Smart-Radio-Enabled Opportunistic Spectrum Utilization Xin Liu Computer Science Dept. University of California, Davis Netlabs Workshop, Davis, 2005.

Slides:



Advertisements
Similar presentations
Klaus Moessner WWRF 20, Ottawa, Canada CR MAKING SENSE -ON THE SLOPE OF ENLIGHTENMENT- SIG 1 – PANEL: Cognitive Radio:
Advertisements

BY PAYEL BANDYOPADYAY WHAT AM I GOING TO DEAL ABOUT? WHAT IS AN AD-HOC NETWORK? That doesn't depend on any infrastructure (eg. Access points, routers)
End-to-End Efficiency (E 3 ) Integrated Project of the EC 7 th Framework Programme E 3 WP5 Objectives E 3 WP5 Structure and Research Challenges
Security Level: Confidential HUAWEI TECHNOLOGIES Co., Ltd.HUAWEI Confidential The Way to Cognitive Spectrum Management.
Azin Dastpak August 2010 Simon Fraser University.
White-Space Networking Nick Feamster CS 6250 Fall 2011 (slides from Rohan Murty)
By: Gamal El Din Fathy Amin Ahmed Ossama El Fiky Supervised By: Dr Tarek El Naffouri.
Spectrum Awareness in Cognitive Radio Systems based on Spectrum Sensing Miguel López-Benítez Department of Electrical Engineering and Electronics University.
Introduction to Cognitive radios Part one HY 539 Presented by: George Fortetsanakis.
College of Engineering Optimal Access Point Selection and Channel Assignment in IEEE Networks Sangtae Park Advisor: Dr. Robert Akl Department of.
*Sponsored in part by the DARPA IT-MANET Program, NSF OCE Opportunistic Scheduling with Reliability Guarantees in Cognitive Radio Networks Rahul.
Cognitive Radio Networks Breakout GENI Wireless Workshop 28 March 2007.
1 Cross-Layer Design for Wireless Communication Networks Ness B. Shroff Center for Wireless Systems and Applications (CWSA) School of Electrical and Computer.
1 Lecture on Mobile P2P Computing Prof. Maria Papadopouli University of Crete ICS-FORTH
CS541 Advanced Networking 1 Cognitive Radio Networks Neil Tang 1/28/2009.
Spectrum Policy TC 310 May 29, Why Spectrum Still Matters Former Use of Spectrum  Radio and Television Current Use  Radio, Telephony, Internet.
CS Colloquium Research Projects in Wireless Communication Networks Xin Liu Computer Sciences Department University of California, Davis.
Opportunistic Routing Based Scheme with Multi-layer Relay Sets in Cognitive Radio Networks Ying Dai and Jie Wu Department of Computer and Information Sciences.
Stacy Drake Bluetooth Vs. Wi-Fi. What is Bluetooth?
SSC Page 1 Frequency Agile Spectrum Access Technologies Presentation to FCC Workshop on Cognitive Radios May 19, 2003 Mark McHenry Shared Spectrum Company.
© M2Z Networks Inc. All rights reserved. Advances in Wireless Technology and Impacts on Broadband Deployment National Broadband Policy Workshop August.
International Perspectives New Zealand’s Radiocommunications Act Review.
COGNITIVE RADIO FOR NEXT-GENERATION WIRELESS NETWORKS: AN APPROACH TO OPPORTUNISTIC CHANNEL SELECTION IN IEEE BASED WIRELESS MESH Dusit Niyato,
EE360: Lecture 12 Outline Underlay and Interweave CRs Announcements HW 1 posted (typos corrected), due Feb. 24 at 5pm Progress reports due Feb. 29 at midnight.
POWER CONTROL IN COGNITIVE RADIO SYSTEMS BASED ON SPECTRUM SENSING SIDE INFORMATION Karama Hamdi, Wei Zhang, and Khaled Ben Letaief The Hong Kong University.
Utility Based Scheduling in Cognitive Radio Networks Term Project CmpE-300 Analysis of Algorithms Spring 2009 Computer Engineering, Boğaziçi University,
COLLABORATIVE SPECTRUM MANAGEMENT FOR RELIABILITY AND SCALABILITY Heather Zheng Dept. of Computer Science University of California, Santa Barbara.
The Symbiosis of Cognitive Radio and WMNs from “Guide to WMNs” by Sudip Misra and et al, 2009 Myungchul Kim
NIST Standards Education Dynamic Spectrum Access Systems Martin BH Weiss School of Information Sciences University of Pittsburgh
TRUST: A General Framework for Truthful Double Spectrum Auctions Xia Zhou Heather Zheng (University of California, Santa Barbara) Presenter: Emil Huang.
Simulation Of A Cooperative Protocol For Common Control Channel Implementation Prepared by: Aishah Thaher Shymaa Khalaf Supervisor: Dr.Ahmed Al-Masri.
Cognitive Radio Networks
A Survey of Spectrum Sensing Algorithm for Cognitive Radio Applications YaGun Wu netlab.
19 May 2003 Spectrum Policy and Technology Spectrum Access and the Promise of Cognitive Radio Technology.
Advanced Spectrum Management in Multicell OFDMA Networks enabling Cognitive Radio Usage F. Bernardo, J. Pérez-Romero, O. Sallent, R. Agustí Radio Communications.
3 Introduction System Model Distributed Data Collection Simulation and Analysis 5 Conclusion 2.
Adaptive Spectrum Radio: A Feasibility Platform On The Path To Dynamic Spectrum Access International Symposium On Advanced Radio Technologies 4-7 March.
COGNITIVE RADIO NETWORKING AND RENDEZVOUS Presented by Vinay chekuri.
Challenges in Enabling and Exploiting Opportunistic Spectrum MANETs An Industry Perspective NSF “Beyond Cognitive Radio” Workshop June 13-14, 2011 Ram.
Session 2a, 10th June 2008 ICT-MobileSummit 2008 Copyright E 3 project, UPC A Primary Spectrum Management Solution Facilitating Secondary Usage.
Spectrum Agile Radio: Detecting Spectrum Opportunities Kiran Challapali, Stefan Mangold and Zhun Zhong Philips Research – USA
4 Introduction Broadcasting Tree and Coloring System Model and Problem Definition Broadcast Scheduling Simulation 6 Conclusion and Future Work.
Cognitive Radio: Next Generation Communication System
Static Spectrum Allocation
Cognitive Radio
Cognitive Radios Motivation: scarce wireless spectrum
How wireless networks scale: the illusion of spectrum scarcity David P. Reed [ Presented at International Symposium on Advanced.
Spectrum Sensing In Cognitive Radio Networks
Presenter: Renato Iide, Le Wang Presentation Date: 12/16/2015.
Slide 1 E3E3 ICC Beijing 21 May 2008 Simulated Annealing-Based Advanced Spectrum Management Methodology for WCDMA Systems Jad Nasreddine Jordi Pérez-Romero.
Dynamic Spectrum Access/Management Models Exclusive-Use Model Shared-Use Model.
Doc.: IEEE /00144r0 Submission 3/01 Nada Golmie, NISTSlide 1 IEEE P Working Group for Wireless Personal Area Networks Dialog with FCC Nada.
1 A Proportional Fair Spectrum Allocation for Wireless Heterogeneous Networks Sangwook Han, Irfanud Din, Woon Bong Young and Hoon Kim ISCE 2014.
A discussion on channel sensing techniques By James Xu.
Cognitive Radio Networks
SPECTRUM SHARING IN COGNITIVE RADIO NETWORK
White Space Networking with Wi-Fi like Connectivity
An Enhancement of WirelessHART Protocol
Cognitive Radio Based 5G Wireless Networks
Multi-channel, multi-radio wireless networks
Channel Allocation (MAC)
User Interference Effect on Routing of Cognitive Radio Ad-Hoc Networks
On the Objectives and Scope of the WS Coexistence PAR
Spectrum Agile Radio: Detecting Spectrum Opportunities
Cognitive Radio Networks
Presented by Mohamad Haidar, Ph.D. May 13, 2009 Moncton, NB, Canada
Multicarrier Communication and Cognitive Radio
Summary of FCC’s Cognitive Radio Proceeding
Spectrum Sharing in Cognitive Radio Networks
Video Streaming over Cognitive radio networks
Presentation transcript:

Smart-Radio-Enabled Opportunistic Spectrum Utilization Xin Liu Computer Science Dept. University of California, Davis Netlabs Workshop, Davis, 2005

Netlabs Workshop 2005 Spectrum, Spectrum Spectrum is expensive and heavily regulated 3G spectrum auction in EU $35 billion in England, $46 billion in Germany Q: Is spectrum really that scarce and expensive?

Netlabs Workshop 2005 Spectrum Allocation

Netlabs Workshop 2005 Spectrum Occupancy Is Low Shared Spectrum’s measurements indicate low occupancy bands high occupancy bands Under 3GHz, over 62% of white space White space: more than 1MHz wide 10 minutes long FCC Spectrum Policy Task Force Report The limiting factor: spectrum access instead of physical scarcity of spectrum Due to legacy command-and-control regulation More flexible regulations needed

Netlabs Workshop 2005 Smart-Radio Technology The ability to Active negotiation/communication Passive sensing and decision making Adapt its transmission parameters Known as Software-defined radio, cognitive radio, programmable wireless, spectrum agile radio, brainy radio, etc.

Netlabs Workshop 2005 Spectrum Access Secondary market Interruptible leasing Real-time auction Non-interference based access Open access Non-interference based access Under-lay Spectrum access methods Listen-Before Talk Probe Geo-location/database

Netlabs Workshop 2005 Objectives Understand the impact and the properties of the white space Inherent properties How to capture it Share the white space dynamically and efficiently Develop algorithms and protocols

Netlabs Workshop 2005 Impact of White Space Understand the impact of opportunistic spectrum availability on secondary users. Performance metric: effective non- opportunistic bandwidth, temporal metric, fairness metric Impact of availability pattern & network topology Modeling

Netlabs Workshop 2005 System Model Objective: to capture both temporal and spatial correlation Prelim. model: Primary users (I,II,III,IV) Secondary users (1-5)

Netlabs Workshop 2005 Sensing-based Access Probe a channel (collaboratively) and decide whether or not to transmit Challenges: Capacity-interference tradeoff between primaries and secondaries Dynamic channel characteristics Sensing fidelity and collaborative sensing Cumulative interference of multiple secondary users Can compliment other approaches

Netlabs Workshop 2005 EscapeMAC Objective: to evacuate the channel when primary users come back Challenges: Low interference to primary users Maintain connectivity among secondary users Alarm other secondary users Approaches: Embedded signaling channel Hybrid ARQ

Netlabs Workshop 2005 Where do We Stand? History: a successful story, a $$$$$$ industry Current Rapid proliferation Policy evolution Future: More spectrum Advanced DSP and radio technologies Cool applications

Netlabs Workshop 2005