I.J. Intelligent Systems and Applications, 2016, 10, 60-67
Published Online October 2016 in MECS (http://www.mecs-press.org/)
DOI: 10.5815/ijisa.2016.10.07
Copyright © 2016 MECS I.J. Intelligent Systems and Applications, 2016, 10, 60-67
PSO-Based NBI Resistant Asynchronous MC-
CDMA Multiuser Detector
Anmol Kumar
1
1
Research Scholar, IKG Punjab Technical University, Kapurthala-144601, India
E-mail: goyalruby@gmail.com
Rajde e p Kaur
2
2
Assistant Professor, CEC, Landran, Mohali-140301, India
E-mail: rajdeepkr9@gmail.co m
Abstract —Nowadays with the increase of demand in
multimedia communication, a reliable and error-free
wireless communication system is the need of the hour.
MC-CDMA is being investigated as a potential radio
technology to provide fourth generation (4G) and fifth
generation (5G) cellular mobile services. Narrowband
interference (NBI) signals corrupts the subcarriers of
MC-CDMA system and as a result its performance de-
grades. All the available NBI elimination methods uses
some kind of filters and other circuitry prior to the de-
modulator (receiver) to filter out NBI. So addition of
extra hardware to the system makes the system complex
and slow. Moreover CDMA based systems are affected
by digital NBI which gets superimposed with wideband
spread spectrum signal. Multiuser detection could be an
efficient technique to suppress NBI and multiple access
interference (MAI). Computational complexity of opti-
mum multiuser detector is an impediment in the way of
an efficient multiuser detector. In this paper we propose a
particle swarm optimization (PSO) based optimum mul-
tiuser detector to eliminate NBI. Simulation results show
that performance of proposed PSO based multiuser detec-
tor is capable of eliminating NBI with much lesser
amount of computational complexity.
Index Terms—Multi-Carrier Code Division Multiple
Access (MC-CDMA), OFDM, Narrowband Interference
(NBI), Multiuser Detection (MUD), Multiple Access
Interference (MAI), Particle Swarm Optimization (PSO).
I. INT RODUCT ION
MC-CDMA was proposed by Linnartz et al .[1] in
1993. MC-CDMA is basically a spread spectrum version
of a OFDM based system. So a MC-CDMA system in-
corporates features of both OFDM and CDMA and be-
cause of its ability to combat frequency selective fading
and multipath fading, MC-CDMA is preferred over
OFDM [2-6].MC-CDMA is basic radio technology for
LTE networks [7]. Nowadays it is being considered as a
potential candidate for 4G mobile systems implementa-
tion.
As shown in Fig. 1 above it can be seen a data symbol
(serially transmitted) are multiplied by different spread-
ing codes (orthogonal code), so a single data symbol is
spread in frequency domain to achieve frequency diversi-
ty. This feature of MC-CDMA makes it immune to mul-
tipath fading. These data symbols are spread and then
modulated by different subcarriers using IFFT. So at the
output we get different data symbols separated in time
domain and at the same time a single data symbol which
is sent on different subcarriers gets separated in frequen-
cy domain. This feature of MC-CDMA gives multipath
fading immunity. Like CDMA, MC-CDMA systems are
also affected by the different types of interference such as
AWGN (additive white Gaussian noise) and MAI (multi-
ple access interference).MAI is inherent in a CDMA
based system because it become very difficult to maintain
the orthogonality of spreading waveforms due to several
factors such as multipath fading, near-far effect, different
timing offsets of different users etc. AWGN on the other
hand is inevitable in wireless communication which aris-
es because of random agitation of electrons in electronic
devices such as modulators, amplifiers etc. It has been
observed that apart from MAI and AWGN, MC-CDMA
systems also gets affected by short pulses in frequency
domain which is termed as narrowband interference
(NBI)[8]. Nowadays due to increased demand for high
data rate different techniques such as OFDM, MC-
CDMA, UWB (ultra wide band), WLAN (wireless local
area network),WIMAX(worldwide interoperability for
microwave access), OFDM-LTE (4-G) are being em-
ployed. Many times these systems operate simultaneous-
ly in co-existence with other systems. In some situations
it also happens that these systems have to share the same
frequency band with other systems and in such a situation
one system may act as narrowband interferer for the other
user. It may also happen that some intentional jammer
deliberately transmit NBI signals to jam a MC-CDMA
system. In CDMA based systems spreading and de-
spreading process of data bits inherently reject the NBI,
but high power NBI signal cannot be filtered out because
system processing gain cannot be increased beyond a
limit due to bandwidth restriction. Existence of NBI de-
grades the performance of MC-CDMA systems because
random NBI signals of variable intensity may overlap
with different subcarriers leading to corrupt subcarriers
as shown in Fig. 2.