Jingchen Peng, Jie Fan, Boxiang Ren +2
2025-11-25