Alternating Renewal Framework for Estimation in
Spectrum Sensing Policy and Proactive Spectrum
Handoff
Thant Zin Oo
Department of Computer Engineering
Kyung Hee University
Yongin, 446-701 Korea
tzoo@khu.ac.kr
†
Choong Seon Hong,
‡
Sungwon Lee
Department of Computer Engineering
Kyung Hee University
Yongin, 446-701 Korea
{
†
cshong,
‡
drsungwon}@khu.ac.kr
Abstract—In wireless communication, radio spectrum is a
resource. Dynamic spectrum access or cognitive radio is a viable
method to increase spectrum utilization. The unlicensed users
access the unused portion of radio spectrum opportunistically.
The unlicensed users must vacate the spectrum as soon as the
licensed users appear on the channel. Since, the licensed users or
Primary Users (PUs) have paid licensing fees for the spectrum,
the unlicensed users or Secondary Users (SUs) must not cause
interference to PU transmissions. In order that SUs can continue
to operate, they must find another spectrum hole on another
channel and switch to that channel. These so called, spectrum
sensing and spectrum handoff, are the basic foundations of CR
technology. We model the random channel as an ON-OFF
process and applied renewal theory to build a framework to
observe the PU activity. Then from the observations, we estimate
the likelihood of PU arrival to perform spectrum handoff. We
then propose a spectrum access decision making policy based on
the spectrum handoff time. We then numerically evaluate our
proposal and make comparisons.
Keywords - Cognitive Radio; Dynamic Spectrum Access;
Renewal Process.
I. INTRODUCTION
The exponential growth in the number of wireless devices
since leads to dramatic increase in mobile data communication.
It, in turn, increases the demand for radio spectrum. At present,
the radio spectrum is allocated to licensed users by the
government agencies. The static allocation means that some
spectrums are under-utilized while others are congested. The
uneven demand and supply ratio can be clearly observed in the
most popular wireless service, the Wi-Fi or WLAN (IEEE Std.
802.11). The 2.45 gigahertz Industrial, Scientific and Medical
ISM) radio band, on which Wi-Fi devices operate, is allocated
a total bandwidth of only 100 megahertz. Moreover, Federal
Communication Commission (FCC) stated that more than 70%
of the spectrum is under-used [1]. Underutilized empty
broadcast TV channels known as “white spaces” (TVWS)
across major cities were surveyed in [2].
Dynamic Spectrum Access (DSA) has been considered as
a viable solution to solving the spectrum scarcity. Cognitive
Radio (CR) was introduced and it became a well known DSA
system [3] [4]. The basic CR architecture has two types of
users; Primary Users (PUs) to whom the channel is licensed by
the authorities and unlicensed Secondary Users (SUs). SUs can
opportunistically access the channel without any interference
to the PUs. This prioritized two-tier access introduces a new
randomness to the already challenging wireless
communication environment. This dynamic use of spectrum
depending on PUs activity, adds new obstacles to make the
network protocols adaptive to the varying available spectrum.
[5]. Research for CR in TVWS for broadband usage has been
conducted for more than a decade and there is an existing
standard already; Regional Area Network (RAN) (IEEE 802.22
Standard) [6]. RAN focuses on broadband access network for
rural areas. Their architecture is centralized with base stations
controlling the air interface of fixed broadband devices. DSA
for WLAN is not yet finalized and currently still under
development in IEEE 802.11af task group.
Accordingly, there are two CR access methods to limit
interference to the PU signal. The first one is CR underlay
access in which SUs employ power control in PHY layer to
mitigate interference to PUs [7] [17]. Another access method is
CR overlay access [18] in which the SU network does not use
power control. Since there is no power control, SUs cannot
coexist in the same channel with the PUs at the same time. So,
the SU network must vacate the spectrum as soon as the PU
signal appears on the channel. In other words, if a PU appears
on a channel, the SUs on that channel must stop transmitting
and switch to another channel for further communication. This
CR overlay access is compatible the IEEE 802.11 Std. because
WLAN radio interface employs Time Division Duplex (TDD),
i.e. half-duplex packet mode networks based on Carrier Sense
Multiple Access (CSMA). It is also consistent with the
asymmetry between upload and download data communication
of the Internet. Based on before mentioned facts, CR overlay
access is best suited for our proposal.
330 978-1-4673-5742-5/13/$31.00 ©2013 IEEE ICOIN 2013