Abstract

Cognitive radios have the potential to vastly improve communication over wireless channels. We outline recent information theoretic results on the limits of primary and cognitive user communication in single and multiple cognitive user scenarios. We first examine the achievable rate and capacity regions of single user cognitive channels. Results indicate that at medium SNR (0–20 dB), the use of cognition improves rates significantly compared to the currently suggested spectral gap-filling methods of secondary spectrum access. We then study another information theoretic measure, the multiplexing gain. This measure captures the number of point-to-point Gaussian channels contained in a cognitive channel as the SNR tends to infinity. Next, we consider a cognitive network with a single primary user and multiple cognitive users. We show that with single-hop transmission, the sum capacity of the cognitive users scales linearly with the number of users. We further introduce and analyze the primary exclusive radius, inside of which primary receivers are guaranteed a desired outage performance. These results provide guidelines when designing a network with secondary spectrum users.

Highlights

  • Secondary spectrum usage is of current interest worldwide

  • This paper explores the limits of communication in cognitive channels from three distinct yet related information theoretic angles in its three main sections

  • We focus on two fundamental questions: what is the minimum distance from a primary user at which secondary users can start transmitting to guarantee a primary outage performance, and, how does the total throughput achieved by these cognitive users scale with the number of users?

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Summary

INTRODUCTION

Regulatory bodies, including the Federal Communications Commission (FCC) [1] in the US and the European Commission (EC) [2] in Europe, have been licensing entities, such as cellular companies, exclusive rights to portions of the wireless spectrum, and leaving some small unlicensed bands, such as the 2.4 GHz Wi-Fi band, for public use. Managing the spectrum this way, is nonoptimal.

Cognitive radios and behavior
Outline of this paper
THE COGNITIVE CHANNEL
Cognition: asymmetric message knowledge
The cognitive channel in a classical setting
Achievable rates in Gaussian cognitive channels
THE MULTIPLEXING GAINS OF COGNITIVE CHANNELS
SCALING LAWS OF COGNITIVE NETWORKS
Problem formulation
Network model
Signal and interference characteristics
Channel model
Cognitive network throughput and primary exclusive region
The scaling law of a cognitive network
The primary exclusive region
CONCLUSION
Full Text
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