International Journal of Engineering and Advanced Technology (IJEAT)
ISSN: 2249 – 8958, Volume-2 Issue-3, February 2013
26
Published By:
Blue Eyes Intelligence Engineering
& Sciences Publication
Retrieval Number: C0982022313/2013©BEIESP
Abstract– This paper investigate and compare the various
channel estimation techniques based on pilot arrangement with
the communication system that uses QPSK and 16-QAM to
transmit information using OFDM over multipath Rayleigh
fading channel. Bit Error Rate (BER) has been considered as the
performance index in all analysis. In the block type pilot
arrangement, the performance of channel estimation is analyzed
with three different algorithms: LS, LMMSE and SVD
algorithm. In comb type pilot arrangement, the paper introduces
three method of interpolation: linear interpolation, second order
interpolation and cubic spline interpolation for channel
estimation. The analysis has been carried out with simulation
studies under MATLAB environment.
Index Terms- Channel Estimation, OFDM, Pilot Symbol,
Rayleigh Fading channel
I. INTRODUCTION
For high-volume and high-speed wireless mobile
communication systems, Orthogonal Frequency Division
Multiplexing (OFDM) is a promising modulation scheme,
and will play an increasingly important role in the future
development of wireless mobile communication network due
to its high data rate transmission capability with high
bandwidth efficiency and its robustness to multi-path delay
and no Inter Symbol Interference (ISI). It has been used in
wireless LAN standards such as American IEEE802.11a and
the European equivalent HIPERLAN/2 and in multimedia
wireless services such as Japanese Multimedia Mobile
Access Communications.
The channel estimation plays a very important role in OFDM
system. For better performance, dynamic estimation of
channel is necessary before the demodulation of OFDM
signals since the radio channel is frequency selective and
time-varying for wideband mobile communication systems
[1]. As a research hotpot, many related algorithms have been
presented these years, which can be generally separated into
two methods, pilot-based channel estimation and blind
channel estimation.
Pilot-based channel estimation estimates the channel
information by obtaining the impulse response from all
sub-carriers by pilot. Compared with blind channel
estimation, which uses statistical information of the received
Manuscript Received on February, 2013.
Sanjay khadagade, Electronics and communication, RGPV/ O.I.S.T./
Bhopal,India.
N.K.Mittal, Electronics and communication, RGPV/O.I.S.T./ Bhopal,
India.
signals, pilot-based channel estimation is a practical and an
effective method.
The pilot based channel estimation can be performed by
either inserting pilot tones into all of the subcarriers of
OFDM symbols with a specific period or inserting pilot tones
into each OFDM symbol. The first one, block type pilot
channel estimation, has been developed under the
assumption of slow fading channel. Even with decision
feedback equalizer, this assumes that the channel transfer
function is not changing very rapidly. The estimation of the
channel for this block-type pilot arrangement can be based on
Least Square (LS) or Minimum Mean-Square-Error
(MMSE). The MMSE estimate has been shown to give 10–15
dB gain in signal-to-noise ratio (SNR) for the same mean
square error of channel estimation over LS estimate [2]. In
[3], a low-rank approximation is applied to linear MMSE by
using the frequency correlation of the channel to eliminate
the major drawback of MMSE, which is complexity. The
later, the comb-type pilot channel estimation has been
introduced to satisfy the need for equalizing when the
channel changes even in one OFDM block. The comb-type
pilot channel estimation consists of algorithms to estimate
the channel at pilot frequencies and to interpolate the
channel. MMSE has been shown to perform much better than
LS. In [4], the complexity of MMSE is reduced by deriving
an optimal low-rank estimator with singular-value
decomposition (SVD).
The interpolation of the channel for comb-type based channel
estimation can depend on linear interpolation, second order
interpolation and spline cubic interpolation. In [4],
second-order interpolation has been shown to perform better
than the linear interpolation. In [5], cubic spline
interpolation has been proven to give lower BER compared to
second order interpolation.
In this paper, our aim is to compare the performance of all of
the above schemes by applying 16QAM (16 Quadrature
Amplitude Modulation), QPSK (Quadrature Phase Shift
Keying), as modulation schemes with multipath Rayleigh
fading and Doppler frequency shift channels with Additive
White Gaussian Noise (AWGN) as channel models. In
Section II, the description of the OFDM transceiver based on
pilot channel estimation, channel modal and QPSK, 16QAM
is given. In Section III, the estimation of the channel based
on block-type pilot arrangement is discussed. In Section IV,
the estimation of the channel at pilot frequencies is
presented. In Section VI, the simulation environment and
results are described.
Section VI concludes the
paper.
Comparison of BER of OFDM System using
QPSK and 16QAM over Multipath Rayleigh
Fading Channel using Pilot-Based Channel
Estimation
Sanjay Kumar Khadagade, N.K. Mittal